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
website-build-kit
AgentBuild production marketing sites with Claude Code — an Astro + Cloudflare Workers template, a WordPress→Astro migration playbook, and 36 silent failures documented from real rebuilds.
githubmeasured growthOpen source ↗
22GitHub stars+11 (+100.0 %) - 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
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 %) - 4Active
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 %) - 5Active
openspawn
AgentOpenSpawn — An open source multi-agent coordination platform
githubmeasured growthOpen source ↗
9GitHub stars+3 (+50.0 %) - 6Active
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 %) - 7Dormant
demarche
AgentVendor-neutral identity verification for AI agents
githubmeasured growthOpen source ↗
2GitHub stars+1 (+100.0 %) - 8Active
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 %) - 9Active
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 %) - 10Active
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 - 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 ↗
11GitHub stars+3 (+37.5 %) - 12Active
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 %) - 1312GitHub stars+3 (+33.3 %)
- 14Dormant
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 %) - 153GitHub stars+1 (+50.0 %)
- 16Dormant
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 %) - 17Active
get-a-room
AgentDisposable collaboration rooms for AI agents working across machines and tools
githubmeasured growthOpen source ↗
4GitHub stars+1 (+33.3 %) - 18Dormant
Connect Slack to your Claude Code agents - Zero API costs, full context retention, custom skills & hooks. Unlike official Claude for Slack, we connect to your RUNNING agents.
githubmeasured growthOpen source ↗
4GitHub stars+1 (+33.3 %) - 19Active
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 %) - 20Active
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+2 (+20.0 %) - 21Active
opencode-a2a
AgentExpose OpenCode through A2A with an inbound server surface and embedded outbound client.
githubmeasured growthOpen source ↗
25GitHub stars+3 (+13.6 %) - 22Active
steam-debug
AgentA Claude skill and standalone CLI for inspecting, debugging, and injecting code into a running Steam client (desktop or Steam Deck) via the Chrome DevTools Protocol (CDP)
githubmeasured growthOpen source ↗
5GitHub stars+1 (+25.0 %) - 23Active
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 %) - 24Active
agent-utilities
AgentUtilities to spin up Pydantic AI agents with a few additional enhancements and integrations
githubmeasured growthOpen source ↗
5GitHub stars+1 (+25.0 %)
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 ↗
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 %)