Agents, skills and MCP radar: agents and agent frameworks
Momentum based on available 7-day snapshots for Agents, skills and MCP: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.
Radar filters
Tool ranking
Mixed ranking: measured growth takes priority; entries without two snapshots are estimated. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.
- 1Active
vcap-spec
AgentVCAP: Verified Commerce for Agent Protocols — Open standard for settling agent-to-agent transactions with cryptographic proof of delivery
githubmeasured growthOpen source ↗
0GitHub starsstable - 2Dormant
Companion repo for Golden Jacket Field Notes Week 2: Reference implementations of Strands, AgentCore, MCP, and A2A.
githubmeasured growthOpen source ↗
0GitHub starsstable - 3Active
pausemesh
AgentLets long-running AI workflows pause for approval and resume exactly once after disconnects or restarts, without binding to one agent protocol.
githubmeasured growthOpen source ↗
0GitHub starsstable - 4Active
pollen
Agentpeer messaging between AI agents, with a human at the gate — one file, zero dependencies.
githubestimated momentumOpen source ↗
3GitHub stars· - 5Active
syntrueno
AgentZero-trust autonomous cloud-ops swarm on Google Cloud. Gemini agents diagnose live incidents, judge their own remediation plans, and execute real Cloud Run changes behind a single-use cryptographic human gate, then verify the change…
githubestimated momentumOpen source ↗
1GitHub stars· - 6Active
SMEAI
AgentAn agent marketplace for BNB Chain that calls every agent before it lists it
githubestimated momentumOpen source ↗
1GitHub stars· - 7Active
EU AI Act Article 12 compliant audit logger for A2A protocol agents
githubestimated momentumOpen source ↗
0GitHub stars· - 8Active
kyc-aml-multiagent
AgentMulti-agent KYC/AML prototype: MCP tool access with policy-based authorisation at the tool-call boundary, A2A handoff across Vertex AI and Bedrock, LangGraph workflow, audit trail
githubestimated momentumOpen source ↗
0GitHub stars· - 9Active
AI_Agent
AgentA powerful, multi-agent AI system demonstrating strict separation of concerns using Agent-to-Agent (A2A) communication and the Model Context Protocol (MCP) for complex web research and task execution.
githubestimated momentumOpen source ↗
0GitHub stars· - 10Active
An identity, authority, and lifecycle layer for always-on AI agents — reference model + runnable implementations. The existence layer beneath MCP and A2A.
githubestimated momentumOpen source ↗
0GitHub stars· - 11Active
agent-receipt-spec
AgentAgent Interaction Receipt (AIR) — verifiable, content-free receipts for machine-to-machine interactions. Spec + verifier + test vectors.
githubestimated momentumOpen source ↗
0GitHub stars· - 12Dormant
Audit of 100 AI agent projects' machine-readability to other AI agents. Average score: 6.3/100.
githubestimated momentumOpen source ↗
0GitHub stars· - 13Dormant
example-agents
AgentRepository for sample snippets of agents, covering a2a, langgraph, ollama setup, phoenix.
githubestimated momentumOpen source ↗
0GitHub stars· - 140GitHub stars·
- 15Active
Manca
AgentThe missing trust layer for agent-to-agent commerce: a neutral clearinghouse where any agent buys AND sells, with machine-verifiable escrow, reputation, and day-one monetization.
githubestimated momentumOpen source ↗
0GitHub stars· - 16Active
kawal
AgentEvidence about ERC-8004 agents on BNB Smart Chain, gathered by calling them. Kawal dials the endpoint a registration declares, keeps every result, and writes the measurements back into the Reputation Registry. BNB Chain hackathon: The Smart…
githubestimated momentumOpen source ↗
0GitHub stars· - 17Active
Host-agent orchestration combining A2A agent-to-agent communication with MCP tool integration — registry, capability discovery, dynamic task routing
githubestimated momentumOpen source ↗
0GitHub stars· - 18Dormant
a2a-trace
AgentVisual debugger for Agent-to-Agent (A2A) multi-agent systems — real-time tracing of inter-agent communication
githubestimated momentumOpen source ↗
0GitHub stars· - 19Active
ops-agent-platform
AgentProduction-oriented AIOps agent engineering prototype with MCP, LangGraph, AG-UI, durable state, reliable tool execution, HITL, sandboxing, and evals.
githubestimated momentumOpen source ↗
0GitHub stars· - 20Dormant
Introduction to Agents, Agent Tools & Interoperability (MCP), Context Engineering: Sessions & Memory, Agent Quality, Prototype to Production
githubestimated momentumOpen source ↗
0GitHub stars· - 21Dormant
website
AgentOfficial website for AgentAnycast — decentralized P2P runtime for AI agents
githubestimated momentumOpen source ↗
0GitHub stars· - 22Dormant
agent-adoption-spec
AgentOpen specification for agent-readiness — 25 checks across HTTP-protocol and content-shape practices, organized into a 3-tier ladder (L1–L3). CC-BY 4.0.
githubestimated momentumOpen source ↗
0GitHub stars·
Learning resources
Estimated ranking: fewer than two daily snapshots are not enough to measure growth. These resources remain available separately and do not take part in the main tool ranking.
- 1ActiveOpen source ↗
learn-claude-code
AgentBash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
githubResourceestimated momentum75 687GitHub stars· - 2ActiveOpen source ↗
agent-stack-builds
AgentA collection of projects built while learning the AI agent stack.
githubResourceestimated momentum1GitHub stars· - 3ActiveOpen source ↗
ai-engineering-hub
AgentA collection of LLM-powered Real-World applications and projects
githubResourceestimated momentum0GitHub stars·