IETF Draft Analyzer v0.1.0 — track, categorize, and rate AI/agent drafts

Python CLI tool that fetches AI/agent-related Internet-Drafts from the IETF
Datatracker, rates them using Claude, generates embeddings via Ollama for
similarity/clustering, and produces markdown reports.

Features:
- Fetch drafts by keyword from Datatracker API with full text download
- Batch analysis with Claude (token-optimized, responses cached in SQLite)
- Embedding-based similarity search and overlap cluster detection
- Reports: overview, landscape by category, overlap clusters, weekly digest
- SQLite with FTS5 for full-text search across 260 tracked drafts

Initial analysis of 260 drafts reveals OAuth agent auth (13 drafts) and
agent gateway/collaboration (10 drafts) as the most crowded clusters,
while AI safety/alignment is underserved with the highest quality scores.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

data/reports/landscape.md

@@ -0,0 +1,575 @@
+# IETF AI/Agent Draft Landscape
+*Generated 2026-02-27 23:29 UTC*
+
+
+## A2A protocols (77 drafts)
+
+- **[draft-guy-bary-stamp-protocol](https://datatracker.ietf.org/doc/draft-guy-bary-stamp-protocol/)** (score: 4.6) — Defines STAMP protocol for cryptographic delegation and proof in AI agent systems. Provides task-bou
+- **[draft-chang-agent-token-efficient](https://datatracker.ietf.org/doc/draft-chang-agent-token-efficient/)** (score: 4.5) — Defines ADOL (Agentic Data Optimization Layer) to address token bloat in agent communication protoco
+- **[draft-chen-oauth-rar-agent-extensions](https://datatracker.ietf.org/doc/draft-chen-oauth-rar-agent-extensions/)** (score: 4.2) — Extends OAuth RAR with policy_context and lifecycle_binding members for AI agent environments. Enabl
+- **[draft-mallick-muacp](https://datatracker.ietf.org/doc/draft-mallick-muacp/)** (score: 4.2) — Resource-efficient messaging protocol specifically designed for constrained IoT/Edge devices with de
+- **[draft-narajala-ans](https://datatracker.ietf.org/doc/draft-narajala-ans/)** (score: 4.2) — Introduces Agent Name Service (ANS) as a DNS-based universal directory for AI agent discovery and ve
+- **[draft-oauth-transaction-tokens-for-agents](https://datatracker.ietf.org/doc/draft-oauth-transaction-tokens-for-agents/)** (score: 4.2) — Extends OAuth Transaction Tokens framework to support agent context propagation with actor and princ
+- **[draft-zhang-dmsc-mas-communication](https://datatracker.ietf.org/doc/draft-zhang-dmsc-mas-communication/)** (score: 4.2) — Analyzes security risks in multi-agent communication and limitations of existing protocols like TLS 
+- **[draft-li-dmsc-macp](https://datatracker.ietf.org/doc/draft-li-dmsc-macp/)** (score: 4.2) — Specifies a comprehensive multi-agent collaboration protocol suite using Agent Gateways for registra
+- **[draft-yue-anima-agent-recovery-networks](https://datatracker.ietf.org/doc/draft-yue-anima-agent-recovery-networks/)** (score: 4.1) — Defines task-oriented multi-agent framework for fault recovery in converged mobile networks. Targets
+- **[draft-nederveld-adl](https://datatracker.ietf.org/doc/draft-nederveld-adl/)** (score: 4.1) — Defines ADL, a JSON-based standard for describing AI agents including their capabilities, tools, per
+- **[draft-mw-spice-actor-chain](https://datatracker.ietf.org/doc/draft-mw-spice-actor-chain/)** (score: 4.1) — Extends OAuth 2.0 Token Exchange with cryptographically verifiable actor chains to provide tamper-ev
+- **[draft-ietf-lisp-nexagon](https://datatracker.ietf.org/doc/draft-ietf-lisp-nexagon/)** (score: 4.0) — Combines LISP with H3 spatial indexing to create geospatial intelligence network for physical-world 
+- **[draft-barney-caam](https://datatracker.ietf.org/doc/draft-barney-caam/)** (score: 4.0) — Specifies Contextual Agent Authorization Mesh for runtime authorization of agents after discovery, p
+- **[draft-nennemann-wimse-ect](https://datatracker.ietf.org/doc/draft-nennemann-wimse-ect/)** (score: 4.0) — Defines Execution Context Tokens as JWT extension to WIMSE for tracking task execution in distribute
+- **[draft-ainp-protocol](https://datatracker.ietf.org/doc/draft-ainp-protocol/)** (score: 3.9) — Defines semantic communication protocol for AI agents using intent-based routing and negotiation. Re
+- **[draft-agent-gw](https://datatracker.ietf.org/doc/draft-agent-gw/)** (score: 3.9) — Proposes an Intelligent Agent Communication Gateway for large-scale multi-agent collaboration. Featu
+- **[draft-mp-agntcy-ads](https://datatracker.ietf.org/doc/draft-mp-agntcy-ads/)** (score: 3.9) — Describes Agent Directory Service for storing and discovering AI agent metadata based on skills. Fea
+- **[draft-rosenberg-aiproto-cheq](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-cheq/)** (score: 3.9) — Proposes CHEQ protocol for human confirmation of AI agent decisions before execution. Protects again
+- **[draft-zeng-opsawg-llm-netconf-gap](https://datatracker.ietf.org/doc/draft-zeng-opsawg-llm-netconf-gap/)** (score: 3.9) — Analyzes gaps in existing network configuration protocols for LLM-driven intent-based networking. Id
+- **[draft-akhavain-moussa-ai-network](https://datatracker.ietf.org/doc/draft-akhavain-moussa-ai-network/)** (score: 3.9) — Proposes Data and Agent Aware-Inference and Training Network (DA-ITN) architecture. Comprehensive mu
+- **[draft-rosenberg-aiproto-a2t](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-a2t/)** (score: 3.9) — Defines Agent-to-Tool (A2T) protocol for integrating third-party APIs into AI agent operations. Prov
+- **[draft-cui-ai-agent-discovery-invocation](https://datatracker.ietf.org/doc/draft-cui-ai-agent-discovery-invocation/)** (score: 3.9) — Proposes standardized protocol for AI agent discovery and invocation with common metadata format and
+- **[draft-ravikiran-clawdentity-protocol](https://datatracker.ietf.org/doc/draft-ravikiran-clawdentity-protocol/)** (score: 3.9) — Specifies Clawdentity protocol for cryptographic identity and trust in AI agent communication. Provi
+- **[draft-jurkovikj-httpapi-agentic-state](https://datatracker.ietf.org/doc/draft-jurkovikj-httpapi-agentic-state/)** (score: 3.9) — Defines Agentic State Transfer (AST) HTTP profile for managing canonical resource state across multi
+- **[draft-tejido-swp-core](https://datatracker.ietf.org/doc/draft-tejido-swp-core/)** (score: 3.9) — Specifies SlimWire Protocol Core, a binary framing layer for agent/tool messaging with profile-based
+- **[draft-luan-rtgwg-sdaf](https://datatracker.ietf.org/doc/draft-luan-rtgwg-sdaf/)** (score: 3.8) — Proposes symmetry-driven forwarding mechanism for LEO satellite networks to avoid routing loops and 
+- **[draft-zhao-nmop-network-management-agent](https://datatracker.ietf.org/doc/draft-zhao-nmop-network-management-agent/)** (score: 3.8) — Defines AI-driven Network Management Agent concept for Level 4 autonomous networks. Specifies integr
+- **[draft-eckert-anima-acp-free-ani](https://datatracker.ietf.org/doc/draft-eckert-anima-acp-free-ani/)** (score: 3.8) — Describes lightweight variation of Autonomic Networking Infrastructure without expensive ACP impleme
+- **[draft-rosenberg-aiproto-framework](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/)** (score: 3.7) — Provides framework and requirements for AI agent protocols on the Internet. Surveys existing approac
+- **[draft-an-nmrg-i2icf-cits](https://datatracker.ietf.org/doc/draft-an-nmrg-i2icf-cits/)** (score: 3.7) — Defines framework for orchestrating In-Network Computing Functions in Cooperative Intelligent Transp
+- **[draft-melnikov-sasl2](https://datatracker.ietf.org/doc/draft-melnikov-sasl2/)** (score: 3.7) — Updates SASL framework to support modern authentication requirements including multi-factor authenti
+- **[draft-sogomonian-aiip-architecture](https://datatracker.ietf.org/doc/draft-sogomonian-aiip-architecture/)** (score: 3.7) — Defines architectural model for Artificial Intelligence Internet Protocol (AIIP) enabling stateless,
+- **[draft-rosenberg-aiproto](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto/)** (score: 3.7) — Defines N-ACT protocol for AI agents to discover and invoke third-party tools and APIs. Focuses on e
+- **[draft-rosenberg-aiproto-nact](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-nact/)** (score: 3.7) — Defines N-ACT protocol for AI agents to discover and invoke third-party tools and APIs. Focuses on e
+- **[draft-pocero-authkem-edhoc](https://datatracker.ietf.org/doc/draft-pocero-authkem-edhoc/)** (score: 3.7) — Extends EDHOC with KEM-based authentication for post-quantum resistance. Enables signature-free quan
+- **[draft-zyyhl-agent-networks-framework](https://datatracker.ietf.org/doc/draft-zyyhl-agent-networks-framework/)** (score: 3.6) — Defines comprehensive framework for AI agent networks based on Agent Network Protocol (ANP). Provide
+- **[draft-kotecha-agentic-dispute-protocol](https://datatracker.ietf.org/doc/draft-kotecha-agentic-dispute-protocol/)** (score: 3.6) — Defines a protocol for autonomous agents to file and resolve disputes through structured automated p
+- **[draft-mao-rtgwg-agent-comm-protocol-gap-analysis](https://datatracker.ietf.org/doc/draft-mao-rtgwg-agent-comm-protocol-gap-analysis/)** (score: 3.6) — Analyzes gaps in existing networking and AI protocols for cross-device communication between AI agen
+- **[draft-zlgsgl-rtgwg-agents-networking-framework](https://datatracker.ietf.org/doc/draft-zlgsgl-rtgwg-agents-networking-framework/)** (score: 3.6) — Introduces a comprehensive agents networking framework for enterprise and broadband environments. De
+- **[draft-han-rtgwg-agent-gateway-intercomm-framework](https://datatracker.ietf.org/doc/draft-han-rtgwg-agent-gateway-intercomm-framework/)** (score: 3.6) — Defines framework for intercommunication between Agent Gateways in Agent Internet ecosystem. Address
+- **[draft-yang-ioa-protocol](https://datatracker.ietf.org/doc/draft-yang-ioa-protocol/)** (score: 3.6) — Defines the Internet of Agents Protocol for distributed collaboration among heterogeneous AI agents.
+- **[draft-rosenberg-cheq](https://datatracker.ietf.org/doc/draft-rosenberg-cheq/)** (score: 3.6) — Proposes CHEQ protocol for human-in-the-loop confirmation of AI agent decisions before execution. Us
+- **[draft-mozleywilliams-dnsop-bandaid](https://datatracker.ietf.org/doc/draft-mozleywilliams-dnsop-bandaid/)** (score: 3.6) — Proposes using DNS with SVCB records to enable AI agent discovery and capability advertisement. Leve
+- **[draft-li-semantic-routing-architecture](https://datatracker.ietf.org/doc/draft-li-semantic-routing-architecture/)** (score: 3.6) — Introduces semantic routing architecture using intent vectors and trust scores for AI agent communic
+- **[draft-vandoulas-aidp](https://datatracker.ietf.org/doc/draft-vandoulas-aidp/)** (score: 3.6) — Defines a comprehensive control-plane protocol for secure agent interactions with delegation, author
+- **[draft-ietf-ace-edhoc-oscore-profile](https://datatracker.ietf.org/doc/draft-ietf-ace-edhoc-oscore-profile/)** (score: 3.6) — Defines ACE framework profile using EDHOC for mutual authentication and OSCORE for secure communicat
+- **[draft-liu-oauth-a2a-profile](https://datatracker.ietf.org/doc/draft-liu-oauth-a2a-profile/)** (score: 3.6) — Specifies OAuth Transaction Token profile for Agent-to-Agent communication. Embeds call chain contex
+- **[draft-liu-dmsc-acps-arc](https://datatracker.ietf.org/doc/draft-liu-dmsc-acps-arc/)** (score: 3.6) — Proposes Agent Collaboration Protocols architecture for Internet of Agents, covering agent lifecycle
+- **[draft-liang-agentdns](https://datatracker.ietf.org/doc/draft-liang-agentdns/)** (score: 3.5) — Proposes a DNS-inspired naming and service discovery system for LLM agents to enable autonomous disc
+- **[draft-song-oauth-ai-agent-collaborate-authz](https://datatracker.ietf.org/doc/draft-song-oauth-ai-agent-collaborate-authz/)** (score: 3.5) — Proposes OAuth 2.0 extension for multi-AI agent collaboration with applier-on-behalf-of authorizatio
+- **[draft-mozley-aidiscovery](https://datatracker.ietf.org/doc/draft-mozley-aidiscovery/)** (score: 3.5) — Defines requirements and considerations for AI agent-to-agent discovery mechanisms. Addresses the fu
+- **[draft-wang-hjs-accountability](https://datatracker.ietf.org/doc/draft-wang-hjs-accountability/)** (score: 3.5) — Defines HJS accountability layer for AI agents using blockchain-anchored timestamps to create immuta
+- **[draft-meta-layer-overview](https://datatracker.ietf.org/doc/draft-meta-layer-overview/)** (score: 3.5) — Introduces Meta-layer concept as coordination substrate for presence, annotation, and governance on 
+- **[draft-zhang-rvp-problem-statement](https://datatracker.ietf.org/doc/draft-zhang-rvp-problem-statement/)** (score: 3.5) — Proposes Real-Virtual Agent Protocol for coordinating physical entities with digital agents through 
+- **[draft-zeng-opsawg-applicability-mcp-a2a](https://datatracker.ietf.org/doc/draft-zeng-opsawg-applicability-mcp-a2a/)** (score: 3.5) — Analyzes NETCONF limitations for advanced scenarios and proposes MCP and A2A protocols as complement
+- **[draft-li-dmsc-mcps-agw](https://datatracker.ietf.org/doc/draft-li-dmsc-mcps-agw/)** (score: 3.5) — Defines a protocol suite using Agent Gateways as control-plane entities for multi-agent collaboratio
+- **[draft-jiang-seat-dynamic-attestation](https://datatracker.ietf.org/doc/draft-jiang-seat-dynamic-attestation/)** (score: 3.4) — Defines dynamic attestation mechanisms for AI agents to convey runtime posture changes during long-l
+- **[draft-romanchuk-normative-admissibility](https://datatracker.ietf.org/doc/draft-romanchuk-normative-admissibility/)** (score: 3.4) — Establishes a framework for evaluating whether autonomous agent speech acts are admissible based on 
+- **[draft-yan-a2a-device-agent-applicability](https://datatracker.ietf.org/doc/draft-yan-a2a-device-agent-applicability/)** (score: 3.4) — Discusses applying Agent-to-Agent (A2A) Protocol to network management for communication between Con
+- **[draft-stephan-ai-agent-6g](https://datatracker.ietf.org/doc/draft-stephan-ai-agent-6g/)** (score: 3.4) — Examines AI agent communication protocols specifically for 6G systems based on 3GPP requirements. Ex
+- **[draft-cosmos-protocol-specification](https://datatracker.ietf.org/doc/draft-cosmos-protocol-specification/)** (score: 3.3) — Defines comprehensive badge-based identity and communication system with trust scoring, post-quantum
+- **[draft-sz-dmsc-iaip](https://datatracker.ietf.org/doc/draft-sz-dmsc-iaip/)** (score: 3.3) — Defines Intent-based Agent Interconnection Protocol (IAIP) for dynamic agent discovery and routing a
+- **[draft-liu-rtgwg-agent-gateway-requirements](https://datatracker.ietf.org/doc/draft-liu-rtgwg-agent-gateway-requirements/)** (score: 3.2) — Discusses requirements for Agent Gateways in agent-to-agent communications to improve scalability, e
+- **[draft-pioli-agent-discovery](https://datatracker.ietf.org/doc/draft-pioli-agent-discovery/)** (score: 3.2) — Specifies ARDP, a lightweight protocol for agent registration and discovery in distributed environme
+- **[draft-gaikwad-woa](https://datatracker.ietf.org/doc/draft-gaikwad-woa/)** (score: 3.2) — Specifies Web of Agents (WoA) format using JSON Schema to describe AI agent inputs/outputs served fr
+- **[draft-mao-rtgwg-apn-framework-for-ioa](https://datatracker.ietf.org/doc/draft-mao-rtgwg-apn-framework-for-ioa/)** (score: 3.2) — Applies Application-aware Performance Network framework to Internet of Agents scenario. Addresses ne
+- **[draft-zhang-dmsc-ioa-semantic-interaction](https://datatracker.ietf.org/doc/draft-zhang-dmsc-ioa-semantic-interaction/)** (score: 3.2) — Specifies a semantic layer for Internet of Agents using ontology models and JSON-LD serialization. D
+- **[draft-sun-zhang-iaip](https://datatracker.ietf.org/doc/draft-sun-zhang-iaip/)** (score: 3.2) — Defines Intent-based Agent Interconnection Protocol for Agent Gateways, focusing on semantic intent 
+- **[draft-yao-agent-auth-considerations](https://datatracker.ietf.org/doc/draft-yao-agent-auth-considerations/)** (score: 3.1) — Extends OAuth model for AI agent authentication and authorization in Agent Communication Networks. P
+- **[draft-li-dmsc-inf-architecture](https://datatracker.ietf.org/doc/draft-li-dmsc-inf-architecture/)** (score: 3.1) — Proposes a network infrastructure architecture for large-scale multi-agent collaboration. Focuses on
+- **[draft-a2a-moqt-transport](https://datatracker.ietf.org/doc/draft-a2a-moqt-transport/)** (score: 3.1) — Specifies transport of Agent-to-Agent protocol over Media over QUIC Transport. Leverages MOQT's publ
+- **[draft-nandakumar-a2a-moqt-transport](https://datatracker.ietf.org/doc/draft-nandakumar-a2a-moqt-transport/)** (score: 3.0) — Identical specification to draft-a2a-moqt-transport for transporting Agent-to-Agent protocol over MO
+- **[draft-hong-nmrg-agenticai-ps](https://datatracker.ietf.org/doc/draft-hong-nmrg-agenticai-ps/)** (score: 3.0) — Presents problem statement and motivations for applying Agentic AI to network management. Emphasizes
+- **[draft-fu-nmop-agent-communication-framework](https://datatracker.ietf.org/doc/draft-fu-nmop-agent-communication-framework/)** (score: 3.0) — Proposes a multi-agent communication framework for network AIOps with AI gateway, Agent Name Service
+- **[draft-cui-dmsc-agent-cdi](https://datatracker.ietf.org/doc/draft-cui-dmsc-agent-cdi/)** (score: 3.0) — Defines comprehensive framework for cross-domain AI agent interoperability including identity federa
+- **[draft-yang-dmsc-ioa-task-protocol](https://datatracker.ietf.org/doc/draft-yang-dmsc-ioa-task-protocol/)** (score: 3.0) — Defines a protocol for distributed collaboration among heterogeneous AI agents, enabling dynamic tea
+- **[draft-ramakrishna-satp-data-sharing](https://datatracker.ietf.org/doc/draft-ramakrishna-satp-data-sharing/)** (score: 2.9) — Defines a DLT-neutral protocol for sharing asset views and metadata across blockchain networks via g
+
+## AI safety / guardrails / alignment (1 drafts)
+
+- **[draft-chen-agent-decoupled-authorization-model](https://datatracker.ietf.org/doc/draft-chen-agent-decoupled-authorization-model/)** (score: 3.5) — This draft proposes a decoupled authorization framework for AI agents that enables dynamic, intent-b
+
+## AI safety/alignment (35 drafts)
+
+- **[draft-aylward-daap-v2](https://datatracker.ietf.org/doc/draft-aylward-daap-v2/)** (score: 4.8) — Defines comprehensive protocol for AI agent accountability including authentication, monitoring, and
+- **[draft-guy-bary-stamp-protocol](https://datatracker.ietf.org/doc/draft-guy-bary-stamp-protocol/)** (score: 4.6) — Defines STAMP protocol for cryptographic delegation and proof in AI agent systems. Provides task-bou
+- **[draft-drake-email-tpm-attestation](https://datatracker.ietf.org/doc/draft-drake-email-tpm-attestation/)** (score: 4.6) — Defines hardware attestation for email using TPM verification chains to prevent spam and provide Syb
+- **[draft-goswami-agentic-jwt](https://datatracker.ietf.org/doc/draft-goswami-agentic-jwt/)** (score: 4.5) — Extends OAuth 2.0 with Agentic JWT to address authorization challenges in autonomous AI systems. Int
+- **[draft-birkholz-verifiable-agent-conversations](https://datatracker.ietf.org/doc/draft-birkholz-verifiable-agent-conversations/)** (score: 4.5) — Defines CDDL-based data format for verifiable agent conversation records using COSE signing. Support
+- **[draft-aylward-aiga-2](https://datatracker.ietf.org/doc/draft-aylward-aiga-2/)** (score: 4.5) — Comprehensive AI governance framework with tiered risk model, federated authority network, and econo
+- **[draft-mw-wimse-transitive-attestation](https://datatracker.ietf.org/doc/draft-mw-wimse-transitive-attestation/)** (score: 4.3) — Defines WIMSE profile for cryptographically binding workload identities to their execution environme
+- **[draft-aylward-aiga-1](https://datatracker.ietf.org/doc/draft-aylward-aiga-1/)** (score: 4.2) — Specifies AI Governance and Accountability Protocol with tiered risk-based governance model. Include
+- **[draft-aap-oauth-profile](https://datatracker.ietf.org/doc/draft-aap-oauth-profile/)** (score: 4.2) — Defines an OAuth 2.0 authorization profile specifically for autonomous AI agents, extending existing
+- **[draft-zhang-dmsc-mas-communication](https://datatracker.ietf.org/doc/draft-zhang-dmsc-mas-communication/)** (score: 4.2) — Analyzes security risks in multi-agent communication and limitations of existing protocols like TLS 
+- **[draft-jewell-aibdp](https://datatracker.ietf.org/doc/draft-jewell-aibdp/)** (score: 4.2) — Defines AI Boundary Declaration Protocol for expressing content usage boundaries for AI systems. Pro
+- **[draft-liu-agent-operation-authorization](https://datatracker.ietf.org/doc/draft-liu-agent-operation-authorization/)** (score: 4.1) — Specifies framework for verifiable delegation of actions from humans to AI agents using JWT tokens. 
+- **[draft-cui-nmrg-llm-nm](https://datatracker.ietf.org/doc/draft-cui-nmrg-llm-nm/)** (score: 4.1) — Defines framework for collaborative network management between LLM agents and human operators. Intro
+- **[draft-schulze-ecap](https://datatracker.ietf.org/doc/draft-schulze-ecap/)** (score: 4.1) — ECAP defines a cryptographically-verified protocol for web crawlers to obtain consent from hosts bef
+- **[draft-mw-spice-actor-chain](https://datatracker.ietf.org/doc/draft-mw-spice-actor-chain/)** (score: 4.1) — Extends OAuth 2.0 Token Exchange with cryptographically verifiable actor chains to provide tamper-ev
+- **[draft-barney-caam](https://datatracker.ietf.org/doc/draft-barney-caam/)** (score: 4.0) — Specifies Contextual Agent Authorization Mesh for runtime authorization of agents after discovery, p
+- **[draft-rosenberg-aiproto-cheq](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-cheq/)** (score: 3.9) — Proposes CHEQ protocol for human confirmation of AI agent decisions before execution. Protects again
+- **[draft-berlinai-vera](https://datatracker.ietf.org/doc/draft-berlinai-vera/)** (score: 3.9) — Introduces VERA, a zero-trust architecture for AI agent security with five enforcement pillars and c
+- **[draft-chen-ai-agent-auth-new-requirements](https://datatracker.ietf.org/doc/draft-chen-ai-agent-auth-new-requirements/)** (score: 3.8) — Identifies new authentication and authorization requirements for AI agents that go beyond traditiona
+- **[draft-ni-a2a-ai-agent-security-requirements](https://datatracker.ietf.org/doc/draft-ni-a2a-ai-agent-security-requirements/)** (score: 3.7) — Establishes security requirements for AI agents across their operational lifecycle. Covers provision
+- **[draft-kotecha-agentic-dispute-protocol](https://datatracker.ietf.org/doc/draft-kotecha-agentic-dispute-protocol/)** (score: 3.6) — Defines a protocol for autonomous agents to file and resolve disputes through structured automated p
+- **[draft-rosenberg-oauth-aauth](https://datatracker.ietf.org/doc/draft-rosenberg-oauth-aauth/)** (score: 3.6) — Extends OAuth 2.1 for AI agents operating through PSTN/SMS channels to obtain access tokens using PI
+- **[draft-rosenberg-cheq](https://datatracker.ietf.org/doc/draft-rosenberg-cheq/)** (score: 3.6) — Proposes CHEQ protocol for human-in-the-loop confirmation of AI agent decisions before execution. Us
+- **[draft-messous-eat-ai](https://datatracker.ietf.org/doc/draft-messous-eat-ai/)** (score: 3.6) — Defines an Entity Attestation Token profile for remote attestation of autonomous AI agents, specifyi
+- **[draft-wang-hjs-accountability](https://datatracker.ietf.org/doc/draft-wang-hjs-accountability/)** (score: 3.5) — Defines HJS accountability layer for AI agents using blockchain-anchored timestamps to create immuta
+- **[draft-ietf-sml-trust](https://datatracker.ietf.org/doc/draft-ietf-sml-trust/)** (score: 3.5) — Provides trust and security recommendations for handling structured data in email messages. Addresse
+- **[draft-yuan-rtgwg-security-agent-usecase](https://datatracker.ietf.org/doc/draft-yuan-rtgwg-security-agent-usecase/)** (score: 3.4) — Proposes AI Network Security Agents for routers to provide intelligent, adaptive security capabiliti
+- **[draft-huang-rats-agentic-eat-cap-attest](https://datatracker.ietf.org/doc/draft-huang-rats-agentic-eat-cap-attest/)** (score: 3.4) — Extends Entity Attestation Token (EAT) to support capability attestation for agentic AI systems. Ena
+- **[draft-jiang-seat-dynamic-attestation](https://datatracker.ietf.org/doc/draft-jiang-seat-dynamic-attestation/)** (score: 3.4) — Defines dynamic attestation mechanisms for AI agents to convey runtime posture changes during long-l
+- **[draft-romanchuk-normative-admissibility](https://datatracker.ietf.org/doc/draft-romanchuk-normative-admissibility/)** (score: 3.4) — Establishes a framework for evaluating whether autonomous agent speech acts are admissible based on 
+- **[draft-diaconu-agents-authz-info-sharing](https://datatracker.ietf.org/doc/draft-diaconu-agents-authz-info-sharing/)** (score: 3.2) — Addresses authorization challenges in distributed multi-agent systems across multiple domains. Cover
+- **[draft-kale-agntcy-federated-privacy](https://datatracker.ietf.org/doc/draft-kale-agntcy-federated-privacy/)** (score: 3.2) — Specifies architecture for privacy-preserving federated learning across multi-tenant AI agent system
+- **[draft-mvieuille-kerpass-ephemsec](https://datatracker.ietf.org/doc/draft-mvieuille-kerpass-ephemsec/)** (score: 3.1) — Specifies EPHEMSEC algorithm for generating one-time passwords using public key cryptography instead
+- **[draft-contario-totp-secure-enrollment](https://datatracker.ietf.org/doc/draft-contario-totp-secure-enrollment/)** (score: 3.1) — Extends TOTP enrollment to prevent key compromise through QR code capture or key persistence in exte
+- **[draft-architect-cittamarket](https://datatracker.ietf.org/doc/draft-architect-cittamarket/)** (score: 3.1) — Specifies protocol for immutable AGI system identification using Bitcoin blockchain anchoring. Defin
+
+## Agent discovery / registration (9 drafts)
+
+- **[draft-nandakumar-agent-sd-jwt](https://datatracker.ietf.org/doc/draft-nandakumar-agent-sd-jwt/)** (score: 3.9) — This draft defines SD-Card, a Selective Disclosure JWT encoding of Agent Cards that enables privacy-
+- **[draft-wahl-scim-agent-schema](https://datatracker.ietf.org/doc/draft-wahl-scim-agent-schema/)** (score: 3.9) — This draft extends the SCIM (System for Cross-domain Identity Management) protocol to support AI age
+- **[draft-huang-acme-scalable-agent-enrollment](https://datatracker.ietf.org/doc/draft-huang-acme-scalable-agent-enrollment/)** (score: 3.5) — This draft proposes two scalable models for certificate enrollment of AI agents: one using Zero-Know
+- **[draft-zheng-dispatch-agent-identity-management](https://datatracker.ietf.org/doc/draft-zheng-dispatch-agent-identity-management/)** (score: 3.3) — This draft proposes an identity management framework for agents in an Internet of Agents (IOA) syste
+- **[draft-narvaneni-agent-uri](https://datatracker.ietf.org/doc/draft-narvaneni-agent-uri/)** (score: 3.3) — This draft defines the agent:// URI scheme for addressing and interoperating with software agents ac
+- **[draft-hw-ai-agent-6g](https://datatracker.ietf.org/doc/draft-hw-ai-agent-6g/)** (score: 3.1) — This draft analyzes requirements for agent protocols specifically tailored to 6G mobile networks, ex
+- **[draft-cui-ai-agent-task](https://datatracker.ietf.org/doc/draft-cui-ai-agent-task/)** (score: 3.0) — This draft proposes requirements for standardized AI agent protocols to enable task-oriented coordin
+- **[draft-yl-agent-id-requirements](https://datatracker.ietf.org/doc/draft-yl-agent-id-requirements/)** (score: 2.9) — This draft proposes requirements for digital identity management in AI agent communication protocols
+- **[draft-wang-nmrg-magent-im](https://datatracker.ietf.org/doc/draft-wang-nmrg-magent-im/)** (score: 2.9) — This draft proposes a protocol-agnostic data model for multi-agent communication in autonomous netwo
+
+## Agent discovery/reg (50 drafts)
+
+- **[draft-narajala-ans](https://datatracker.ietf.org/doc/draft-narajala-ans/)** (score: 4.2) — Introduces Agent Name Service (ANS) as a DNS-based universal directory for AI agent discovery and ve
+- **[draft-li-dmsc-macp](https://datatracker.ietf.org/doc/draft-li-dmsc-macp/)** (score: 4.2) — Specifies a comprehensive multi-agent collaboration protocol suite using Agent Gateways for registra
+- **[draft-cui-dns-native-agent-naming-resolution](https://datatracker.ietf.org/doc/draft-cui-dns-native-agent-naming-resolution/)** (score: 4.1) — Specifies DNS-native naming and resolution for AI agents using FQDNs and SVCB records. Emphasizes DN
+- **[draft-nederveld-adl](https://datatracker.ietf.org/doc/draft-nederveld-adl/)** (score: 4.1) — Defines ADL, a JSON-based standard for describing AI agents including their capabilities, tools, per
+- **[draft-ainp-protocol](https://datatracker.ietf.org/doc/draft-ainp-protocol/)** (score: 3.9) — Defines semantic communication protocol for AI agents using intent-based routing and negotiation. Re
+- **[draft-ietf-lake-authz](https://datatracker.ietf.org/doc/draft-ietf-lake-authz/)** (score: 3.9) — Specifies lightweight authorization using EDHOC for zero-touch device onboarding. Enables secure enr
+- **[draft-agent-gw](https://datatracker.ietf.org/doc/draft-agent-gw/)** (score: 3.9) — Proposes an Intelligent Agent Communication Gateway for large-scale multi-agent collaboration. Featu
+- **[draft-mp-agntcy-ads](https://datatracker.ietf.org/doc/draft-mp-agntcy-ads/)** (score: 3.9) — Describes Agent Directory Service for storing and discovering AI agent metadata based on skills. Fea
+- **[draft-rosenberg-aiproto-a2t](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-a2t/)** (score: 3.9) — Defines Agent-to-Tool (A2T) protocol for integrating third-party APIs into AI agent operations. Prov
+- **[draft-cui-ai-agent-discovery-invocation](https://datatracker.ietf.org/doc/draft-cui-ai-agent-discovery-invocation/)** (score: 3.9) — Proposes standardized protocol for AI agent discovery and invocation with common metadata format and
+- **[draft-sogomonian-ai-uri-scheme](https://datatracker.ietf.org/doc/draft-sogomonian-ai-uri-scheme/)** (score: 3.8) — Defines experimental AI URI scheme for dedicated AI resource access. Enables native connectivity for
+- **[draft-abbey-scim-agent-extension](https://datatracker.ietf.org/doc/draft-abbey-scim-agent-extension/)** (score: 3.8) — Extends SCIM 2.0 protocol to manage AI agents and agentic applications across domains. Adds new sche
+- **[draft-eckert-anima-acp-free-ani](https://datatracker.ietf.org/doc/draft-eckert-anima-acp-free-ani/)** (score: 3.8) — Describes lightweight variation of Autonomic Networking Infrastructure without expensive ACP impleme
+- **[draft-zheng-agent-identity-management](https://datatracker.ietf.org/doc/draft-zheng-agent-identity-management/)** (score: 3.7) — Defines comprehensive agent identity management for Internet of Agents systems. Covers agent registr
+- **[draft-an-nmrg-i2icf-cits](https://datatracker.ietf.org/doc/draft-an-nmrg-i2icf-cits/)** (score: 3.7) — Defines framework for orchestrating In-Network Computing Functions in Cooperative Intelligent Transp
+- **[draft-rosenberg-aiproto](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto/)** (score: 3.7) — Defines N-ACT protocol for AI agents to discover and invoke third-party tools and APIs. Focuses on e
+- **[draft-rosenberg-aiproto-nact](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-nact/)** (score: 3.7) — Defines N-ACT protocol for AI agents to discover and invoke third-party tools and APIs. Focuses on e
+- **[draft-zyyhl-agent-networks-framework](https://datatracker.ietf.org/doc/draft-zyyhl-agent-networks-framework/)** (score: 3.6) — Defines comprehensive framework for AI agent networks based on Agent Network Protocol (ANP). Provide
+- **[draft-zlgsgl-rtgwg-agents-networking-framework](https://datatracker.ietf.org/doc/draft-zlgsgl-rtgwg-agents-networking-framework/)** (score: 3.6) — Introduces a comprehensive agents networking framework for enterprise and broadband environments. De
+- **[draft-han-rtgwg-agent-gateway-intercomm-framework](https://datatracker.ietf.org/doc/draft-han-rtgwg-agent-gateway-intercomm-framework/)** (score: 3.6) — Defines framework for intercommunication between Agent Gateways in Agent Internet ecosystem. Address
+- **[draft-yang-ioa-protocol](https://datatracker.ietf.org/doc/draft-yang-ioa-protocol/)** (score: 3.6) — Defines the Internet of Agents Protocol for distributed collaboration among heterogeneous AI agents.
+- **[draft-mozleywilliams-dnsop-bandaid](https://datatracker.ietf.org/doc/draft-mozleywilliams-dnsop-bandaid/)** (score: 3.6) — Proposes using DNS with SVCB records to enable AI agent discovery and capability advertisement. Leve
+- **[draft-li-semantic-routing-architecture](https://datatracker.ietf.org/doc/draft-li-semantic-routing-architecture/)** (score: 3.6) — Introduces semantic routing architecture using intent vectors and trust scores for AI agent communic
+- **[draft-mozleywilliams-dnsop-dnsaid](https://datatracker.ietf.org/doc/draft-mozleywilliams-dnsop-dnsaid/)** (score: 3.6) — Uses existing DNS infrastructure for AI agent discovery through structured namespace and metadata ex
+- **[draft-eggert-mailmaint-uaautoconf](https://datatracker.ietf.org/doc/draft-eggert-mailmaint-uaautoconf/)** (score: 3.6) — Specifies automatic configuration mechanism for email, calendar, and contact applications. Enables s
+- **[draft-liu-dmsc-acps-arc](https://datatracker.ietf.org/doc/draft-liu-dmsc-acps-arc/)** (score: 3.6) — Proposes Agent Collaboration Protocols architecture for Internet of Agents, covering agent lifecycle
+- **[draft-liang-agentdns](https://datatracker.ietf.org/doc/draft-liang-agentdns/)** (score: 3.5) — Proposes a DNS-inspired naming and service discovery system for LLM agents to enable autonomous disc
+- **[draft-mozley-aidiscovery](https://datatracker.ietf.org/doc/draft-mozley-aidiscovery/)** (score: 3.5) — Defines requirements and considerations for AI agent-to-agent discovery mechanisms. Addresses the fu
+- **[draft-ye-problems-and-requirements-of-dns-for-ioa](https://datatracker.ietf.org/doc/draft-ye-problems-and-requirements-of-dns-for-ioa/)** (score: 3.5) — Analyzes DNS challenges for Internet of Agents scenarios and identifies technical requirements. Expl
+- **[draft-li-dmsc-mcps-agw](https://datatracker.ietf.org/doc/draft-li-dmsc-mcps-agw/)** (score: 3.5) — Defines a protocol suite using Agent Gateways as control-plane entities for multi-agent collaboratio
+- **[draft-kartha-grd](https://datatracker.ietf.org/doc/draft-kartha-grd/)** (score: 3.4) — Defines architectural framework for discovering network resources based on physical location and con
+- **[draft-stephan-ai-agent-6g](https://datatracker.ietf.org/doc/draft-stephan-ai-agent-6g/)** (score: 3.4) — Examines AI agent communication protocols specifically for 6G systems based on 3GPP requirements. Ex
+- **[draft-zeng-nmrg-mcp-usecases-requirements](https://datatracker.ietf.org/doc/draft-zeng-nmrg-mcp-usecases-requirements/)** (score: 3.4) — Presents problem statement for integrating Model Context Protocol into network management for AI age
+- **[draft-sz-dmsc-iaip](https://datatracker.ietf.org/doc/draft-sz-dmsc-iaip/)** (score: 3.3) — Defines Intent-based Agent Interconnection Protocol (IAIP) for dynamic agent discovery and routing a
+- **[draft-jeong-opsawg-intent-based-sdv-framework](https://datatracker.ietf.org/doc/draft-jeong-opsawg-intent-based-sdv-framework/)** (score: 3.3) — Proposes intent-based management framework for Software-Defined Vehicles in ITS environments. Covers
+- **[draft-liu-rtgwg-agent-gateway-requirements](https://datatracker.ietf.org/doc/draft-liu-rtgwg-agent-gateway-requirements/)** (score: 3.2) — Discusses requirements for Agent Gateways in agent-to-agent communications to improve scalability, e
+- **[draft-pioli-agent-discovery](https://datatracker.ietf.org/doc/draft-pioli-agent-discovery/)** (score: 3.2) — Specifies ARDP, a lightweight protocol for agent registration and discovery in distributed environme
+- **[draft-gaikwad-woa](https://datatracker.ietf.org/doc/draft-gaikwad-woa/)** (score: 3.2) — Specifies Web of Agents (WoA) format using JSON Schema to describe AI agent inputs/outputs served fr
+- **[draft-tong-network-agent-use-cases-in-6g](https://datatracker.ietf.org/doc/draft-tong-network-agent-use-cases-in-6g/)** (score: 3.2) — Introduces network AI agent use cases in 6G focusing on connectivity services and third-party applic
+- **[draft-meunier-webbotauth-registry](https://datatracker.ietf.org/doc/draft-meunier-webbotauth-registry/)** (score: 3.2) — Defines a JSON format for web bot signature agent cards to advertise identity, purpose, and cryptogr
+- **[draft-mao-rtgwg-apn-framework-for-ioa](https://datatracker.ietf.org/doc/draft-mao-rtgwg-apn-framework-for-ioa/)** (score: 3.2) — Applies Application-aware Performance Network framework to Internet of Agents scenario. Addresses ne
+- **[draft-zhang-dmsc-ioa-semantic-interaction](https://datatracker.ietf.org/doc/draft-zhang-dmsc-ioa-semantic-interaction/)** (score: 3.2) — Specifies a semantic layer for Internet of Agents using ontology models and JSON-LD serialization. D
+- **[draft-sun-zhang-iaip](https://datatracker.ietf.org/doc/draft-sun-zhang-iaip/)** (score: 3.2) — Defines Intent-based Agent Interconnection Protocol for Agent Gateways, focusing on semantic intent 
+- **[draft-a2a-moqt-transport](https://datatracker.ietf.org/doc/draft-a2a-moqt-transport/)** (score: 3.1) — Specifies transport of Agent-to-Agent protocol over Media over QUIC Transport. Leverages MOQT's publ
+- **[draft-levy-llm-uri-scheme](https://datatracker.ietf.org/doc/draft-levy-llm-uri-scheme/)** (score: 3.1) — Defines a URI scheme for identifying LLM endpoints with embedded configuration parameters. Creates a
+- **[draft-vinaysingh-awp-wellknown](https://datatracker.ietf.org/doc/draft-vinaysingh-awp-wellknown/)** (score: 3.1) — Defines well-known URI and link relation for exposing website workflows to automated agents. Provide
+- **[draft-nandakumar-a2a-moqt-transport](https://datatracker.ietf.org/doc/draft-nandakumar-a2a-moqt-transport/)** (score: 3.0) — Identical specification to draft-a2a-moqt-transport for transporting Agent-to-Agent protocol over MO
+- **[draft-fu-nmop-agent-communication-framework](https://datatracker.ietf.org/doc/draft-fu-nmop-agent-communication-framework/)** (score: 3.0) — Proposes a multi-agent communication framework for network AIOps with AI gateway, Agent Name Service
+- **[draft-yang-dmsc-ioa-task-protocol](https://datatracker.ietf.org/doc/draft-yang-dmsc-ioa-task-protocol/)** (score: 3.0) — Defines a protocol for distributed collaboration among heterogeneous AI agents, enabling dynamic tea
+- **[draft-ietf-roll-enrollment-priority](https://datatracker.ietf.org/doc/draft-ietf-roll-enrollment-priority/)** (score: 2.9) — Provides mechanism for RPL Root to control enrollment announcements and adjust enrollment priorities
+
+## Agent identity/auth (86 drafts)
+
+- **[draft-aylward-daap-v2](https://datatracker.ietf.org/doc/draft-aylward-daap-v2/)** (score: 4.8) — Defines comprehensive protocol for AI agent accountability including authentication, monitoring, and
+- **[draft-guy-bary-stamp-protocol](https://datatracker.ietf.org/doc/draft-guy-bary-stamp-protocol/)** (score: 4.6) — Defines STAMP protocol for cryptographic delegation and proof in AI agent systems. Provides task-bou
+- **[draft-drake-email-tpm-attestation](https://datatracker.ietf.org/doc/draft-drake-email-tpm-attestation/)** (score: 4.6) — Defines hardware attestation for email using TPM verification chains to prevent spam and provide Syb
+- **[draft-ietf-lake-app-profiles](https://datatracker.ietf.org/doc/draft-ietf-lake-app-profiles/)** (score: 4.6) — Defines canonical CBOR representation for EDHOC application profiles and coordination mechanisms for
+- **[draft-goswami-agentic-jwt](https://datatracker.ietf.org/doc/draft-goswami-agentic-jwt/)** (score: 4.5) — Extends OAuth 2.0 with Agentic JWT to address authorization challenges in autonomous AI systems. Int
+- **[draft-aylward-aiga-2](https://datatracker.ietf.org/doc/draft-aylward-aiga-2/)** (score: 4.5) — Comprehensive AI governance framework with tiered risk model, federated authority network, and econo
+- **[draft-ietf-anima-constrained-voucher](https://datatracker.ietf.org/doc/draft-ietf-anima-constrained-voucher/)** (score: 4.3) — Adapts BRSKI secure device onboarding for constrained IoT environments using CBOR vouchers and CoAP/
+- **[draft-ietf-hpke-hpke](https://datatracker.ietf.org/doc/draft-ietf-hpke-hpke/)** (score: 4.3) — Comprehensive specification for hybrid public key encryption supporting arbitrary-sized plaintexts. 
+- **[draft-mw-wimse-transitive-attestation](https://datatracker.ietf.org/doc/draft-mw-wimse-transitive-attestation/)** (score: 4.3) — Defines WIMSE profile for cryptographically binding workload identities to their execution environme
+- **[draft-dhir-http-agent-profile](https://datatracker.ietf.org/doc/draft-dhir-http-agent-profile/)** (score: 4.2) — Defines HTTP Agent Profile for authenticating agent traffic, separating human from agent traffic, an
+- **[draft-chen-oauth-rar-agent-extensions](https://datatracker.ietf.org/doc/draft-chen-oauth-rar-agent-extensions/)** (score: 4.2) — Extends OAuth RAR with policy_context and lifecycle_binding members for AI agent environments. Enabl
+- **[draft-aylward-aiga-1](https://datatracker.ietf.org/doc/draft-aylward-aiga-1/)** (score: 4.2) — Specifies AI Governance and Accountability Protocol with tiered risk-based governance model. Include
+- **[draft-aap-oauth-profile](https://datatracker.ietf.org/doc/draft-aap-oauth-profile/)** (score: 4.2) — Defines an OAuth 2.0 authorization profile specifically for autonomous AI agents, extending existing
+- **[draft-narajala-ans](https://datatracker.ietf.org/doc/draft-narajala-ans/)** (score: 4.2) — Introduces Agent Name Service (ANS) as a DNS-based universal directory for AI agent discovery and ve
+- **[draft-oauth-transaction-tokens-for-agents](https://datatracker.ietf.org/doc/draft-oauth-transaction-tokens-for-agents/)** (score: 4.2) — Extends OAuth Transaction Tokens framework to support agent context propagation with actor and princ
+- **[draft-zhang-dmsc-mas-communication](https://datatracker.ietf.org/doc/draft-zhang-dmsc-mas-communication/)** (score: 4.2) — Analyzes security risks in multi-agent communication and limitations of existing protocols like TLS 
+- **[draft-li-dmsc-macp](https://datatracker.ietf.org/doc/draft-li-dmsc-macp/)** (score: 4.2) — Specifies a comprehensive multi-agent collaboration protocol suite using Agent Gateways for registra
+- **[draft-lake-pocero-authkem-ikr-edhoc](https://datatracker.ietf.org/doc/draft-lake-pocero-authkem-ikr-edhoc/)** (score: 4.2) — Specifies an optimized KEM-based authentication variant for EDHOC protocol in scenarios where the in
+- **[draft-cui-dns-native-agent-naming-resolution](https://datatracker.ietf.org/doc/draft-cui-dns-native-agent-naming-resolution/)** (score: 4.1) — Specifies DNS-native naming and resolution for AI agents using FQDNs and SVCB records. Emphasizes DN
+- **[draft-liu-agent-operation-authorization](https://datatracker.ietf.org/doc/draft-liu-agent-operation-authorization/)** (score: 4.1) — Specifies framework for verifiable delegation of actions from humans to AI agents using JWT tokens. 
+- **[draft-schulze-ecap](https://datatracker.ietf.org/doc/draft-schulze-ecap/)** (score: 4.1) — ECAP defines a cryptographically-verified protocol for web crawlers to obtain consent from hosts bef
+- **[draft-mw-spice-actor-chain](https://datatracker.ietf.org/doc/draft-mw-spice-actor-chain/)** (score: 4.1) — Extends OAuth 2.0 Token Exchange with cryptographically verifiable actor chains to provide tamper-ev
+- **[draft-spm-lake-pqsuites](https://datatracker.ietf.org/doc/draft-spm-lake-pqsuites/)** (score: 4.1) — Defines quantum-resistant cipher suites for EDHOC using ML-DSA signatures and ML-KEM key exchange. S
+- **[draft-mishra-oauth-agent-grants](https://datatracker.ietf.org/doc/draft-mishra-oauth-agent-grants/)** (score: 4.0) — Extends OAuth 2.0 for AI agent authorization with human consent verification, revocation, and audit 
+- **[draft-barney-caam](https://datatracker.ietf.org/doc/draft-barney-caam/)** (score: 4.0) — Specifies Contextual Agent Authorization Mesh for runtime authorization of agents after discovery, p
+- **[draft-nennemann-wimse-ect](https://datatracker.ietf.org/doc/draft-nennemann-wimse-ect/)** (score: 4.0) — Defines Execution Context Tokens as JWT extension to WIMSE for tracking task execution in distribute
+- **[draft-ietf-lake-authz](https://datatracker.ietf.org/doc/draft-ietf-lake-authz/)** (score: 3.9) — Specifies lightweight authorization using EDHOC for zero-touch device onboarding. Enables secure enr
+- **[draft-ietf-ace-coap-est-oscore](https://datatracker.ietf.org/doc/draft-ietf-ace-coap-est-oscore/)** (score: 3.9) — Specifies carrying EST certificate provisioning over CoAP using OSCORE protection instead of DTLS. B
+- **[draft-berlinai-vera](https://datatracker.ietf.org/doc/draft-berlinai-vera/)** (score: 3.9) — Introduces VERA, a zero-trust architecture for AI agent security with five enforcement pillars and c
+- **[draft-josefsson-chempat](https://datatracker.ietf.org/doc/draft-josefsson-chempat/)** (score: 3.9) — Generic framework for Post-Quantum/Traditional hybrid key encapsulation mechanisms. Provides concret
+- **[draft-ravikiran-clawdentity-protocol](https://datatracker.ietf.org/doc/draft-ravikiran-clawdentity-protocol/)** (score: 3.9) — Specifies Clawdentity protocol for cryptographic identity and trust in AI agent communication. Provi
+- **[draft-bradleylundberg-cfrg-arkg](https://datatracker.ietf.org/doc/draft-bradleylundberg-cfrg-arkg/)** (score: 3.9) — Defines Asynchronous Remote Key Generation algorithm enabling delegation of public key generation wi
+- **[draft-ietf-emu-hybrid-pqc-eapaka](https://datatracker.ietf.org/doc/draft-ietf-emu-hybrid-pqc-eapaka/)** (score: 3.8) — Enhances EAP-AKA' with post-quantum cryptography to address quantum computing threats. Uses hybrid P
+- **[draft-chen-ai-agent-auth-new-requirements](https://datatracker.ietf.org/doc/draft-chen-ai-agent-auth-new-requirements/)** (score: 3.8) — Identifies new authentication and authorization requirements for AI agents that go beyond traditiona
+- **[draft-sogomonian-ai-uri-scheme](https://datatracker.ietf.org/doc/draft-sogomonian-ai-uri-scheme/)** (score: 3.8) — Defines experimental AI URI scheme for dedicated AI resource access. Enables native connectivity for
+- **[draft-srijal-agents-policy](https://datatracker.ietf.org/doc/draft-srijal-agents-policy/)** (score: 3.8) — Specifies AGENTS.TXT protocol as strict plaintext policy file for automated clients, bots, and crawl
+- **[draft-abbey-scim-agent-extension](https://datatracker.ietf.org/doc/draft-abbey-scim-agent-extension/)** (score: 3.8) — Extends SCIM 2.0 protocol to manage AI agents and agentic applications across domains. Adds new sche
+- **[draft-eckert-anima-acp-free-ani](https://datatracker.ietf.org/doc/draft-eckert-anima-acp-free-ani/)** (score: 3.8) — Describes lightweight variation of Autonomic Networking Infrastructure without expensive ACP impleme
+- **[draft-scim-agent-extension](https://datatracker.ietf.org/doc/draft-scim-agent-extension/)** (score: 3.7) — Extends SCIM 2.0 specification to manage agents and agentic applications across domains. Builds on e
+- **[draft-zheng-agent-identity-management](https://datatracker.ietf.org/doc/draft-zheng-agent-identity-management/)** (score: 3.7) — Defines comprehensive agent identity management for Internet of Agents systems. Covers agent registr
+- **[draft-melnikov-sasl2](https://datatracker.ietf.org/doc/draft-melnikov-sasl2/)** (score: 3.7) — Updates SASL framework to support modern authentication requirements including multi-factor authenti
+- **[draft-ietf-lamps-attestation-freshness](https://datatracker.ietf.org/doc/draft-ietf-lamps-attestation-freshness/)** (score: 3.7) — Outlines how nonces are supplied to end entities by RA/CA for inclusion in attestation evidence with
+- **[draft-ietf-lake-ra](https://datatracker.ietf.org/doc/draft-ietf-lake-ra/)** (score: 3.7) — Specifies remote attestation procedures integrated with EDHOC lightweight key exchange protocol. Ena
+- **[draft-gaikwad-south-authorization](https://datatracker.ietf.org/doc/draft-gaikwad-south-authorization/)** (score: 3.7) — Authorization protocol supporting probabilistic decisions for agents and services. Enables uncertain
+- **[draft-sogomonian-aiip-architecture](https://datatracker.ietf.org/doc/draft-sogomonian-aiip-architecture/)** (score: 3.7) — Defines architectural model for Artificial Intelligence Internet Protocol (AIIP) enabling stateless,
+- **[draft-ni-a2a-ai-agent-security-requirements](https://datatracker.ietf.org/doc/draft-ni-a2a-ai-agent-security-requirements/)** (score: 3.7) — Establishes security requirements for AI agents across their operational lifecycle. Covers provision
+- **[draft-pocero-authkem-edhoc](https://datatracker.ietf.org/doc/draft-pocero-authkem-edhoc/)** (score: 3.7) — Extends EDHOC with KEM-based authentication for post-quantum resistance. Enables signature-free quan
+- **[draft-zyyhl-agent-networks-framework](https://datatracker.ietf.org/doc/draft-zyyhl-agent-networks-framework/)** (score: 3.6) — Defines comprehensive framework for AI agent networks based on Agent Network Protocol (ANP). Provide
+- **[draft-rosenberg-oauth-aauth](https://datatracker.ietf.org/doc/draft-rosenberg-oauth-aauth/)** (score: 3.6) — Extends OAuth 2.1 for AI agents operating through PSTN/SMS channels to obtain access tokens using PI
+- **[draft-mozleywilliams-dnsop-bandaid](https://datatracker.ietf.org/doc/draft-mozleywilliams-dnsop-bandaid/)** (score: 3.6) — Proposes using DNS with SVCB records to enable AI agent discovery and capability advertisement. Leve
+- **[draft-vandoulas-aidp](https://datatracker.ietf.org/doc/draft-vandoulas-aidp/)** (score: 3.6) — Defines a comprehensive control-plane protocol for secure agent interactions with delegation, author
+- **[draft-messous-eat-ai](https://datatracker.ietf.org/doc/draft-messous-eat-ai/)** (score: 3.6) — Defines an Entity Attestation Token profile for remote attestation of autonomous AI agents, specifyi
+- **[draft-ietf-ace-edhoc-oscore-profile](https://datatracker.ietf.org/doc/draft-ietf-ace-edhoc-oscore-profile/)** (score: 3.6) — Defines ACE framework profile using EDHOC for mutual authentication and OSCORE for secure communicat
+- **[draft-liu-oauth-a2a-profile](https://datatracker.ietf.org/doc/draft-liu-oauth-a2a-profile/)** (score: 3.6) — Specifies OAuth Transaction Token profile for Agent-to-Agent communication. Embeds call chain contex
+- **[draft-liu-dmsc-acps-arc](https://datatracker.ietf.org/doc/draft-liu-dmsc-acps-arc/)** (score: 3.6) — Proposes Agent Collaboration Protocols architecture for Internet of Agents, covering agent lifecycle
+- **[draft-liang-agentdns](https://datatracker.ietf.org/doc/draft-liang-agentdns/)** (score: 3.5) — Proposes a DNS-inspired naming and service discovery system for LLM agents to enable autonomous disc
+- **[draft-song-oauth-ai-agent-collaborate-authz](https://datatracker.ietf.org/doc/draft-song-oauth-ai-agent-collaborate-authz/)** (score: 3.5) — Proposes OAuth 2.0 extension for multi-AI agent collaboration with applier-on-behalf-of authorizatio
+- **[draft-ahn-nmrg-5g-security-i2nsf-framework](https://datatracker.ietf.org/doc/draft-ahn-nmrg-5g-security-i2nsf-framework/)** (score: 3.5) — Presents integrated framework for automated 5G edge network security using I2NSF architecture and In
+- **[draft-jia-oauth-scope-aggregation](https://datatracker.ietf.org/doc/draft-jia-oauth-scope-aggregation/)** (score: 3.5) — Extends OAuth 2.0 with scope aggregation to reduce authorization round-trips in multi-step AI agent 
+- **[draft-ietf-emu-pqc-eapaka](https://datatracker.ietf.org/doc/draft-ietf-emu-pqc-eapaka/)** (score: 3.5) — This draft proposes enhancing EAP-AKA' Forward Secrecy with Post-Quantum Key Encapsulation Mechanism
+- **[draft-zhang-rvp-problem-statement](https://datatracker.ietf.org/doc/draft-zhang-rvp-problem-statement/)** (score: 3.5) — Proposes Real-Virtual Agent Protocol for coordinating physical entities with digital agents through 
+- **[draft-li-dmsc-mcps-agw](https://datatracker.ietf.org/doc/draft-li-dmsc-mcps-agw/)** (score: 3.5) — Defines a protocol suite using Agent Gateways as control-plane entities for multi-agent collaboratio
+- **[draft-ar-emu-hybrid-pqc-eapaka](https://datatracker.ietf.org/doc/draft-ar-emu-hybrid-pqc-eapaka/)** (score: 3.5) — Enhances EAP-AKA' with hybrid post-quantum cryptography combining traditional and quantum-resistant 
+- **[draft-huang-rats-agentic-eat-cap-attest](https://datatracker.ietf.org/doc/draft-huang-rats-agentic-eat-cap-attest/)** (score: 3.4) — Extends Entity Attestation Token (EAT) to support capability attestation for agentic AI systems. Ena
+- **[draft-jiang-seat-dynamic-attestation](https://datatracker.ietf.org/doc/draft-jiang-seat-dynamic-attestation/)** (score: 3.4) — Defines dynamic attestation mechanisms for AI agents to convey runtime posture changes during long-l
+- **[draft-ramakrishna-satp-views-addresses](https://datatracker.ietf.org/doc/draft-ramakrishna-satp-views-addresses/)** (score: 3.4) — Defines view and addressing mechanisms for secure asset transfer between DLT systems. Enables cross-
+- **[draft-cosmos-protocol-specification](https://datatracker.ietf.org/doc/draft-cosmos-protocol-specification/)** (score: 3.3) — Defines comprehensive badge-based identity and communication system with trust scoring, post-quantum
+- **[draft-liu-rtgwg-agent-gateway-requirements](https://datatracker.ietf.org/doc/draft-liu-rtgwg-agent-gateway-requirements/)** (score: 3.2) — Discusses requirements for Agent Gateways in agent-to-agent communications to improve scalability, e
+- **[draft-pioli-agent-discovery](https://datatracker.ietf.org/doc/draft-pioli-agent-discovery/)** (score: 3.2) — Specifies ARDP, a lightweight protocol for agent registration and discovery in distributed environme
+- **[draft-diaconu-agents-authz-info-sharing](https://datatracker.ietf.org/doc/draft-diaconu-agents-authz-info-sharing/)** (score: 3.2) — Addresses authorization challenges in distributed multi-agent systems across multiple domains. Cover
+- **[draft-ietf-emu-eap-edhoc](https://datatracker.ietf.org/doc/draft-ietf-emu-eap-edhoc/)** (score: 3.2) — Defines EAP authentication method based on EDHOC for constrained environments. Integrates EDHOC's li
+- **[draft-lake-pocero-authkem-edhoc](https://datatracker.ietf.org/doc/draft-lake-pocero-authkem-edhoc/)** (score: 3.2) — This draft extends the EDHOC protocol to provide quantum-resistant authentication using KEM-based me
+- **[draft-meunier-webbotauth-registry](https://datatracker.ietf.org/doc/draft-meunier-webbotauth-registry/)** (score: 3.2) — Defines a JSON format for web bot signature agent cards to advertise identity, purpose, and cryptogr
+- **[draft-ra-emu-pqc-eapaka](https://datatracker.ietf.org/doc/draft-ra-emu-pqc-eapaka/)** (score: 3.2) — Enhances EAP-AKA' with post-quantum key encapsulation mechanisms to protect against quantum computer
+- **[draft-yao-agent-auth-considerations](https://datatracker.ietf.org/doc/draft-yao-agent-auth-considerations/)** (score: 3.1) — Extends OAuth model for AI agent authentication and authorization in Agent Communication Networks. P
+- **[draft-mvieuille-kerpass-ephemsec](https://datatracker.ietf.org/doc/draft-mvieuille-kerpass-ephemsec/)** (score: 3.1) — Specifies EPHEMSEC algorithm for generating one-time passwords using public key cryptography instead
+- **[draft-contario-totp-secure-enrollment](https://datatracker.ietf.org/doc/draft-contario-totp-secure-enrollment/)** (score: 3.1) — Extends TOTP enrollment to prevent key compromise through QR code capture or key persistence in exte
+- **[draft-architect-cittamarket](https://datatracker.ietf.org/doc/draft-architect-cittamarket/)** (score: 3.1) — Specifies protocol for immutable AGI system identification using Bitcoin blockchain anchoring. Defin
+- **[draft-ni-wimse-ai-agent-identity](https://datatracker.ietf.org/doc/draft-ni-wimse-ai-agent-identity/)** (score: 3.0) — Applies WIMSE (Workload Identity in Multi System Environments) framework to AI agents for identity a
+- **[draft-sipos-dtn-bp-safe](https://datatracker.ietf.org/doc/draft-sipos-dtn-bp-safe/)** (score: 3.0) — Defines security association negotiation protocol for Bundle Protocol agents in delay-tolerant netwo
+- **[draft-chen-lake-edhoc-aka](https://datatracker.ietf.org/doc/draft-chen-lake-edhoc-aka/)** (score: 3.0) — Defines EDHOC-AKA authentication method combining AKA protocol with EDHOC for mobile network access 
+- **[draft-wendt-stir-vesper](https://datatracker.ietf.org/doc/draft-wendt-stir-vesper/)** (score: 3.0) — Formalizes framework for verifiable telephone number identity using delegate certificates and author
+- **[draft-cui-dmsc-agent-cdi](https://datatracker.ietf.org/doc/draft-cui-dmsc-agent-cdi/)** (score: 3.0) — Defines comprehensive framework for cross-domain AI agent interoperability including identity federa
+- **[draft-condrey-rats-witnessd-enrollment](https://datatracker.ietf.org/doc/draft-condrey-rats-witnessd-enrollment/)** (score: 3.0) — Specifies trust anchor bootstrap protocol for proof of process framework. Defines device enrollment,
+- **[draft-pocero-authkem-ikr-edhoc](https://datatracker.ietf.org/doc/draft-pocero-authkem-ikr-edhoc/)** (score: 3.0) — This draft proposes a KEM-based authentication variant for EDHOC that optimizes for scenarios where 
+- **[draft-happel-structured-email-trust](https://datatracker.ietf.org/doc/draft-happel-structured-email-trust/)** (score: 2.9) — Provides trust and security recommendations for handling structured data in email messages. Focuses 
+
+## Agent-to-agent communication protocols (12 drafts)
+
+- **[draft-nandakumar-agent-sd-jwt](https://datatracker.ietf.org/doc/draft-nandakumar-agent-sd-jwt/)** (score: 3.9) — This draft defines SD-Card, a Selective Disclosure JWT encoding of Agent Cards that enables privacy-
+- **[draft-oauth-ai-agents-on-behalf-of-user](https://datatracker.ietf.org/doc/draft-oauth-ai-agents-on-behalf-of-user/)** (score: 3.7) — This draft extends OAuth 2.0 to enable AI agents to securely obtain access tokens for acting on beha
+- **[draft-liu-agent-context-protocol](https://datatracker.ietf.org/doc/draft-liu-agent-context-protocol/)** (score: 3.5) — This draft proposes a standard protocol for AI agents to communicate context information to each oth
+- **[draft-zheng-dispatch-agent-identity-management](https://datatracker.ietf.org/doc/draft-zheng-dispatch-agent-identity-management/)** (score: 3.3) — This draft proposes an identity management framework for agents in an Internet of Agents (IOA) syste
+- **[draft-narvaneni-agent-uri](https://datatracker.ietf.org/doc/draft-narvaneni-agent-uri/)** (score: 3.3) — This draft defines the agent:// URI scheme for addressing and interoperating with software agents ac
+- **[draft-hw-ai-agent-6g](https://datatracker.ietf.org/doc/draft-hw-ai-agent-6g/)** (score: 3.1) — This draft analyzes requirements for agent protocols specifically tailored to 6G mobile networks, ex
+- **[draft-zhang-agent-gap-network](https://datatracker.ietf.org/doc/draft-zhang-agent-gap-network/)** (score: 3.0) — This draft identifies problems and gaps in mobile core networks for supporting AI agent communicatio
+- **[draft-cui-ai-agent-task](https://datatracker.ietf.org/doc/draft-cui-ai-agent-task/)** (score: 3.0) — This draft proposes requirements for standardized AI agent protocols to enable task-oriented coordin
+- **[draft-zhang-rtgwg-ai-agents-troubleshooting](https://datatracker.ietf.org/doc/draft-zhang-rtgwg-ai-agents-troubleshooting/)** (score: 2.9) — This draft defines use cases and communication protocol requirements for troubleshooting agents depl
+- **[draft-yl-agent-id-requirements](https://datatracker.ietf.org/doc/draft-yl-agent-id-requirements/)** (score: 2.9) — This draft proposes requirements for digital identity management in AI agent communication protocols
+- **[draft-wang-nmrg-magent-im](https://datatracker.ietf.org/doc/draft-wang-nmrg-magent-im/)** (score: 2.9) — This draft proposes a protocol-agnostic data model for multi-agent communication in autonomous netwo
+- **[draft-xie-ai-agent-multimodal](https://datatracker.ietf.org/doc/draft-xie-ai-agent-multimodal/)** (score: 2.9) — This draft outlines requirements for multimodal communication in AI agent protocols, enabling agents
+
+## Autonomous netops (46 drafts)
+
+- **[draft-cui-nmrg-llm-benchmark](https://datatracker.ietf.org/doc/draft-cui-nmrg-llm-benchmark/)** (score: 4.3) — Provides comprehensive evaluation framework for LLM-based network configuration agents. Includes emu
+- **[draft-wmz-nmrg-agent-ndt-arch](https://datatracker.ietf.org/doc/draft-wmz-nmrg-agent-ndt-arch/)** (score: 4.2) — Comprehensive architecture combining Network Digital Twin with Agentic AI for intent-based network o
+- **[draft-yue-anima-agent-recovery-networks](https://datatracker.ietf.org/doc/draft-yue-anima-agent-recovery-networks/)** (score: 4.1) — Defines task-oriented multi-agent framework for fault recovery in converged mobile networks. Targets
+- **[draft-cui-nmrg-llm-nm](https://datatracker.ietf.org/doc/draft-cui-nmrg-llm-nm/)** (score: 4.1) — Defines framework for collaborative network management between LLM agents and human operators. Intro
+- **[draft-ietf-lisp-nexagon](https://datatracker.ietf.org/doc/draft-ietf-lisp-nexagon/)** (score: 4.0) — Combines LISP with H3 spatial indexing to create geospatial intelligence network for physical-world 
+- **[draft-zeng-opsawg-llm-netconf-gap](https://datatracker.ietf.org/doc/draft-zeng-opsawg-llm-netconf-gap/)** (score: 3.9) — Analyzes gaps in existing network configuration protocols for LLM-driven intent-based networking. Id
+- **[draft-luan-rtgwg-sdaf](https://datatracker.ietf.org/doc/draft-luan-rtgwg-sdaf/)** (score: 3.8) — Proposes symmetry-driven forwarding mechanism for LEO satellite networks to avoid routing loops and 
+- **[draft-zhao-nmop-network-management-agent](https://datatracker.ietf.org/doc/draft-zhao-nmop-network-management-agent/)** (score: 3.8) — Defines AI-driven Network Management Agent concept for Level 4 autonomous networks. Specifies integr
+- **[draft-eckert-anima-acp-free-ani](https://datatracker.ietf.org/doc/draft-eckert-anima-acp-free-ani/)** (score: 3.8) — Describes lightweight variation of Autonomic Networking Infrastructure without expensive ACP impleme
+- **[draft-yuan-rtgwg-traffic-agent-usecase](https://datatracker.ietf.org/doc/draft-yuan-rtgwg-traffic-agent-usecase/)** (score: 3.7) — Presents use cases for AI agents optimizing network traffic through dynamic resource adjustment. Det
+- **[draft-ietf-netconf-configuration-tracing](https://datatracker.ietf.org/doc/draft-ietf-netconf-configuration-tracing/)** (score: 3.7) — Specifies a NETCONF mechanism to map configuration modifications to their originating NMS using exte
+- **[draft-mao-rtgwg-agent-comm-protocol-gap-analysis](https://datatracker.ietf.org/doc/draft-mao-rtgwg-agent-comm-protocol-gap-analysis/)** (score: 3.6) — Analyzes gaps in existing networking and AI protocols for cross-device communication between AI agen
+- **[draft-zlgsgl-rtgwg-agents-networking-framework](https://datatracker.ietf.org/doc/draft-zlgsgl-rtgwg-agents-networking-framework/)** (score: 3.6) — Introduces a comprehensive agents networking framework for enterprise and broadband environments. De
+- **[draft-han-rtgwg-agent-gateway-intercomm-framework](https://datatracker.ietf.org/doc/draft-han-rtgwg-agent-gateway-intercomm-framework/)** (score: 3.6) — Defines framework for intercommunication between Agent Gateways in Agent Internet ecosystem. Address
+- **[draft-zm-rtgwg-mcp-troubleshooting](https://datatracker.ietf.org/doc/draft-zm-rtgwg-mcp-troubleshooting/)** (score: 3.6) — Proposes using Model Context Protocol (MCP) to enable LLM-based automated network troubleshooting. M
+- **[draft-li-semantic-routing-architecture](https://datatracker.ietf.org/doc/draft-li-semantic-routing-architecture/)** (score: 3.6) — Introduces semantic routing architecture using intent vectors and trust scores for AI agent communic
+- **[draft-cui-nmrg-auto-test](https://datatracker.ietf.org/doc/draft-cui-nmrg-auto-test/)** (score: 3.6) — Framework for AI-assisted network protocol testing using LLMs and automated test generation. Defines
+- **[draft-moreno-lisp-uberlay](https://datatracker.ietf.org/doc/draft-moreno-lisp-uberlay/)** (score: 3.6) — Describes using LISP to interconnect multiple independent network overlays through a transit overlay
+- **[draft-liu-dmsc-acps-arc](https://datatracker.ietf.org/doc/draft-liu-dmsc-acps-arc/)** (score: 3.6) — Proposes Agent Collaboration Protocols architecture for Internet of Agents, covering agent lifecycle
+- **[draft-pbs-sidrops-roaanycast](https://datatracker.ietf.org/doc/draft-pbs-sidrops-roaanycast/)** (score: 3.6) — Defines best practices for managing Route Origin Authorizations (ROAs) for globally anycasted servic
+- **[draft-ye-problems-and-requirements-of-dns-for-ioa](https://datatracker.ietf.org/doc/draft-ye-problems-and-requirements-of-dns-for-ioa/)** (score: 3.5) — Analyzes DNS challenges for Internet of Agents scenarios and identifies technical requirements. Expl
+- **[draft-irtf-nmrg-llm-nm](https://datatracker.ietf.org/doc/draft-irtf-nmrg-llm-nm/)** (score: 3.5) — Defines framework for collaborative network management between LLMs and human operators with human-i
+- **[draft-ahn-nmrg-5g-security-i2nsf-framework](https://datatracker.ietf.org/doc/draft-ahn-nmrg-5g-security-i2nsf-framework/)** (score: 3.5) — Presents integrated framework for automated 5G edge network security using I2NSF architecture and In
+- **[draft-zhang-rvp-problem-statement](https://datatracker.ietf.org/doc/draft-zhang-rvp-problem-statement/)** (score: 3.5) — Proposes Real-Virtual Agent Protocol for coordinating physical entities with digital agents through 
+- **[draft-zeng-opsawg-applicability-mcp-a2a](https://datatracker.ietf.org/doc/draft-zeng-opsawg-applicability-mcp-a2a/)** (score: 3.5) — Analyzes NETCONF limitations for advanced scenarios and proposes MCP and A2A protocols as complement
+- **[draft-yuan-rtgwg-security-agent-usecase](https://datatracker.ietf.org/doc/draft-yuan-rtgwg-security-agent-usecase/)** (score: 3.4) — Proposes AI Network Security Agents for routers to provide intelligent, adaptive security capabiliti
+- **[draft-kartha-grd](https://datatracker.ietf.org/doc/draft-kartha-grd/)** (score: 3.4) — Defines architectural framework for discovering network resources based on physical location and con
+- **[draft-yan-a2a-device-agent-applicability](https://datatracker.ietf.org/doc/draft-yan-a2a-device-agent-applicability/)** (score: 3.4) — Discusses applying Agent-to-Agent (A2A) Protocol to network management for communication between Con
+- **[draft-yue-moq-transporting-sensing-data](https://datatracker.ietf.org/doc/draft-yue-moq-transporting-sensing-data/)** (score: 3.4) — Proposes using Media Over QUIC (MOQ) to transport large-scale, real-time sensing data in 6G networks
+- **[draft-zeng-nmrg-mcp-usecases-requirements](https://datatracker.ietf.org/doc/draft-zeng-nmrg-mcp-usecases-requirements/)** (score: 3.4) — Presents problem statement for integrating Model Context Protocol into network management for AI age
+- **[draft-jeong-opsawg-intent-based-sdv-framework](https://datatracker.ietf.org/doc/draft-jeong-opsawg-intent-based-sdv-framework/)** (score: 3.3) — Proposes intent-based management framework for Software-Defined Vehicles in ITS environments. Covers
+- **[draft-chuyi-nmrg-ai-agent-network](https://datatracker.ietf.org/doc/draft-chuyi-nmrg-ai-agent-network/)** (score: 3.2) — Focuses on large language model-based agents for network operations and maintenance. Addresses pract
+- **[draft-ahn-opsawg-5g-security-i2nsf-framework](https://datatracker.ietf.org/doc/draft-ahn-opsawg-5g-security-i2nsf-framework/)** (score: 3.2) — Proposes an integrated security framework for 5G edge networks using I2NSF architecture with Intent-
+- **[draft-tong-network-agent-use-cases-in-6g](https://datatracker.ietf.org/doc/draft-tong-network-agent-use-cases-in-6g/)** (score: 3.2) — Introduces network AI agent use cases in 6G focusing on connectivity services and third-party applic
+- **[draft-sun-zhang-iaip](https://datatracker.ietf.org/doc/draft-sun-zhang-iaip/)** (score: 3.2) — Defines Intent-based Agent Interconnection Protocol for Agent Gateways, focusing on semantic intent 
+- **[draft-li-dmsc-inf-architecture](https://datatracker.ietf.org/doc/draft-li-dmsc-inf-architecture/)** (score: 3.1) — Proposes a network infrastructure architecture for large-scale multi-agent collaboration. Focuses on
+- **[draft-zeng-mcp-troubleshooting](https://datatracker.ietf.org/doc/draft-zeng-mcp-troubleshooting/)** (score: 3.1) — Applies Model Context Protocol to network management for intent-based troubleshooting. Maps MCP role
+- **[draft-sipos-dtn-bp-safe](https://datatracker.ietf.org/doc/draft-sipos-dtn-bp-safe/)** (score: 3.0) — Defines security association negotiation protocol for Bundle Protocol agents in delay-tolerant netwo
+- **[draft-bernardos-cats-isac-uc](https://datatracker.ietf.org/doc/draft-bernardos-cats-isac-uc/)** (score: 3.0) — Presents Integrated Sensing and Communications (ISAC) as a use case for CATS architecture. Explores 
+- **[draft-hong-nmrg-agenticai-ps](https://datatracker.ietf.org/doc/draft-hong-nmrg-agenticai-ps/)** (score: 3.0) — Presents problem statement and motivations for applying Agentic AI to network management. Emphasizes
+- **[draft-zhao-nmrg-ai-agent-for-dtn](https://datatracker.ietf.org/doc/draft-zhao-nmrg-ai-agent-for-dtn/)** (score: 3.0) — Proposes AI agent architecture for Digital Twin Networks, integrating autonomous agents at each DTN 
+- **[draft-fu-nmop-agent-communication-framework](https://datatracker.ietf.org/doc/draft-fu-nmop-agent-communication-framework/)** (score: 3.0) — Proposes a multi-agent communication framework for network AIOps with AI gateway, Agent Name Service
+- **[draft-leon-distributed-multi-signer](https://datatracker.ietf.org/doc/draft-leon-distributed-multi-signer/)** (score: 3.0) — Defines distributed DNSSEC multi-signer architecture with multi-signer agents and combiners. Introdu
+- **[draft-yang-dmsc-ioa-task-protocol](https://datatracker.ietf.org/doc/draft-yang-dmsc-ioa-task-protocol/)** (score: 3.0) — Defines a protocol for distributed collaboration among heterogeneous AI agents, enabling dynamic tea
+- **[draft-condrey-rats-witnessd-enrollment](https://datatracker.ietf.org/doc/draft-condrey-rats-witnessd-enrollment/)** (score: 3.0) — Specifies trust anchor bootstrap protocol for proof of process framework. Defines device enrollment,
+- **[draft-ietf-roll-enrollment-priority](https://datatracker.ietf.org/doc/draft-ietf-roll-enrollment-priority/)** (score: 2.9) — Provides mechanism for RPL Root to control enrollment announcements and adjust enrollment priorities
+
+## Autonomous network operations (5 drafts)
+
+- **[draft-hw-ai-agent-6g](https://datatracker.ietf.org/doc/draft-hw-ai-agent-6g/)** (score: 3.1) — This draft analyzes requirements for agent protocols specifically tailored to 6G mobile networks, ex
+- **[draft-zhang-agent-gap-network](https://datatracker.ietf.org/doc/draft-zhang-agent-gap-network/)** (score: 3.0) — This draft identifies problems and gaps in mobile core networks for supporting AI agent communicatio
+- **[draft-cui-ai-agent-task](https://datatracker.ietf.org/doc/draft-cui-ai-agent-task/)** (score: 3.0) — This draft proposes requirements for standardized AI agent protocols to enable task-oriented coordin
+- **[draft-zhang-rtgwg-ai-agents-troubleshooting](https://datatracker.ietf.org/doc/draft-zhang-rtgwg-ai-agents-troubleshooting/)** (score: 2.9) — This draft defines use cases and communication protocol requirements for troubleshooting agents depl
+- **[draft-wang-nmrg-magent-im](https://datatracker.ietf.org/doc/draft-wang-nmrg-magent-im/)** (score: 2.9) — This draft proposes a protocol-agnostic data model for multi-agent communication in autonomous netwo
+
+## Data formats / semantics for AI interop (3 drafts)
+
+- **[draft-liu-agent-context-protocol](https://datatracker.ietf.org/doc/draft-liu-agent-context-protocol/)** (score: 3.5) — This draft proposes a standard protocol for AI agents to communicate context information to each oth
+- **[draft-narvaneni-agent-uri](https://datatracker.ietf.org/doc/draft-narvaneni-agent-uri/)** (score: 3.3) — This draft defines the agent:// URI scheme for addressing and interoperating with software agents ac
+- **[draft-xie-ai-agent-multimodal](https://datatracker.ietf.org/doc/draft-xie-ai-agent-multimodal/)** (score: 2.9) — This draft outlines requirements for multimodal communication in AI agent protocols, enabling agents
+
+## Data formats/interop (80 drafts)
+
+- **[draft-ietf-lake-app-profiles](https://datatracker.ietf.org/doc/draft-ietf-lake-app-profiles/)** (score: 4.6) — Defines canonical CBOR representation for EDHOC application profiles and coordination mechanisms for
+- **[draft-chang-agent-token-efficient](https://datatracker.ietf.org/doc/draft-chang-agent-token-efficient/)** (score: 4.5) — Defines ADOL (Agentic Data Optimization Layer) to address token bloat in agent communication protoco
+- **[draft-birkholz-verifiable-agent-conversations](https://datatracker.ietf.org/doc/draft-birkholz-verifiable-agent-conversations/)** (score: 4.5) — Defines CDDL-based data format for verifiable agent conversation records using COSE signing. Support
+- **[draft-cui-nmrg-llm-benchmark](https://datatracker.ietf.org/doc/draft-cui-nmrg-llm-benchmark/)** (score: 4.3) — Provides comprehensive evaluation framework for LLM-based network configuration agents. Includes emu
+- **[draft-ietf-anima-constrained-voucher](https://datatracker.ietf.org/doc/draft-ietf-anima-constrained-voucher/)** (score: 4.3) — Adapts BRSKI secure device onboarding for constrained IoT environments using CBOR vouchers and CoAP/
+- **[draft-ietf-hpke-hpke](https://datatracker.ietf.org/doc/draft-ietf-hpke-hpke/)** (score: 4.3) — Comprehensive specification for hybrid public key encryption supporting arbitrary-sized plaintexts. 
+- **[draft-mallick-muacp](https://datatracker.ietf.org/doc/draft-mallick-muacp/)** (score: 4.2) — Resource-efficient messaging protocol specifically designed for constrained IoT/Edge devices with de
+- **[draft-gaikwad-llm-benchmarking-methodology](https://datatracker.ietf.org/doc/draft-gaikwad-llm-benchmarking-methodology/)** (score: 4.2) — Defines comprehensive benchmarking methodologies for LLM inference serving systems including test pr
+- **[draft-ietf-sshm-mlkem-hybrid-kex](https://datatracker.ietf.org/doc/draft-ietf-sshm-mlkem-hybrid-kex/)** (score: 4.2) — Defines post-quantum hybrid key exchange combining ML-KEM with traditional ECDH for SSH transport la
+- **[draft-ietf-tls-extended-key-update](https://datatracker.ietf.org/doc/draft-ietf-tls-extended-key-update/)** (score: 4.2) — Adds post-compromise security to TLS 1.3 through fresh Diffie-Hellman exchanges during active sessio
+- **[draft-narajala-ans](https://datatracker.ietf.org/doc/draft-narajala-ans/)** (score: 4.2) — Introduces Agent Name Service (ANS) as a DNS-based universal directory for AI agent discovery and ve
+- **[draft-li-dmsc-macp](https://datatracker.ietf.org/doc/draft-li-dmsc-macp/)** (score: 4.2) — Specifies a comprehensive multi-agent collaboration protocol suite using Agent Gateways for registra
+- **[draft-gaikwad-llm-benchmarking-profiles](https://datatracker.ietf.org/doc/draft-gaikwad-llm-benchmarking-profiles/)** (score: 4.2) — Defines performance benchmarking profiles binding terminology and methodology to concrete architectu
+- **[draft-cui-dns-native-agent-naming-resolution](https://datatracker.ietf.org/doc/draft-cui-dns-native-agent-naming-resolution/)** (score: 4.1) — Specifies DNS-native naming and resolution for AI agents using FQDNs and SVCB records. Emphasizes DN
+- **[draft-nederveld-adl](https://datatracker.ietf.org/doc/draft-nederveld-adl/)** (score: 4.1) — Defines ADL, a JSON-based standard for describing AI agents including their capabilities, tools, per
+- **[draft-steele-agent-considerations](https://datatracker.ietf.org/doc/draft-steele-agent-considerations/)** (score: 4.0) — Defines guidelines for IETF specifications to support AI agent consumption and code generation. Intr
+- **[draft-ietf-lisp-nexagon](https://datatracker.ietf.org/doc/draft-ietf-lisp-nexagon/)** (score: 4.0) — Combines LISP with H3 spatial indexing to create geospatial intelligence network for physical-world 
+- **[draft-nennemann-wimse-ect](https://datatracker.ietf.org/doc/draft-nennemann-wimse-ect/)** (score: 4.0) — Defines Execution Context Tokens as JWT extension to WIMSE for tracking task execution in distribute
+- **[draft-ietf-ace-coap-est-oscore](https://datatracker.ietf.org/doc/draft-ietf-ace-coap-est-oscore/)** (score: 3.9) — Specifies carrying EST certificate provisioning over CoAP using OSCORE protection instead of DTLS. B
+- **[draft-agent-gw](https://datatracker.ietf.org/doc/draft-agent-gw/)** (score: 3.9) — Proposes an Intelligent Agent Communication Gateway for large-scale multi-agent collaboration. Featu
+- **[draft-mp-agntcy-ads](https://datatracker.ietf.org/doc/draft-mp-agntcy-ads/)** (score: 3.9) — Describes Agent Directory Service for storing and discovering AI agent metadata based on skills. Fea
+- **[draft-zeng-opsawg-llm-netconf-gap](https://datatracker.ietf.org/doc/draft-zeng-opsawg-llm-netconf-gap/)** (score: 3.9) — Analyzes gaps in existing network configuration protocols for LLM-driven intent-based networking. Id
+- **[draft-akhavain-moussa-ai-network](https://datatracker.ietf.org/doc/draft-akhavain-moussa-ai-network/)** (score: 3.9) — Proposes Data and Agent Aware-Inference and Training Network (DA-ITN) architecture. Comprehensive mu
+- **[draft-rosenberg-aiproto-a2t](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-a2t/)** (score: 3.9) — Defines Agent-to-Tool (A2T) protocol for integrating third-party APIs into AI agent operations. Prov
+- **[draft-josefsson-chempat](https://datatracker.ietf.org/doc/draft-josefsson-chempat/)** (score: 3.9) — Generic framework for Post-Quantum/Traditional hybrid key encapsulation mechanisms. Provides concret
+- **[draft-cui-ai-agent-discovery-invocation](https://datatracker.ietf.org/doc/draft-cui-ai-agent-discovery-invocation/)** (score: 3.9) — Proposes standardized protocol for AI agent discovery and invocation with common metadata format and
+- **[draft-ravikiran-clawdentity-protocol](https://datatracker.ietf.org/doc/draft-ravikiran-clawdentity-protocol/)** (score: 3.9) — Specifies Clawdentity protocol for cryptographic identity and trust in AI agent communication. Provi
+- **[draft-jurkovikj-httpapi-agentic-state](https://datatracker.ietf.org/doc/draft-jurkovikj-httpapi-agentic-state/)** (score: 3.9) — Defines Agentic State Transfer (AST) HTTP profile for managing canonical resource state across multi
+- **[draft-tejido-swp-core](https://datatracker.ietf.org/doc/draft-tejido-swp-core/)** (score: 3.9) — Specifies SlimWire Protocol Core, a binary framing layer for agent/tool messaging with profile-based
+- **[draft-bradleylundberg-cfrg-arkg](https://datatracker.ietf.org/doc/draft-bradleylundberg-cfrg-arkg/)** (score: 3.9) — Defines Asynchronous Remote Key Generation algorithm enabling delegation of public key generation wi
+- **[draft-sogomonian-ai-uri-scheme](https://datatracker.ietf.org/doc/draft-sogomonian-ai-uri-scheme/)** (score: 3.8) — Defines experimental AI URI scheme for dedicated AI resource access. Enables native connectivity for
+- **[draft-srijal-agents-policy](https://datatracker.ietf.org/doc/draft-srijal-agents-policy/)** (score: 3.8) — Specifies AGENTS.TXT protocol as strict plaintext policy file for automated clients, bots, and crawl
+- **[draft-abbey-scim-agent-extension](https://datatracker.ietf.org/doc/draft-abbey-scim-agent-extension/)** (score: 3.8) — Extends SCIM 2.0 protocol to manage AI agents and agentic applications across domains. Adds new sche
+- **[draft-scim-agent-extension](https://datatracker.ietf.org/doc/draft-scim-agent-extension/)** (score: 3.7) — Extends SCIM 2.0 specification to manage agents and agentic applications across domains. Builds on e
+- **[draft-rosenberg-aiproto-framework](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/)** (score: 3.7) — Provides framework and requirements for AI agent protocols on the Internet. Surveys existing approac
+- **[draft-ietf-lamps-rfc7030-csrattrs](https://datatracker.ietf.org/doc/draft-ietf-lamps-rfc7030-csrattrs/)** (score: 3.7) — Updates RFC7030 to clarify CSR Attributes Response encoding and adds template-based approach for EST
+- **[draft-ietf-suit-firmware-encryption](https://datatracker.ietf.org/doc/draft-ietf-suit-firmware-encryption/)** (score: 3.7) — Specifies encryption techniques for firmware and software payloads in SUIT manifests. Uses ES-DH and
+- **[draft-ietf-lamps-est-renewal-info](https://datatracker.ietf.org/doc/draft-ietf-lamps-est-renewal-info/)** (score: 3.7) — Extends EST protocol to provide server-side recommendations for certificate renewal timing. Addresse
+- **[draft-ietf-netconf-configuration-tracing](https://datatracker.ietf.org/doc/draft-ietf-netconf-configuration-tracing/)** (score: 3.7) — Specifies a NETCONF mechanism to map configuration modifications to their originating NMS using exte
+- **[draft-rosenberg-aiproto](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto/)** (score: 3.7) — Defines N-ACT protocol for AI agents to discover and invoke third-party tools and APIs. Focuses on e
+- **[draft-rosenberg-aiproto-nact](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-nact/)** (score: 3.7) — Defines N-ACT protocol for AI agents to discover and invoke third-party tools and APIs. Focuses on e
+- **[draft-zyyhl-agent-networks-framework](https://datatracker.ietf.org/doc/draft-zyyhl-agent-networks-framework/)** (score: 3.6) — Defines comprehensive framework for AI agent networks based on Agent Network Protocol (ANP). Provide
+- **[draft-yang-ioa-protocol](https://datatracker.ietf.org/doc/draft-yang-ioa-protocol/)** (score: 3.6) — Defines the Internet of Agents Protocol for distributed collaboration among heterogeneous AI agents.
+- **[draft-zm-rtgwg-mcp-troubleshooting](https://datatracker.ietf.org/doc/draft-zm-rtgwg-mcp-troubleshooting/)** (score: 3.6) — Proposes using Model Context Protocol (MCP) to enable LLM-based automated network troubleshooting. M
+- **[draft-mozleywilliams-dnsop-dnsaid](https://datatracker.ietf.org/doc/draft-mozleywilliams-dnsop-dnsaid/)** (score: 3.6) — Uses existing DNS infrastructure for AI agent discovery through structured namespace and metadata ex
+- **[draft-eggert-mailmaint-uaautoconf](https://datatracker.ietf.org/doc/draft-eggert-mailmaint-uaautoconf/)** (score: 3.6) — Specifies automatic configuration mechanism for email, calendar, and contact applications. Enables s
+- **[draft-gaikwad-aps-profile](https://datatracker.ietf.org/doc/draft-gaikwad-aps-profile/)** (score: 3.6) — Storage service profile for agent persistent state including embeddings, preferences, and audit logs
+- **[draft-moreno-lisp-uberlay](https://datatracker.ietf.org/doc/draft-moreno-lisp-uberlay/)** (score: 3.6) — Describes using LISP to interconnect multiple independent network overlays through a transit overlay
+- **[draft-ietf-lake-edhoc-psk](https://datatracker.ietf.org/doc/draft-ietf-lake-edhoc-psk/)** (score: 3.6) — Specifies pre-shared key authentication method for EDHOC key exchange protocol. Enhances efficiency 
+- **[draft-irtf-nmrg-llm-nm](https://datatracker.ietf.org/doc/draft-irtf-nmrg-llm-nm/)** (score: 3.5) — Defines framework for collaborative network management between LLMs and human operators with human-i
+- **[draft-ietf-sml-trust](https://datatracker.ietf.org/doc/draft-ietf-sml-trust/)** (score: 3.5) — Provides trust and security recommendations for handling structured data in email messages. Addresse
+- **[draft-zeng-opsawg-applicability-mcp-a2a](https://datatracker.ietf.org/doc/draft-zeng-opsawg-applicability-mcp-a2a/)** (score: 3.5) — Analyzes NETCONF limitations for advanced scenarios and proposes MCP and A2A protocols as complement
+- **[draft-kartha-grd](https://datatracker.ietf.org/doc/draft-kartha-grd/)** (score: 3.4) — Defines architectural framework for discovering network resources based on physical location and con
+- **[draft-yan-a2a-device-agent-applicability](https://datatracker.ietf.org/doc/draft-yan-a2a-device-agent-applicability/)** (score: 3.4) — Discusses applying Agent-to-Agent (A2A) Protocol to network management for communication between Con
+- **[draft-ietf-lamps-private-key-stmt-attr](https://datatracker.ietf.org/doc/draft-ietf-lamps-private-key-stmt-attr/)** (score: 3.4) — Defines X.509 attribute for private key possession statements as alternative to cryptographic proof 
+- **[draft-yue-moq-transporting-sensing-data](https://datatracker.ietf.org/doc/draft-yue-moq-transporting-sensing-data/)** (score: 3.4) — Proposes using Media Over QUIC (MOQ) to transport large-scale, real-time sensing data in 6G networks
+- **[draft-ramakrishna-satp-views-addresses](https://datatracker.ietf.org/doc/draft-ramakrishna-satp-views-addresses/)** (score: 3.4) — Defines view and addressing mechanisms for secure asset transfer between DLT systems. Enables cross-
+- **[draft-stephan-ai-agent-6g](https://datatracker.ietf.org/doc/draft-stephan-ai-agent-6g/)** (score: 3.4) — Examines AI agent communication protocols specifically for 6G systems based on 3GPP requirements. Ex
+- **[draft-sz-dmsc-iaip](https://datatracker.ietf.org/doc/draft-sz-dmsc-iaip/)** (score: 3.3) — Defines Intent-based Agent Interconnection Protocol (IAIP) for dynamic agent discovery and routing a
+- **[draft-chuyi-nmrg-ai-agent-network](https://datatracker.ietf.org/doc/draft-chuyi-nmrg-ai-agent-network/)** (score: 3.2) — Focuses on large language model-based agents for network operations and maintenance. Addresses pract
+- **[draft-liu-rtgwg-agent-gateway-requirements](https://datatracker.ietf.org/doc/draft-liu-rtgwg-agent-gateway-requirements/)** (score: 3.2) — Discusses requirements for Agent Gateways in agent-to-agent communications to improve scalability, e
+- **[draft-gaikwad-woa](https://datatracker.ietf.org/doc/draft-gaikwad-woa/)** (score: 3.2) — Specifies Web of Agents (WoA) format using JSON Schema to describe AI agent inputs/outputs served fr
+- **[draft-gupta-httpapi-events-query](https://datatracker.ietf.org/doc/draft-gupta-httpapi-events-query/)** (score: 3.2) — Proposes Events Query Protocol (EQP) built on HTTP for user agents to receive event notifications di
+- **[draft-meunier-webbotauth-registry](https://datatracker.ietf.org/doc/draft-meunier-webbotauth-registry/)** (score: 3.2) — Defines a JSON format for web bot signature agent cards to advertise identity, purpose, and cryptogr
+- **[draft-zhang-dmsc-ioa-semantic-interaction](https://datatracker.ietf.org/doc/draft-zhang-dmsc-ioa-semantic-interaction/)** (score: 3.2) — Specifies a semantic layer for Internet of Agents using ontology models and JSON-LD serialization. D
+- **[draft-zeng-mcp-troubleshooting](https://datatracker.ietf.org/doc/draft-zeng-mcp-troubleshooting/)** (score: 3.1) — Applies Model Context Protocol to network management for intent-based troubleshooting. Maps MCP role
+- **[draft-a2a-moqt-transport](https://datatracker.ietf.org/doc/draft-a2a-moqt-transport/)** (score: 3.1) — Specifies transport of Agent-to-Agent protocol over Media over QUIC Transport. Leverages MOQT's publ
+- **[draft-levy-llm-uri-scheme](https://datatracker.ietf.org/doc/draft-levy-llm-uri-scheme/)** (score: 3.1) — Defines a URI scheme for identifying LLM endpoints with embedded configuration parameters. Creates a
+- **[draft-tojens-dhcp-option-concat-considerations](https://datatracker.ietf.org/doc/draft-tojens-dhcp-option-concat-considerations/)** (score: 3.1) — Updates RFC 3396 to make DHCP option concatenation requirements more flexible. Addresses real-world 
+- **[draft-ietf-lamps-rfc5274bis](https://datatracker.ietf.org/doc/draft-ietf-lamps-rfc5274bis/)** (score: 3.1) — Defines compliance requirements for Certificate Management Messages over CMS (CMC) enrollment protoc
+- **[draft-vinaysingh-awp-wellknown](https://datatracker.ietf.org/doc/draft-vinaysingh-awp-wellknown/)** (score: 3.1) — Defines well-known URI and link relation for exposing website workflows to automated agents. Provide
+- **[draft-wendt-stir-vesper](https://datatracker.ietf.org/doc/draft-wendt-stir-vesper/)** (score: 3.0) — Formalizes framework for verifiable telephone number identity using delegate certificates and author
+- **[draft-ietf-lamps-e2e-mail-guidance](https://datatracker.ietf.org/doc/draft-ietf-lamps-e2e-mail-guidance/)** (score: 3.0) — Provides comprehensive guidance for implementing end-to-end email encryption securely. Addresses usa
+- **[draft-nandakumar-a2a-moqt-transport](https://datatracker.ietf.org/doc/draft-nandakumar-a2a-moqt-transport/)** (score: 3.0) — Identical specification to draft-a2a-moqt-transport for transporting Agent-to-Agent protocol over MO
+- **[draft-zhao-nmrg-ai-agent-for-dtn](https://datatracker.ietf.org/doc/draft-zhao-nmrg-ai-agent-for-dtn/)** (score: 3.0) — Proposes AI agent architecture for Digital Twin Networks, integrating autonomous agents at each DTN 
+- **[draft-cui-dmsc-agent-cdi](https://datatracker.ietf.org/doc/draft-cui-dmsc-agent-cdi/)** (score: 3.0) — Defines comprehensive framework for cross-domain AI agent interoperability including identity federa
+- **[draft-leon-distributed-multi-signer](https://datatracker.ietf.org/doc/draft-leon-distributed-multi-signer/)** (score: 3.0) — Defines distributed DNSSEC multi-signer architecture with multi-signer agents and combiners. Introdu
+- **[draft-happel-structured-email-trust](https://datatracker.ietf.org/doc/draft-happel-structured-email-trust/)** (score: 2.9) — Provides trust and security recommendations for handling structured data in email messages. Focuses 
+- **[draft-ramakrishna-satp-data-sharing](https://datatracker.ietf.org/doc/draft-ramakrishna-satp-data-sharing/)** (score: 2.9) — Defines a DLT-neutral protocol for sharing asset views and metadata across blockchain networks via g
+- **[draft-bastian-jose-pkdh](https://datatracker.ietf.org/doc/draft-bastian-jose-pkdh/)** (score: 2.9) — Defines a method to derive symmetric MAC keys from public information in JSON Web Signatures using D
+
+## Human-agent interaction (16 drafts)
+
+- **[draft-drake-email-tpm-attestation](https://datatracker.ietf.org/doc/draft-drake-email-tpm-attestation/)** (score: 4.6) — Defines hardware attestation for email using TPM verification chains to prevent spam and provide Syb
+- **[draft-dhir-http-agent-profile](https://datatracker.ietf.org/doc/draft-dhir-http-agent-profile/)** (score: 4.2) — Defines HTTP Agent Profile for authenticating agent traffic, separating human from agent traffic, an
+- **[draft-liu-agent-operation-authorization](https://datatracker.ietf.org/doc/draft-liu-agent-operation-authorization/)** (score: 4.1) — Specifies framework for verifiable delegation of actions from humans to AI agents using JWT tokens. 
+- **[draft-cui-nmrg-llm-nm](https://datatracker.ietf.org/doc/draft-cui-nmrg-llm-nm/)** (score: 4.1) — Defines framework for collaborative network management between LLM agents and human operators. Intro
+- **[draft-steele-agent-considerations](https://datatracker.ietf.org/doc/draft-steele-agent-considerations/)** (score: 4.0) — Defines guidelines for IETF specifications to support AI agent consumption and code generation. Intr
+- **[draft-mishra-oauth-agent-grants](https://datatracker.ietf.org/doc/draft-mishra-oauth-agent-grants/)** (score: 4.0) — Extends OAuth 2.0 for AI agent authorization with human consent verification, revocation, and audit 
+- **[draft-rosenberg-aiproto-cheq](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-cheq/)** (score: 3.9) — Proposes CHEQ protocol for human confirmation of AI agent decisions before execution. Protects again
+- **[draft-oauth-ai-agents-on-behalf-of-user](https://datatracker.ietf.org/doc/draft-oauth-ai-agents-on-behalf-of-user/)** (score: 3.7) — This draft extends OAuth 2.0 to enable AI agents to securely obtain access tokens for acting on beha
+- **[draft-rosenberg-cheq](https://datatracker.ietf.org/doc/draft-rosenberg-cheq/)** (score: 3.6) — Proposes CHEQ protocol for human-in-the-loop confirmation of AI agent decisions before execution. Us
+- **[draft-zm-rtgwg-mcp-troubleshooting](https://datatracker.ietf.org/doc/draft-zm-rtgwg-mcp-troubleshooting/)** (score: 3.6) — Proposes using Model Context Protocol (MCP) to enable LLM-based automated network troubleshooting. M
+- **[draft-irtf-nmrg-llm-nm](https://datatracker.ietf.org/doc/draft-irtf-nmrg-llm-nm/)** (score: 3.5) — Defines framework for collaborative network management between LLMs and human operators with human-i
+- **[draft-meta-layer-overview](https://datatracker.ietf.org/doc/draft-meta-layer-overview/)** (score: 3.5) — Introduces Meta-layer concept as coordination substrate for presence, annotation, and governance on 
+- **[draft-zeng-nmrg-mcp-usecases-requirements](https://datatracker.ietf.org/doc/draft-zeng-nmrg-mcp-usecases-requirements/)** (score: 3.4) — Presents problem statement for integrating Model Context Protocol into network management for AI age
+- **[draft-gupta-httpapi-events-query](https://datatracker.ietf.org/doc/draft-gupta-httpapi-events-query/)** (score: 3.2) — Proposes Events Query Protocol (EQP) built on HTTP for user agents to receive event notifications di
+- **[draft-zeng-mcp-troubleshooting](https://datatracker.ietf.org/doc/draft-zeng-mcp-troubleshooting/)** (score: 3.1) — Applies Model Context Protocol to network management for intent-based troubleshooting. Maps MCP role
+- **[draft-vinaysingh-awp-wellknown](https://datatracker.ietf.org/doc/draft-vinaysingh-awp-wellknown/)** (score: 3.1) — Defines well-known URI and link relation for exposing website workflows to automated agents. Provide
+
+## Identity / authentication for AI agents (7 drafts)
+
+- **[draft-nandakumar-agent-sd-jwt](https://datatracker.ietf.org/doc/draft-nandakumar-agent-sd-jwt/)** (score: 3.9) — This draft defines SD-Card, a Selective Disclosure JWT encoding of Agent Cards that enables privacy-
+- **[draft-wahl-scim-agent-schema](https://datatracker.ietf.org/doc/draft-wahl-scim-agent-schema/)** (score: 3.9) — This draft extends the SCIM (System for Cross-domain Identity Management) protocol to support AI age
+- **[draft-oauth-ai-agents-on-behalf-of-user](https://datatracker.ietf.org/doc/draft-oauth-ai-agents-on-behalf-of-user/)** (score: 3.7) — This draft extends OAuth 2.0 to enable AI agents to securely obtain access tokens for acting on beha
+- **[draft-chen-agent-decoupled-authorization-model](https://datatracker.ietf.org/doc/draft-chen-agent-decoupled-authorization-model/)** (score: 3.5) — This draft proposes a decoupled authorization framework for AI agents that enables dynamic, intent-b
+- **[draft-huang-acme-scalable-agent-enrollment](https://datatracker.ietf.org/doc/draft-huang-acme-scalable-agent-enrollment/)** (score: 3.5) — This draft proposes two scalable models for certificate enrollment of AI agents: one using Zero-Know
+- **[draft-zheng-dispatch-agent-identity-management](https://datatracker.ietf.org/doc/draft-zheng-dispatch-agent-identity-management/)** (score: 3.3) — This draft proposes an identity management framework for agents in an Internet of Agents (IOA) syste
+- **[draft-yl-agent-id-requirements](https://datatracker.ietf.org/doc/draft-yl-agent-id-requirements/)** (score: 2.9) — This draft proposes requirements for digital identity management in AI agent communication protocols
+
+## ML traffic mgmt (15 drafts)
+
+- **[draft-dhir-http-agent-profile](https://datatracker.ietf.org/doc/draft-dhir-http-agent-profile/)** (score: 4.2) — Defines HTTP Agent Profile for authenticating agent traffic, separating human from agent traffic, an
+- **[draft-cui-nmrg-llm-nm](https://datatracker.ietf.org/doc/draft-cui-nmrg-llm-nm/)** (score: 4.1) — Defines framework for collaborative network management between LLM agents and human operators. Intro
+- **[draft-akhavain-moussa-ai-network](https://datatracker.ietf.org/doc/draft-akhavain-moussa-ai-network/)** (score: 3.9) — Proposes Data and Agent Aware-Inference and Training Network (DA-ITN) architecture. Comprehensive mu
+- **[draft-jurkovikj-httpapi-agentic-state](https://datatracker.ietf.org/doc/draft-jurkovikj-httpapi-agentic-state/)** (score: 3.9) — Defines Agentic State Transfer (AST) HTTP profile for managing canonical resource state across multi
+- **[draft-yuan-rtgwg-traffic-agent-usecase](https://datatracker.ietf.org/doc/draft-yuan-rtgwg-traffic-agent-usecase/)** (score: 3.7) — Presents use cases for AI agents optimizing network traffic through dynamic resource adjustment. Det
+- **[draft-an-nmrg-i2icf-cits](https://datatracker.ietf.org/doc/draft-an-nmrg-i2icf-cits/)** (score: 3.7) — Defines framework for orchestrating In-Network Computing Functions in Cooperative Intelligent Transp
+- **[draft-cui-nmrg-auto-test](https://datatracker.ietf.org/doc/draft-cui-nmrg-auto-test/)** (score: 3.6) — Framework for AI-assisted network protocol testing using LLMs and automated test generation. Defines
+- **[draft-yue-moq-transporting-sensing-data](https://datatracker.ietf.org/doc/draft-yue-moq-transporting-sensing-data/)** (score: 3.4) — Proposes using Media Over QUIC (MOQ) to transport large-scale, real-time sensing data in 6G networks
+- **[draft-chuyi-nmrg-ai-agent-network](https://datatracker.ietf.org/doc/draft-chuyi-nmrg-ai-agent-network/)** (score: 3.2) — Focuses on large language model-based agents for network operations and maintenance. Addresses pract
+- **[draft-tong-network-agent-use-cases-in-6g](https://datatracker.ietf.org/doc/draft-tong-network-agent-use-cases-in-6g/)** (score: 3.2) — Introduces network AI agent use cases in 6G focusing on connectivity services and third-party applic
+- **[draft-kale-agntcy-federated-privacy](https://datatracker.ietf.org/doc/draft-kale-agntcy-federated-privacy/)** (score: 3.2) — Specifies architecture for privacy-preserving federated learning across multi-tenant AI agent system
+- **[draft-mao-rtgwg-apn-framework-for-ioa](https://datatracker.ietf.org/doc/draft-mao-rtgwg-apn-framework-for-ioa/)** (score: 3.2) — Applies Application-aware Performance Network framework to Internet of Agents scenario. Addresses ne
+- **[draft-liu-nmrg-ai-llm-inference-requirements](https://datatracker.ietf.org/doc/draft-liu-nmrg-ai-llm-inference-requirements/)** (score: 3.2) — Analyzes system and network requirements for large-scale LLM inference services. Investigates mainst
+- **[draft-li-dmsc-inf-architecture](https://datatracker.ietf.org/doc/draft-li-dmsc-inf-architecture/)** (score: 3.1) — Proposes a network infrastructure architecture for large-scale multi-agent collaboration. Focuses on
+- **[draft-bernardos-cats-isac-uc](https://datatracker.ietf.org/doc/draft-bernardos-cats-isac-uc/)** (score: 3.0) — Presents Integrated Sensing and Communications (ISAC) as a use case for CATS architecture. Explores 
+
+## ML-based traffic management / optimization (1 drafts)
+
+- **[draft-zhang-agent-gap-network](https://datatracker.ietf.org/doc/draft-zhang-agent-gap-network/)** (score: 3.0) — This draft identifies problems and gaps in mobile core networks for supporting AI agent communicatio
+
+## Model serving/inference (10 drafts)
+
+- **[draft-chang-agent-token-efficient](https://datatracker.ietf.org/doc/draft-chang-agent-token-efficient/)** (score: 4.5) — Defines ADOL (Agentic Data Optimization Layer) to address token bloat in agent communication protoco
+- **[draft-wmz-nmrg-agent-ndt-arch](https://datatracker.ietf.org/doc/draft-wmz-nmrg-agent-ndt-arch/)** (score: 4.2) — Comprehensive architecture combining Network Digital Twin with Agentic AI for intent-based network o
+- **[draft-gaikwad-llm-benchmarking-methodology](https://datatracker.ietf.org/doc/draft-gaikwad-llm-benchmarking-methodology/)** (score: 4.2) — Defines comprehensive benchmarking methodologies for LLM inference serving systems including test pr
+- **[draft-gaikwad-llm-benchmarking-profiles](https://datatracker.ietf.org/doc/draft-gaikwad-llm-benchmarking-profiles/)** (score: 4.2) — Defines performance benchmarking profiles binding terminology and methodology to concrete architectu
+- **[draft-akhavain-moussa-ai-network](https://datatracker.ietf.org/doc/draft-akhavain-moussa-ai-network/)** (score: 3.9) — Proposes Data and Agent Aware-Inference and Training Network (DA-ITN) architecture. Comprehensive mu
+- **[draft-sogomonian-aiip-architecture](https://datatracker.ietf.org/doc/draft-sogomonian-aiip-architecture/)** (score: 3.7) — Defines architectural model for Artificial Intelligence Internet Protocol (AIIP) enabling stateless,
+- **[draft-chuyi-nmrg-ai-agent-network](https://datatracker.ietf.org/doc/draft-chuyi-nmrg-ai-agent-network/)** (score: 3.2) — Focuses on large language model-based agents for network operations and maintenance. Addresses pract
+- **[draft-tong-network-agent-use-cases-in-6g](https://datatracker.ietf.org/doc/draft-tong-network-agent-use-cases-in-6g/)** (score: 3.2) — Introduces network AI agent use cases in 6G focusing on connectivity services and third-party applic
+- **[draft-liu-nmrg-ai-llm-inference-requirements](https://datatracker.ietf.org/doc/draft-liu-nmrg-ai-llm-inference-requirements/)** (score: 3.2) — Analyzes system and network requirements for large-scale LLM inference services. Investigates mainst
+- **[draft-levy-llm-uri-scheme](https://datatracker.ietf.org/doc/draft-levy-llm-uri-scheme/)** (score: 3.1) — Defines a URI scheme for identifying LLM endpoints with embedded configuration parameters. Creates a
+
+## Other AI/agent (8 drafts)
+
+- **[draft-ietf-tls-ecdhe-mlkem](https://datatracker.ietf.org/doc/draft-ietf-tls-ecdhe-mlkem/)** (score: 4.4) — Defines hybrid post-quantum key agreement mechanisms for TLS 1.3 that combine ML-KEM with traditiona
+- **[draft-wmz-nmrg-agent-ndt-arch](https://datatracker.ietf.org/doc/draft-wmz-nmrg-agent-ndt-arch/)** (score: 4.2) — Comprehensive architecture combining Network Digital Twin with Agentic AI for intent-based network o
+- **[draft-an-nmrg-i2icf-cits](https://datatracker.ietf.org/doc/draft-an-nmrg-i2icf-cits/)** (score: 3.7) — Defines framework for orchestrating In-Network Computing Functions in Cooperative Intelligent Transp
+- **[draft-cui-nmrg-auto-test](https://datatracker.ietf.org/doc/draft-cui-nmrg-auto-test/)** (score: 3.6) — Framework for AI-assisted network protocol testing using LLMs and automated test generation. Defines
+- **[draft-stephan-ai-agent-6g](https://datatracker.ietf.org/doc/draft-stephan-ai-agent-6g/)** (score: 3.4) — Examines AI agent communication protocols specifically for 6G systems based on 3GPP requirements. Ex
+- **[draft-architect-cittamarket](https://datatracker.ietf.org/doc/draft-architect-cittamarket/)** (score: 3.1) — Specifies protocol for immutable AGI system identification using Bitcoin blockchain anchoring. Defin
+- **[draft-zhao-nmrg-ai-agent-for-dtn](https://datatracker.ietf.org/doc/draft-zhao-nmrg-ai-agent-for-dtn/)** (score: 3.0) — Proposes AI agent architecture for Digital Twin Networks, integrating autonomous agents at each DTN 
+- **[draft-ietf-httpbis-rfc6265bis](https://datatracker.ietf.org/doc/draft-ietf-httpbis-rfc6265bis/)** (score: 3.0) — Updates HTTP Cookie specification to replace RFC 6265 with improved security and privacy. Addresses 
+
+## Policy / governance / ethical frameworks (1 drafts)
+
+- **[draft-chen-agent-decoupled-authorization-model](https://datatracker.ietf.org/doc/draft-chen-agent-decoupled-authorization-model/)** (score: 3.5) — This draft proposes a decoupled authorization framework for AI agents that enables dynamic, intent-b
+
+## Policy/governance (53 drafts)
+
+- **[draft-aylward-daap-v2](https://datatracker.ietf.org/doc/draft-aylward-daap-v2/)** (score: 4.8) — Defines comprehensive protocol for AI agent accountability including authentication, monitoring, and
+- **[draft-goswami-agentic-jwt](https://datatracker.ietf.org/doc/draft-goswami-agentic-jwt/)** (score: 4.5) — Extends OAuth 2.0 with Agentic JWT to address authorization challenges in autonomous AI systems. Int
+- **[draft-birkholz-verifiable-agent-conversations](https://datatracker.ietf.org/doc/draft-birkholz-verifiable-agent-conversations/)** (score: 4.5) — Defines CDDL-based data format for verifiable agent conversation records using COSE signing. Support
+- **[draft-aylward-aiga-2](https://datatracker.ietf.org/doc/draft-aylward-aiga-2/)** (score: 4.5) — Comprehensive AI governance framework with tiered risk model, federated authority network, and econo
+- **[draft-cui-nmrg-llm-benchmark](https://datatracker.ietf.org/doc/draft-cui-nmrg-llm-benchmark/)** (score: 4.3) — Provides comprehensive evaluation framework for LLM-based network configuration agents. Includes emu
+- **[draft-mw-wimse-transitive-attestation](https://datatracker.ietf.org/doc/draft-mw-wimse-transitive-attestation/)** (score: 4.3) — Defines WIMSE profile for cryptographically binding workload identities to their execution environme
+- **[draft-wmz-nmrg-agent-ndt-arch](https://datatracker.ietf.org/doc/draft-wmz-nmrg-agent-ndt-arch/)** (score: 4.2) — Comprehensive architecture combining Network Digital Twin with Agentic AI for intent-based network o
+- **[draft-dhir-http-agent-profile](https://datatracker.ietf.org/doc/draft-dhir-http-agent-profile/)** (score: 4.2) — Defines HTTP Agent Profile for authenticating agent traffic, separating human from agent traffic, an
+- **[draft-chen-oauth-rar-agent-extensions](https://datatracker.ietf.org/doc/draft-chen-oauth-rar-agent-extensions/)** (score: 4.2) — Extends OAuth RAR with policy_context and lifecycle_binding members for AI agent environments. Enabl
+- **[draft-aylward-aiga-1](https://datatracker.ietf.org/doc/draft-aylward-aiga-1/)** (score: 4.2) — Specifies AI Governance and Accountability Protocol with tiered risk-based governance model. Include
+- **[draft-aap-oauth-profile](https://datatracker.ietf.org/doc/draft-aap-oauth-profile/)** (score: 4.2) — Defines an OAuth 2.0 authorization profile specifically for autonomous AI agents, extending existing
+- **[draft-oauth-transaction-tokens-for-agents](https://datatracker.ietf.org/doc/draft-oauth-transaction-tokens-for-agents/)** (score: 4.2) — Extends OAuth Transaction Tokens framework to support agent context propagation with actor and princ
+- **[draft-jewell-aibdp](https://datatracker.ietf.org/doc/draft-jewell-aibdp/)** (score: 4.2) — Defines AI Boundary Declaration Protocol for expressing content usage boundaries for AI systems. Pro
+- **[draft-liu-agent-operation-authorization](https://datatracker.ietf.org/doc/draft-liu-agent-operation-authorization/)** (score: 4.1) — Specifies framework for verifiable delegation of actions from humans to AI agents using JWT tokens. 
+- **[draft-yue-anima-agent-recovery-networks](https://datatracker.ietf.org/doc/draft-yue-anima-agent-recovery-networks/)** (score: 4.1) — Defines task-oriented multi-agent framework for fault recovery in converged mobile networks. Targets
+- **[draft-schulze-ecap](https://datatracker.ietf.org/doc/draft-schulze-ecap/)** (score: 4.1) — ECAP defines a cryptographically-verified protocol for web crawlers to obtain consent from hosts bef
+- **[draft-steele-agent-considerations](https://datatracker.ietf.org/doc/draft-steele-agent-considerations/)** (score: 4.0) — Defines guidelines for IETF specifications to support AI agent consumption and code generation. Intr
+- **[draft-mishra-oauth-agent-grants](https://datatracker.ietf.org/doc/draft-mishra-oauth-agent-grants/)** (score: 4.0) — Extends OAuth 2.0 for AI agent authorization with human consent verification, revocation, and audit 
+- **[draft-barney-caam](https://datatracker.ietf.org/doc/draft-barney-caam/)** (score: 4.0) — Specifies Contextual Agent Authorization Mesh for runtime authorization of agents after discovery, p
+- **[draft-nennemann-wimse-ect](https://datatracker.ietf.org/doc/draft-nennemann-wimse-ect/)** (score: 4.0) — Defines Execution Context Tokens as JWT extension to WIMSE for tracking task execution in distribute
+- **[draft-berlinai-vera](https://datatracker.ietf.org/doc/draft-berlinai-vera/)** (score: 3.9) — Introduces VERA, a zero-trust architecture for AI agent security with five enforcement pillars and c
+- **[draft-ietf-tls-deprecate-obsolete-kex](https://datatracker.ietf.org/doc/draft-ietf-tls-deprecate-obsolete-kex/)** (score: 3.8) — Deprecates obsolete key exchange methods in TLS 1.2 including finite field DH and RSA. Updates multi
+- **[draft-srijal-agents-policy](https://datatracker.ietf.org/doc/draft-srijal-agents-policy/)** (score: 3.8) — Specifies AGENTS.TXT protocol as strict plaintext policy file for automated clients, bots, and crawl
+- **[draft-zhao-nmop-network-management-agent](https://datatracker.ietf.org/doc/draft-zhao-nmop-network-management-agent/)** (score: 3.8) — Defines AI-driven Network Management Agent concept for Level 4 autonomous networks. Specifies integr
+- **[draft-scim-agent-extension](https://datatracker.ietf.org/doc/draft-scim-agent-extension/)** (score: 3.7) — Extends SCIM 2.0 specification to manage agents and agentic applications across domains. Builds on e
+- **[draft-rosenberg-aiproto-framework](https://datatracker.ietf.org/doc/draft-rosenberg-aiproto-framework/)** (score: 3.7) — Provides framework and requirements for AI agent protocols on the Internet. Surveys existing approac
+- **[draft-melnikov-sasl2](https://datatracker.ietf.org/doc/draft-melnikov-sasl2/)** (score: 3.7) — Updates SASL framework to support modern authentication requirements including multi-factor authenti
+- **[draft-ietf-lake-ra](https://datatracker.ietf.org/doc/draft-ietf-lake-ra/)** (score: 3.7) — Specifies remote attestation procedures integrated with EDHOC lightweight key exchange protocol. Ena
+- **[draft-ietf-lamps-rfc7030-csrattrs](https://datatracker.ietf.org/doc/draft-ietf-lamps-rfc7030-csrattrs/)** (score: 3.7) — Updates RFC7030 to clarify CSR Attributes Response encoding and adds template-based approach for EST
+- **[draft-gaikwad-south-authorization](https://datatracker.ietf.org/doc/draft-gaikwad-south-authorization/)** (score: 3.7) — Authorization protocol supporting probabilistic decisions for agents and services. Enables uncertain
+- **[draft-kotecha-agentic-dispute-protocol](https://datatracker.ietf.org/doc/draft-kotecha-agentic-dispute-protocol/)** (score: 3.6) — Defines a protocol for autonomous agents to file and resolve disputes through structured automated p
+- **[draft-vandoulas-aidp](https://datatracker.ietf.org/doc/draft-vandoulas-aidp/)** (score: 3.6) — Defines a comprehensive control-plane protocol for secure agent interactions with delegation, author
+- **[draft-messous-eat-ai](https://datatracker.ietf.org/doc/draft-messous-eat-ai/)** (score: 3.6) — Defines an Entity Attestation Token profile for remote attestation of autonomous AI agents, specifyi
+- **[draft-gaikwad-aps-profile](https://datatracker.ietf.org/doc/draft-gaikwad-aps-profile/)** (score: 3.6) — Storage service profile for agent persistent state including embeddings, preferences, and audit logs
+- **[draft-pbs-sidrops-roaanycast](https://datatracker.ietf.org/doc/draft-pbs-sidrops-roaanycast/)** (score: 3.6) — Defines best practices for managing Route Origin Authorizations (ROAs) for globally anycasted servic
+- **[draft-song-oauth-ai-agent-collaborate-authz](https://datatracker.ietf.org/doc/draft-song-oauth-ai-agent-collaborate-authz/)** (score: 3.5) — Proposes OAuth 2.0 extension for multi-AI agent collaboration with applier-on-behalf-of authorizatio
+- **[draft-wang-hjs-accountability](https://datatracker.ietf.org/doc/draft-wang-hjs-accountability/)** (score: 3.5) — Defines HJS accountability layer for AI agents using blockchain-anchored timestamps to create immuta
+- **[draft-ahn-nmrg-5g-security-i2nsf-framework](https://datatracker.ietf.org/doc/draft-ahn-nmrg-5g-security-i2nsf-framework/)** (score: 3.5) — Presents integrated framework for automated 5G edge network security using I2NSF architecture and In
+- **[draft-jia-oauth-scope-aggregation](https://datatracker.ietf.org/doc/draft-jia-oauth-scope-aggregation/)** (score: 3.5) — Extends OAuth 2.0 with scope aggregation to reduce authorization round-trips in multi-step AI agent 
+- **[draft-meta-layer-overview](https://datatracker.ietf.org/doc/draft-meta-layer-overview/)** (score: 3.5) — Introduces Meta-layer concept as coordination substrate for presence, annotation, and governance on 
+- **[draft-yuan-rtgwg-security-agent-usecase](https://datatracker.ietf.org/doc/draft-yuan-rtgwg-security-agent-usecase/)** (score: 3.4) — Proposes AI Network Security Agents for routers to provide intelligent, adaptive security capabiliti
+- **[draft-huang-rats-agentic-eat-cap-attest](https://datatracker.ietf.org/doc/draft-huang-rats-agentic-eat-cap-attest/)** (score: 3.4) — Extends Entity Attestation Token (EAT) to support capability attestation for agentic AI systems. Ena
+- **[draft-romanchuk-normative-admissibility](https://datatracker.ietf.org/doc/draft-romanchuk-normative-admissibility/)** (score: 3.4) — Establishes a framework for evaluating whether autonomous agent speech acts are admissible based on 
+- **[draft-cosmos-protocol-specification](https://datatracker.ietf.org/doc/draft-cosmos-protocol-specification/)** (score: 3.3) — Defines comprehensive badge-based identity and communication system with trust scoring, post-quantum
+- **[draft-jeong-opsawg-intent-based-sdv-framework](https://datatracker.ietf.org/doc/draft-jeong-opsawg-intent-based-sdv-framework/)** (score: 3.3) — Proposes intent-based management framework for Software-Defined Vehicles in ITS environments. Covers
+- **[draft-diaconu-agents-authz-info-sharing](https://datatracker.ietf.org/doc/draft-diaconu-agents-authz-info-sharing/)** (score: 3.2) — Addresses authorization challenges in distributed multi-agent systems across multiple domains. Cover
+- **[draft-ahn-opsawg-5g-security-i2nsf-framework](https://datatracker.ietf.org/doc/draft-ahn-opsawg-5g-security-i2nsf-framework/)** (score: 3.2) — Proposes an integrated security framework for 5G edge networks using I2NSF architecture with Intent-
+- **[draft-kale-agntcy-federated-privacy](https://datatracker.ietf.org/doc/draft-kale-agntcy-federated-privacy/)** (score: 3.2) — Specifies architecture for privacy-preserving federated learning across multi-tenant AI agent system
+- **[draft-yao-agent-auth-considerations](https://datatracker.ietf.org/doc/draft-yao-agent-auth-considerations/)** (score: 3.1) — Extends OAuth model for AI agent authentication and authorization in Agent Communication Networks. P
+- **[draft-ietf-lamps-e2e-mail-guidance](https://datatracker.ietf.org/doc/draft-ietf-lamps-e2e-mail-guidance/)** (score: 3.0) — Provides comprehensive guidance for implementing end-to-end email encryption securely. Addresses usa
+- **[draft-hong-nmrg-agenticai-ps](https://datatracker.ietf.org/doc/draft-hong-nmrg-agenticai-ps/)** (score: 3.0) — Presents problem statement and motivations for applying Agentic AI to network management. Emphasizes
+- **[draft-cui-dmsc-agent-cdi](https://datatracker.ietf.org/doc/draft-cui-dmsc-agent-cdi/)** (score: 3.0) — Defines comprehensive framework for cross-domain AI agent interoperability including identity federa
+- **[draft-condrey-rats-witnessd-enrollment](https://datatracker.ietf.org/doc/draft-condrey-rats-witnessd-enrollment/)** (score: 3.0) — Specifies trust anchor bootstrap protocol for proof of process framework. Defines device enrollment,