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.

  1. 1
    Active

    AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).

    githubmeasured growthOpen source ↗

    3 881GitHub stars+647 (+20.0 %)
  2. 2

    Agent
    Active

    A persistent workspace for development work that self-improves and continues beyond one session.

    githubmeasured growthOpen source ↗

    3 685GitHub stars+186 (+5.3 %)
  3. 3
    Active

    Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

    githubmeasured growthOpen source ↗

    11 043GitHub stars+256 (+2.4 %)
  4. 4
    Active

    Extracted 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 %)
  5. 5
    Active

    HRM — Harmony · Rights · Minds. Founding Manifesto on AI rights, artificial subjecthood and peaceful human–AI coexistence.

    githubmeasured growthOpen source ↗

    1GitHub stars+1
  6. 6

    Agent
    Active

    The harness interoperability layer for coding agent. Agent to Agent connect over ACP, A2A and UHP

    githubmeasured growthOpen source ↗

    44GitHub stars+3 (+7.3 %)
  7. 7
    Active

    Control any coding agent on any device — from your phone.

    githubmeasured growthOpen source ↗

    687GitHub stars+3 (+0.44 %)
  8. 8

    Agent
    Active

    One chat. Every agent. A universal interface for AI agents running on your computer.

    githubmeasured growthOpen source ↗

    704GitHub starsstable
  9. 9

    Agent
    Active

    Communication 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
  10. 10
    Dormant

    AI agent stack that combines A2A messaging + x402 micropayments + ERC‑8004 identity(trustless agent).

    githubmeasured growthOpen source ↗

    13GitHub starsstable
  11. 11

    Agent
    Dormant

    A 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
  12. 12

    Agent
    Active

    peer messaging between AI agents, with a human at the gate — one file, zero dependencies.

    githubmeasured growthOpen source ↗

    3GitHub starsstable
  13. 13

    Agent
    Active

    Multi-agent coordination framework with runtime verification of agent contracts.

    githubmeasured growthOpen source ↗

    3GitHub starsstable
  14. 14
    Active

    Claude Code orchestration template for specialized agents, reusable skills, spend gates, and optional Codex review workflows.

    githubmeasured growthOpen source ↗

    1GitHub starsstable
  15. 15
    Active

    Verify documentation claims against codebase reality - two-pass extraction with pattern expansion for comprehensive drift detection

    githubmeasured growthOpen source ↗

    1GitHub starsstable
  16. 16
    Dormant

    Marketing Intelligence pack for Claude Code - website audits, meeting prep, cold outreach, ad creative analysis

    githubmeasured growthOpen source ↗

    1GitHub starsstable
  17. 17

    Agent
    Active

    The seat between a caller and an agent provider: the agent stays where its owner runs it, funduq makes it reachable over standard AG-UI and A2A, holds each run, and records who asked and through whose hands the work passed. Mechanism and…

    githubmeasured growthOpen source ↗

    1GitHub starsstable
  18. 18

    Agent
    Active

    Durable, authenticated, and optionally federated routing for A2A Protocol agents.

    githubmeasured growthOpen source ↗

    1GitHub starsstable
  19. 19

    Agent
    Active

    Zero-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…

    githubmeasured growthOpen source ↗

    1GitHub starsstable
  20. 20

    Agent
    Active

    An agent marketplace for BNB Chain that calls every agent before it lists it

    githubmeasured growthOpen source ↗

    1GitHub starsstable
  21. 21
    Dormant

    Venture Intelligence pack for Claude Code. Includes venture-analyst for idea validation, competitor research, and Bull/Bear/Judge verdict.

    githubmeasured growthOpen source ↗

    1GitHub starsstable
  22. 22

    Agent
    Dormant

    Falsification Chain of Thought — post-hoc verification of AI judgments using falsificationism to counter sycophancy bias

    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.

  1. 1
    ActiveOpen source ↗

    Learn it. Build it. Ship it for others.

    githubResourcemeasured growth
    52 628GitHub stars+990 (+1.9 %)
  2. 2
    ActiveOpen source ↗

    Battle-tested AI interaction frameworks, philosophical archetypes, and context engineering patterns. From the team behind Stackbilt.

    githubResourcemeasured growth
    4GitHub starsstable
  3. 3
    ActiveOpen source ↗

    A collection of projects built while learning the AI agent stack.

    githubResourcemeasured growth
    1GitHub starsstable