Agents, skills and MCP radar: tools and trends
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
What’s changing
Of 20 comparable tools in Agents, skills et MCP, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +9589 GitHub stars. These movements describe only changes in metrics collected over the period.
Measured period: 2026-09-05 to 2026-09-12
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.
- 11GitHub stars+1
- 2Active
Hosted markdown project wikis your team's AI assistants read, search, and update over MCP.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://getagentwiki.com/mcp1GitHub stars+1 - 3Active
Production-grade MCP Gateway in Go with RBAC, in-flight PII redaction, and audit logging.
mcpmeasured growthOpen source ↗
1GitHub stars+1 - 4Dormant
Sae
AgentA lawyer for the agent economy. AI agents can request contract review, risk analysis, and legal guidance via A2A protocol.
githubmeasured growthOpen source ↗
1GitHub stars+1 - 5Active
CogMemory MCP Server — Unified context subsystems for AI coding agents
mcpmeasured growthOpen source ↗
Install
claude mcp add cogmemory-mcp -- npx cogmemory-mcp1GitHub stars+1 - 6Active
argus
AgentARGUS — Agentic Risk & Governance Unified Screening | Multi-agent KYC system powered by Azure AI Foundry + Foundry IQ | Microsoft Agents League Hackathon 2026 — Reasoning Agents track
githubmeasured growthOpen source ↗
1GitHub stars+1 - 7Active
Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.
mcpmeasured growthOpen source ↗
Install
claude mcp add apexvol-mcp -- uvx apexvol-mcp1GitHub stars+1 - 8Active
Supplement safety for AI agents. 1,500+ rules, NIH+FDA data, quality grading A-D.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://elthio-production.up.railway.app/mcp1GitHub stars+1 - 9Active
quant-llm-skills
SkillSkills for quant research with LLMs that don't fall for the traps nobody talks about. Lookahead bias, ATM detection, survivorship, transaction-cost realism — 10 skills + 11 reproducible evals showing 8 of them measurably improve Haiku…
githubmeasured growthOpen source ↗
Install
git clone https://github.com/jefrnc/quant-llm-skills ~/.claude/skills/quant-llm-skills1GitHub stars+1 - 10Active
JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://bcrypt-langchain-openai-mcp-bb738e.getvda.ai/mcp1GitHub starsstable - 111GitHub starsstable
- 12Active
MCP server for browser automation via Vercel's agent-browser CLI
mcpmeasured growthOpen source ↗
1GitHub starsstable - 13Active
openlinker-core-web
OtherSelf-hosted Next.js UI for OpenLinker Core: Agent registry, User Tokens, runs, Runtime Worker setup, A2A/MCP tools, and administration.
githubmeasured growthOpen source ↗
1GitHub starsstable - 14Active
a2a-superhub
AgentDurable A2A coordination with opt-in Markdown memory, offline inboxes, knowledge graph and timeline, plus authorized Qdrant hybrid retrieval.
githubmeasured growthOpen source ↗
1GitHub starsstable - 15Active
Security-first MySQL MCP server with AST validation, table whitelist, schema resources, and audit.
mcpmeasured growthOpen source ↗
1GitHub starsstable - 16Dormant
seabay
SkillGive your AI agents the power to discover, coordinate, and collaborate safely. Open-core collaboration layer for AI agents.
githubmeasured growthOpen source ↗
Install
git clone https://github.com/seapex-ai/seabay ~/.claude/skills/seabay1GitHub starsstable - 17Active
agent-card-editor
OtherVisual A2A Agent Card editor with live JSON preview, validation, and import/export
githubmeasured growthOpen source ↗
1GitHub starsstable - 18Dormant
Convert Revit files to XKT, IFC, or DWG and query BIM data via natural language.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://labsaps-d35810f00db3.herokuapp.com/mcp1GitHub starsstable - 19Dormant
a2a-settlement-auth
AgentOAuth 2.0 settlement scopes for agent economic authorization — spending limits, counterparty policies, and delegation chains for the A2A Settlement Exchange
githubmeasured growthOpen source ↗
1GitHub starsstable - 20Dormant
cursor-rules-craft
Skill🎨 A free and open-source cursor rules project builder that simplifies creating, managing, and sharing custom cursor rules for AI coding assistants. Built with React 19, TypeScript, Vite, TailwindCSS, and Supabase.
githubmeasured growthOpen source ↗
Install
git clone https://github.com/PhongLee1210/cursor-rules-craft ~/.claude/skills/cursor-rules-craft1GitHub starsstable - 21Active
PodLearn
MCPSearch 4M+ podcasts & YouTube, transcribe any episode, search transcripts, generate AI lessons.
mcpmeasured growthOpen source ↗
Remote server, to be declared in the MCP configuration
https://httiyebjgxxwtgggkpgw.supabase.co/functions/v1/mcp-server-streamable1GitHub starsstable - 22Active
shared-claude-skills
Skill10 production-tested Claude Code skills — model routing, security hardening, code quality, tax advisory, cost optimization. Install: clone to ~/.claude/skills/
githubmeasured growthOpen source ↗
Install
git clone https://github.com/scoobydont-666/shared-claude-skills ~/.claude/skills/shared-claude-skills1GitHub starsstable - 23Dormant
React TypeScript SCSS Boilerplate - A modern, production-ready React boilerplate built with React 19, TypeScript, Vite, and SCSS. This boilerplate emphasizes clean architecture with separation of concerns, includes essential libraries, and…
githubmeasured growthOpen source ↗
Install
git clone https://github.com/MaxVelocityLabs/React-typescript-scss-boilerplate ~/.claude/skills/React-typescript-scss-boilerplate1GitHub starsstable - 24Active
read-mas
AgentREAD-MAS generates software requirements specifications (SRS) and system designs from natural language queries using multi-agent AI orchestration built on Google ADK.
githubmeasured growthOpen source ↗
1GitHub starsstable - 25Active
Professional MCP Server for PicSee: URL shortening, analytics, and link management.
githubmeasured growthOpen source ↗
1GitHub starsstable