MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.
Codebase observatory with 56+ scanners for git health, architecture, and documentation.
ChatPPT
Model Context Protocol (MCP) server for programmatic PowerPoint creation and editing
io.github.Parsons-ai/money
Personal finance assistant — track transactions, budgets, net worth via Plaid
TickerRisk
Check options trades for hidden catalysts (earnings, FDA, legal, SEC) before you sell premium.
io.github.Patheras/gyibb-mcp
Cited product-review verdicts from real user voices — free remote MCP, no API key.
Tenpace Review Router
Human-authenticated setup for routing GitHub pull requests into the right Slack channel.
40 MCP tools: multi-chain RPC, market and transaction decisions, AI, EU compliance and US imports
io.github.Patrizzos/envspeak
MCP server and CLI that resolves config/env-var cascade across .env, docker-compose, and Kubernetes
io.github.Patrizzos/stylesafe
MCP server and CLI that catches CSS cascade conflicts and Tailwind utility clashes before they ship.
MCP server and CLI that makes CSS legible to AI agents — explains what applies and why.
Gitee MCP Server
让 AI 用自然语言管理 Gitee 仓库：查 star、管 Issue、基于 commit 生成中文 CHANGELOG（原生无此 API）
io.github.PavelGuzenfeld/gemini
MCP server that exposes Google Gemini as tools for Claude Code
io.github.PavelGuzenfeld/media-forge
MCP server for generating diagrams, charts, presentations, and animations for Markdown documentation
sql-steward
The agent never writes SQL: queries compile from a semantic layer you control, PII refused first.
Paydirt
Agent-native installer and control plane for Paydirt iOS feedback
Verified Canadian real-estate pros + housing data: rates, transfer tax, rent-vs-buy, QC assessments.
EU AI Act risk classification, obligations and Article 50 disclosures. Offline, no API key.
Public web page to markdown, paid per call with x402. First 10 calls free, no signup.
io.github.Perf-AI/perf-mcp
Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.
io.github.Periskop-ai/shopping-discovery
Product discovery for AI agents: ranked products and bundles from the open merchant web.
Laya Typed Decisions
Typed noul / choice / score judgments from a local Laya model, with token-budget preflight.
PERSONAIZER
Free MCP API to create AI chat personas for websites — upload knowledge, search, and chat
Live aviation data for AI agents: METAR weather, airports, aircraft, glossary & FAA questions.
Web search, clean page reading & one-call research dossiers for AI agents. No API key.
PostWire
Writes a native post per network from one idea and publishes it: TikTok, Instagram, YouTube & more
FAA written-test prep: practice questions, readiness diagnostic, METAR/TAF, drone airspace
Continuity for agents: a live memory you can read and cite right now, outliving the context window.
MCP Light Memory
Local-first persistent memory for coding agents and MCP clients.
Autonomous UX and a11y audit, fix, and verify loop. 38 tools, framework-aware patches.