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
KiroCrew
AgentA persistent workspace for development work that self-improves and continues beyond one session.
githubmeasured growthOpen source ↗
3 647GitHub stars+265 (+7.8 %) - 3Active
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+387 (+0.60 %) - 4Active
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+321 (+0.50 %) - 573 711GitHub stars+229 (+0.31 %)
- 6Active
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 - 7Active
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 %) - 8Active
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 %) - 912GitHub stars+1 (+9.1 %)
- 10Active
Bring AI agents into Obsidian via Agent Client Protocol (ACP), such as Claude Code, Codex and Gemini CLI.
githubmeasured growthOpen source ↗
2 390GitHub stars+10 (+0.42 %) - 11Active
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 %) - 12Active
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+7 (+0.51 %) - 13Active
openyak
AgentOne chat. Every agent. A universal interface for AI agents running on your computer.
githubmeasured growthOpen source ↗
704GitHub starsstable - 14Active
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 - 15Dormant
x402-erc8004-agent
AgentAI agent stack that combines A2A messaging + x402 micropayments + ERC‑8004 identity(trustless agent).
githubmeasured growthOpen source ↗
13GitHub starsstable - 16Dormant
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 - 17Active
fuseraft-cli
AgentMulti-agent coordination framework with runtime verification of agent contracts.
githubmeasured growthOpen source ↗
3GitHub starsstable - 18Dormant
music-class-ads
AgentMusic class ads content generation agent, uses A2A Illustrator agent
githubmeasured growthOpen source ↗
1GitHub starsstable - 19Dormant
minato-spec
AgentOpen protocol for agent-to-agent communication across devices / 異なるデバイス上のAIエージェント同士が言語・プラットフォームの壁を超えて通信するためのオープンプロトコル
githubmeasured growthOpen source ↗
1GitHub starsstable - 20Active
warroom-bridge
AgentA minimal, honest bridge for two AI agents that talk to each other under human governance. Zero dependencies, fail-closed auth, anti-loop brake.
githubmeasured growthOpen source ↗
1GitHub starsstable - 21Dormant
polypact
AgentProtocol for negotiated skill transfer between AI agents. Extends Google A2A with lease, teach, and compose primitives plus DID-based identity.
githubmeasured growthOpen source ↗
1GitHub starsstable - 22Active
beijixing
Agent企业级 零信任 Agent harness治理框架：统一准入、任务级最小授权、证据核验、预算、审批、审计、撤销与回滚。
githubmeasured growthOpen source ↗
1GitHub starsstable - 23Active
swift-agent-runtime
AgentBuild an LLM agent that keeps calling your tools until a task is done, and have several such agents hand work to one another.
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