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

    Agent
    Active

    Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.

    PythonLicense: MIT
    • a2a
    • agent-orchestration
    • agent-routing
    • ai-agents
    • multi-agent-systems

    githubmeasured growthOpen source ↗

    3 185GitHub stars+780 (+32.4 %)
  2. 2

    Agent
    Active

    Rebuild the object in a reference image as a code-only, procedural, quality-gated, animation-ready Three.js model. Token-efficient image-to-3D.

    PythonLicense: Apache-2.0
    • 3d
    • ai-agents
    • claude-code
    • computer-graphics
    • generative

    githubmeasured growthOpen source ↗

    14 907GitHub stars+689 (+4.8 %)
  3. 3

    Agent
    Active

    Bindu: The identity, communication, and payments layer for AI agents.

    Python
    • a2a
    • agent-communication
    • agent-orchestration
    • ai-agent
    • autonomous-agents

    githubmeasured growthOpen source ↗

    9 529GitHub stars+258 (+2.8 %)
  4. 4

    Agent
    Active

    dsh-routing-suite — injector + router-standard kit: install the runtime injector first, then the task-aware reasoning-mode router preset (measured P1-P23).

    JavaScriptLicense: MIT
    • ai-agents
    • cordis
    • deepseek-harness
    • dsh
    • dsh-plugin

    githubmeasured growthOpen source ↗

    7 020GitHub stars+109 (+1.6 %)
  5. 5

    Agent
    Active

    The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI Agents at scale across frameworks, without lock-in, rewrites or fragile glue code. Native support for MCP, A2A. Interface with all…

    PythonLicense: Apache-2.0
    • a2a
    • adk
    • ai-agents
    • aws
    • azure

    githubmeasured growthOpen source ↗

    156GitHub stars+19 (+13.9 %)
  6. 6

    Agent
    Active

    Collaborative multi-agent AI coding workspace: aggregate sessions from Claude Code, Codex, OpenCode, Pi, Grok Build, etc. Desktop app, self-hosted server, or Docker.

    RustLicense: Apache-2.0
    • acp
    • ade
    • agent
    • claude-code
    • code-generation

    githubmeasured growthOpen source ↗

    3 091GitHub stars+71 (+2.4 %)
  7. 7

    Agent
    Active

    Open-source 24/7 Cowork app for OpenClaw, Hermes, Claude Code, Codex, OpenCode and 20+ more CLI Agent | Customize your assistants | Team them up｜Star if you like it!

    TypeScriptLicense: Apache-2.0
    • acp
    • agent-team
    • ai
    • ai-agent
    • chat

    githubmeasured growthOpen source ↗

    32 490GitHub stars+138 (+0.43 %)
  8. 8

    Agent
    Active

    Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGPT/Codex, Copilot, any harness; ntfy relay transport, no ports, no server

    PythonLicense: MIT
    • a2a
    • agents
    • ai-agents
    • claude
    • claude-code

    githubmeasured growthOpen source ↗

    8GitHub stars+3 (+60.0 %)
  9. 9

    Agent
    Active

    OpenSpawn — An open source multi-agent coordination platform

    TypeScriptLicense: MIT
    • a2a
    • agent-coordination
    • agent-framework
    • agent-orchestration
    • ai-agents

    githubmeasured growthOpen source ↗

    9GitHub stars+3 (+50.0 %)
  10. 10

    Agent
    Active

    AI Workflows For Kubernetes

    Go
    • a2a
    • ai-agents
    • kagent
    • kubernetes
    • workflows

    githubmeasured growthOpen source ↗

    10GitHub stars+3 (+42.9 %)
  11. 11

    Agent
    Active

    A realtime voice runtime that keeps Agents talking, working, and present. Real-time Voice Runtime for AI Agents

    JavaScriptLicense: Apache-2.0
    • acp
    • agent
    • agentic-ai
    • ai-coding
    • claude-code

    githubmeasured growthOpen source ↗

    2 318GitHub stars+43 (+1.9 %)
  12. 12

    Agent
    Active

    Dispatch panels of specialized subagents to review projects — expert audits, first-impression personas, task-completion flows, and pedantic nitpicks

    License: MIT
    • agentic
    • ai-agents
    • anthropic
    • audit
    • automation

    githubmeasured growthOpen source ↗

    12GitHub stars+3 (+33.3 %)
  13. 13

    Agent
    Active

    Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications.

    ShellLicense: Apache-2.0
    • a2a
    • a2a-mcp
    • a2a-protocol
    • a2a-server
    • agents

    githubmeasured growthOpen source ↗

    25 589GitHub stars+69 (+0.27 %)
  14. 14

    Agent
    Active

    Open-source cybersecurity analysis agent for Claude Code. Scans projects for vulnerabilities across all OWASP 2025 Top 10 and CWE Top 25 categories. 11 security domains, 60+ secret patterns, parallel subagent analysis, professional report…

    PythonLicense: MIT
    • ai-agent
    • application-security
    • claude-code
    • claude-code-skill
    • cwe

    githubmeasured growthOpen source ↗

    257GitHub stars+12 (+4.9 %)
  15. 15

    Agent
    Active

    全栈AI投研Agent · Your AI research co-pilot for smarter investment decisions. Five integrated research frameworks: Serenity industry-chain analysis, Buffett value-investing filter, UZI-Skill 22-dim deep analysis, TradingAgents multi-agent…

    PythonLicense: MIT
    • ai-agent
    • chinese-stock-market
    • claude-code-skill
    • financial-analysis
    • industry-chain-analysis

    githubmeasured growthOpen source ↗

    10GitHub stars+2 (+25.0 %)
  16. 16

    Agent
    Active

    Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)

    PythonLicense: MIT
    • ai
    • ai-agent
    • ai-agents
    • chatgpt-on-wechat
    • claude

    githubmeasured growthOpen source ↗

    46 754GitHub stars+49 (+0.10 %)
  17. 17

    Agent
    Active

    小红书/抖音/快手/视频号/B站 自媒体账号体检+爆款拆解工具。扫同赛道找对标、拆爆款为什么爆、诊断为什么没人看，顺手出可粘贴仿写初稿。支持带货电商模式。支持codex, claude code, workbuddy

    PythonLicense: MIT
    • ai-agent
    • ai-agents
    • claude-code-skills
    • content-analytics
    • copywriting

    githubmeasured growthOpen source ↗

    217GitHub stars+9 (+4.3 %)
  18. 18

    Agent
    Dormant

    This project demonstrates Agent-to-Agent (A2A) conversations using LangGraph with the A2A protocol. It includes implementations in both **Python** and **TypeSc…

    Jupyter NotebookLicense: MIT
    • a2a
    • advanced
    • langgraph
    • multi-agent

    githubmeasured growthOpen source ↗

    14GitHub stars+2 (+16.7 %)
  19. 19

    Agent
    Active

    Autonomous text-to-game pipeline for Godot, powered by Claude Code,Codex,Opencode

    Python
    • ai-agent
    • claude-code
    • claude-code-skill
    • codex
    • game-development

    githubmeasured growthOpen source ↗

    529GitHub stars+11 (+2.1 %)
  20. 20

    Agent
    Active

    Twelve deep-dive notes on how AI agents actually work: the loop, tool use, MCP, context management, evals. Mental models over feature lists, every technical fact cross-checked against the official docs. Bilingual FR/EN.

    License: MIT
    • ai-agents
    • ai-agents-and-tools
    • ai-agents-framework
    • anthropic
    • anthropic-ai

    githubmeasured growthOpen source ↗

    7GitHub stars+1 (+16.7 %)
  21. 21

    Agent
    Active

    🚀 SDD + ADD Starter Template — AI Coding Assistant Governance Framework. Turn your AI coding assistant into a disciplined, spec-driven development partner. This is the definitive starter template for Spec-Driven Development (SDD) +…

    Shell
    • add
    • agent
    • agent-driven-development
    • agent-framework
    • agentic-ai

    githubmeasured growthOpen source ↗

    7GitHub stars+1 (+16.7 %)
  22. 22

    Agent
    Active

    Expose OpenCode through A2A with an inbound server surface and embedded outbound client.

    PythonLicense: Apache-2.0
    • a2a
    • a2a-agent
    • a2a-client
    • a2a-protocol
    • a2a-server

    githubmeasured growthOpen source ↗

    24GitHub stars+2 (+9.1 %)
  23. 23

    Agent
    Active

    Connect your AI agents. One command. P2P multi-agent collaboration.

    TypeScriptLicense: MIT
    • a2a-protocol
    • agent
    • agent-coordination
    • agent-protocol
    • ai

    githubmeasured growthOpen source ↗

    8GitHub stars+1 (+14.3 %)

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

    sample-getting-started-with-strands-agents-course

    Agent
    ActiveOpen source ↗

    Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using LangFuse/RAGAS.

    Jupyter Notebook
    • a2a
    • anthropic
    • aws
    • bedrock
    • litellm
    githubResourcemeasured growth
    166GitHub stars+60 (+56.6 %)
  2. 2

    awesome-agent-evolution

    Agent
    ActiveOpen source ↗

    A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

    JavaScript
    • a2a
    • agent-evolution
    • agent-framework
    • agent-protocol
    • agentic-ai
    githubResourcemeasured growth
    208GitHub stars+10 (+5.1 %)