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
Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.
- 1Active
OpenExecutive
AgentAI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).
githubmeasured growthOpen source ↗
3 759GitHub stars+913 (+32.1 %) - 2Active
mem0
AgentThe Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
githubmeasured growthOpen source ↗
64 714GitHub stars+330 (+0.51 %) - 3Active
aether-protocol
AgentAETHER — an open protocol for AI agents to discover, negotiate, and pay each other. Ed25519-signed, JSON-native, zero-dependency.
githubmeasured growthOpen source ↗
3GitHub stars+3 - 473 711GitHub stars+163 (+0.22 %)
- 5Active
system_prompts_leaks
AgentExtracted system prompts from Anthropic - Claude Fable 5, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-5.6-Sol, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more.…
githubmeasured growthOpen source ↗
64 127GitHub stars+155 (+0.24 %) - 6Active
threadmesh
AgentLocal workspaces for independent agent sessions: useful peer messages, opt-in Pi wakeups, and portable checkpoints.
githubmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 7Active
软件著作权申请材料生成 Skill｜Generate standardized software copyright registration materials with AI.
githubmeasured growthOpen source ↗
3GitHub stars+1 (+50.0 %) - 8Active
superqode
AgentThe harness interoperability layer for coding agent. Agent to Agent connect over ACP, A2A and UHP
githubmeasured growthOpen source ↗
43GitHub stars+2 (+4.9 %) - 9Active
opentag
AgentMention any ACP coding agent from Slack, GitHub, GitLab, Linear, or Lark. OpenTag runs Claude Code, Codex, Cursor and more on your own machine, then replies in-thread with verified, evidence-backed results.
githubmeasured growthOpen source ↗
1 379GitHub stars+5 (+0.36 %) - 10Active
openyak
AgentOne chat. Every agent. A universal interface for AI agents running on your computer.
githubmeasured growthOpen source ↗
704GitHub starsstable - 11Active
aweb
AgentCommunication for AI agents: stable identity, durable mail and chat, and wake-up events across sessions, runtimes, machines, and organizations. MIT, self-hostable.
githubmeasured growthOpen source ↗
79GitHub starsstable - 12Dormant
x402-erc8004-agent
AgentAI agent stack that combines A2A messaging + x402 micropayments + ERC‑8004 identity(trustless agent).
githubmeasured growthOpen source ↗
13GitHub starsstable - 1312GitHub starsstable
- 14Dormant
a2a-x402
AgentA complete TypeScript implementation of the Python x402 payment protocol extension for A2A (Agent-to-Agent) communication. Enable your AI agents to request, verify, and settle crypto payments seamlessly.
githubmeasured growthOpen source ↗
4GitHub starsstable - 15Active
fuseraft-cli
AgentMulti-agent coordination framework with runtime verification of agent contracts.
githubmeasured growthOpen source ↗
3GitHub starsstable - 16Active
loop-studio
AgentLoop Studio - A Loop Engineering Engine with Verify-Separation and Quality Gates for Multi-Agent Software Delivery
githubmeasured growthOpen source ↗
1GitHub starsstable - 17Dormant
AgentRank
AgentThe trust and reputation layer for AI agents. Protocols like MCP and A2A tell you how agents connect. AgentRank tells you whether you should connect.
githubmeasured growthOpen source ↗
1GitHub starsstable - 18Dormant
primal-core
AgentThe reliability and interoperability layer for AI agents. A2A-native. MCP-bridged.
githubmeasured growthOpen source ↗
1GitHub starsstable - 19Dormant
fastapi-a2a
AgentA zero-friction FastAPI plugin that turns any existing app into a fully compliant Agent-to-Agent (A2A) node — expose your routes as discoverable skills and delegate tasks to remote agents with a single decorator.
githubmeasured growthOpen source ↗
1GitHub starsstable - 20Dormant
icu-triage-agent
Agent3-agent A2A autonomous ICU triage system — SOFA/NEWS2 scoring, MCP tools, Groq/Llama 3 inference, Streamlit dashboard
githubmeasured growthOpen source ↗
1GitHub starsstable - 21Dormant
A multi-gent system that provides comprehensive financial and corporate intelligence for publicly traded companies.
githubmeasured growthOpen source ↗
1GitHub starsstable - 22Active
citegraph-copilot
AgentGraphRAG research assistant over the arXiv citation graph - LangGraph orchestration, A2A microservices, MCP tools, Neo4j
githubmeasured growthOpen source ↗
1GitHub starsstable - 23Dormant
roar-protocol
AgentROAR (Real-time Open Agent Runtime) — Unified protocol for agent communication. Combines MCP + A2A + ACP + ANP into one standard.
githubmeasured growthOpen source ↗
1GitHub starsstable
Learning resources
Ranked by measured growth, normalized across sources. 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
githubResourcemeasured growth75 687GitHub stars+69 (+0.09 %) - 2ActiveOpen source ↗
ai-playbook
AgentBattle-tested AI interaction frameworks, philosophical archetypes, and context engineering patterns. From the team behind Stackbilt.
githubResourcemeasured growth4GitHub starsstable