🔍代码审查 / GitHub MCP 推荐

Perplexity MCP server backed by the Polza.ai chat completions API.

MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.

CSV-first analytics for Google Ads + Meta Ads: reporting, anomaly detection, budget optimization.

AI lead qualification: ICP filter, 0-100 scoring, Hunter.io enrichment, HubSpot/Pipedrive export.

Automate Google NotebookLM — Q&A with citations, audio, video, content generation

Minimal stdio MCP server for parallel task execution by AI agents.

MCP server for Affinity CRM - entity search, relationship intelligence, and workflow management

AI Agent with Architectural Memory. Impact analysis (free), tests and code from the graph (pro).

Query your Scoreflow level, XP, skill tree and leaderboard from inside Claude Code / Desktop.

34 stock valuation, financial data, and portfolio management tools for AI agents.

Electronic component sourcing, BOM management, and PCB design workflows.

Hecher CRM for Chabad shluchim — donors, donations, activities, and reports across your Mosads

Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

MCP server for remote debugging with gdbserver

Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.

MCP server for Drone CI/CD with 47 tools for build, repo, secret, user, template and cron management

Peruvian public data — SUNAT RUC, BCRP FX, SEACE tenders. Sourced from official open-data.

Movies and TV show data — search, details, ratings, and cast from iTunes and TVmaze APIs

Sports MCP — wraps TheSportsDB API (free tier, test key 3, no auth required)

Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performance analysis.

Gerencie cobranças, invoices e atendimentos do RCM da Osigu diretamente do seu agente de IA.

CATAAS MCP — Cat as a Service (free, no auth)

URLhaus MCP — wraps abuse.ch URLhaus malware URL database (free, no auth)

JSONPlaceholder MCP — wraps JSONPlaceholder fake REST API (free, no auth)

Meteors MCP — NASA fireball, near-Earth asteroid, and close approach data

Mastodon MCP — public Mastodon data via mastodon.social (no auth required)

Lobsters MCP — stories and discussions from lobste.rs

Reddit MCP — public Reddit data via JSON endpoints (no auth required)

NOAA Weather MCP — National Weather Service forecasts and alerts

Tides MCP — NOAA Tides and Currents data

Congress MCP — US Congress data via GovTrack API (free, no auth required)

NBA MCP — player, team, and game data via the BallDontLie API

NHL MCP — live NHL data via the official NHL API

F1 MCP — Formula 1 data via the Ergast API

Papers With Code MCP — browse ML research papers and their code repositories

DEV.to MCP — wraps the DEV Community API (free, no auth for public reads)

GitLab Public MCP — wraps the GitLab REST API v4 (public endpoints, no auth)

Docker Hub MCP — wraps the Docker Hub v2 API (free, no auth required for public data)

Crates.io MCP — wraps the crates.io REST API v1 (free, no auth)

OpenAQ MCP — wraps OpenAQ v2 API (free, no auth required)

AniList MCP — wraps AniList GraphQL API (free, no auth)

Boardgames MCP — wraps Board Game Atlas API (public demo client_id, free)

Quotable MCP — wraps Quotable API (free, no auth)

Giphy MCP — wraps Giphy API (public beta key, free)

Trademarks MCP — USPTO TSDR trademark lookup

EPA Emissions MCP — wraps EPA Envirofacts REST API (free, no auth)

EPA ECHO MCP — wraps EPA ECHO Web Services (free, no auth)

Trade Intel MCP — Compound tools that chain Comtrade, Census, Treasury,