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
agent-kernel
AgentThe 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…
githubmeasured growthOpen source ↗
156GitHub stars+19 (+13.9 %) - 2Active
a2acode
AgentServe any ACP coding agent — Claude Code, Gemini CLI, Codex — over the A2A protocol, with tool progress, file diffs, and permission prompts preserved.
githubmeasured growthOpen source ↗
4GitHub stars+2 (+100.0 %) - 3Active
a2acast
AgentZero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGPT/Codex, Copilot, any harness; ntfy relay transport, no ports, no server
githubmeasured growthOpen source ↗
8GitHub stars+3 (+60.0 %) - 4Active
openspawn
AgentOpenSpawn — An open source multi-agent coordination platform
githubmeasured growthOpen source ↗
9GitHub stars+3 (+50.0 %) - 510GitHub stars+3 (+42.9 %)
- 6Active
dsh-agent-bus
AgentMulti-agent orchestration for DeepSeek Harness: turn isolated sessions into a team that assigns work, reviews output, and runs DAG workflows — durable task ledger, real reviewers, crash-safe recovery.
githubmeasured growthOpen source ↗
6GitHub stars+2 (+50.0 %) - 7Active
review-squad
AgentDispatch panels of specialized subagents to review projects — expert audits, first-impression personas, task-completion flows, and pedantic nitpicks
githubmeasured growthOpen source ↗
12GitHub stars+3 (+33.3 %) - 83GitHub stars+1 (+50.0 %)
- 9Dormant
meepo
AgentA local, privacy-first AI agent (Rust) that connects LLMs to your email, calendar, browser, code, and messages — 75+ tools, MCP/A2A support, Discord/Slack/iMessage channels, autonomous agent loop.
githubmeasured growthOpen source ↗
3GitHub stars+1 (+50.0 %) - 10Active
cyber-neo
AgentOpen-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…
githubmeasured growthOpen source ↗
257GitHub stars+12 (+4.9 %) - 11Active
investagent
Agent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…
githubmeasured growthOpen source ↗
10GitHub stars+2 (+25.0 %) - 12Dormant
HERALD
AgentHERALD is an open-source CLI that emits the standard discovery files agents need to read your site and discover its agent-interaction capabilitie. One config object drives all of it. Each file is an independent open standard; pick the…
githubmeasured growthOpen source ↗
4GitHub stars+1 (+33.3 %) - 13Active
council
Agent고개만 끄덕이는 자문단은 잊으세요. 25인 거장 자문단이 당신의 어려운 결정을 로스팅합니다. AI ROASTING 자문단 · Claude Code 스킬
githubmeasured growthOpen source ↗
4GitHub stars+1 (+33.3 %) - 14Active
cover-letter-team
Agent한국 취준생 자소서 작성 멀티 에이전트 Claude Code 스킬 심층 인터뷰로 소재 발굴, 경험카드·claim-map으로 날조 차단, 사용자 문체 반영
githubmeasured growthOpen source ↗
4GitHub stars+1 (+33.3 %) - 15Active
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
githubmeasured growthOpen source ↗
217GitHub stars+9 (+4.3 %) - 16Dormant
A2A-langgraph
AgentThis project demonstrates Agent-to-Agent (A2A) conversations using LangGraph with the A2A protocol. It includes implementations in both **Python** and **TypeSc…
githubmeasured growthOpen source ↗
14GitHub stars+2 (+16.7 %) - 17Active
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
githubmeasured growthOpen source ↗
5GitHub stars+1 (+25.0 %) - 18Active
Reference architecture for secure multi-agent delegation chains using Cedar-based permission attenuation on Amazon Bedrock AgentCore. Demonstrates scope narrowing, tamper-proof token chains, and audit logging across A2A agent interactions.
githubmeasured growthOpen source ↗
5GitHub stars+1 (+25.0 %) - 19Active
openboard
AgentMac App to use Codex Micro or Creator Micro with Claude, Hermes, and more harnesses. Full customization of lights and actions right in your Menu Bar.
githubmeasured growthOpen source ↗
5GitHub stars+1 (+25.0 %) - 20Active
fresh-eyes-review
AgentMandatory final sanity check before commits/PRs - catches security vulnerabilities, logic errors, and bugs that slip through tests
githubmeasured growthOpen source ↗
5GitHub stars+1 (+25.0 %) - 21Active
GodotMaker
AgentAutonomous text-to-game pipeline for Godot, powered by Claude Code,Codex,Opencode
githubmeasured growthOpen source ↗
529GitHub stars+11 (+2.1 %) - 226GitHub stars+1 (+20.0 %)
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 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.
githubResourcemeasured growth166GitHub stars+60 (+56.6 %) - 2ActiveOpen source ↗
30x-outreach
AgentAuditable outbound experiments from verified signals to deterministic quality gates, exact-payload approval, safe execution, and compounding learning.
githubResourcemeasured growth3GitHub stars+1 (+50.0 %) - 3ActiveOpen source ↗
A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai
githubResourcemeasured growth208GitHub stars+10 (+5.1 %)