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 652GitHub stars+1 125 (+44.5 %) - 2Active
KiroCrew
AgentA persistent workspace for development work that self-improves and continues beyond one session.
githubmeasured growthOpen source ↗
3 615GitHub stars+256 (+7.6 %) - 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 675GitHub stars+396 (+0.62 %) - 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+361 (+0.57 %) - 573 711GitHub stars+286 (+0.39 %)
- 6Active
taste-skill
AgentTaste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
githubmeasured growthOpen source ↗
82 205GitHub stars+277 (+0.34 %) - 7Active
COSCUP 2026 demo: Microsoft Agent Framework composes a remote LangGraph agent over A2A v1, with Microsoft Foundry live and credential-free offline paths.
githubmeasured growthOpen source ↗
4GitHub stars+4 - 8Active
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 - 9Active
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 %) - 10Active
openamer
AgentThe self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
githubmeasured growthOpen source ↗
3GitHub stars+2 (+200.0 %) - 11Active
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 %) - 12Active
openspawn
AgentOpenSpawn — An open source multi-agent coordination platform
githubmeasured growthOpen source ↗
9GitHub stars+3 (+50.0 %) - 13Active
act-weave
AgentAgent control plane and runtime access platform for enterprise systems — govern business APIs as Tools, compose Agents and Workflows, expose runtimes through AAP, and trace executions end to end. https://act-weave.grok.me
githubmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 14Active
registry
AgentA registry website for hosting the a2a agents that were built using the Inference Gateway ADK
githubmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 15Active
ai-risk-oracle
AgentAutonomous Execution Gateway: before AI agents execute tools, payments, or workflows, InterAI verifies risk, policy, and trust receipts.
githubmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 16Dormant
demarche
AgentVendor-neutral identity verification for AI agents
githubmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 17Active
attenu-guard-ts
AgentAttenu Guard for TypeScript — per-agent permissions on every tool call and sub-agent handoff (a sub-agent never holds more than its parent) with a hash-chained audit log verified offline; same bundle format as the Python library.
githubmeasured growthOpen source ↗
1GitHub stars+1 - 18Active
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 ↗
11GitHub stars+3 (+37.5 %) - 19Active
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
githubmeasured growthOpen source ↗
6GitHub stars+2 (+50.0 %) - 2012GitHub stars+3 (+33.3 %)
- 213GitHub stars+1 (+50.0 %)
- 22Dormant
agent-did
AgentThe identity layer for AI agents: open standard, SDKs, and framework integrations for verifiable agent identity.
githubmeasured growthOpen source ↗
3GitHub stars+1 (+50.0 %) - 23Dormant
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 %)
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+126 (+0.17 %) - 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 %)