🔍代码审查 / GitHub MCP 推荐

Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.

FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests, and agency data.

Local OCR & image analysis via Apple Vision — no cloud, no API keys, ~97% fewer tokens on PDFs.

Live Steam Market API docs, schemas, products, games, markets and endpoint search.

Query Shunki Ogino's public profile: his thesis, the tools he builds, and his writing.

Search Freeport Nostr events by kind, tag & geohash radius (rides, services, reputation).

MCP server wrapping the nb CLI for LLM-friendly note-taking

MCP server for tabletopsimulator documentation, generated by doc2mcp.

MCP server for generating advanced mock 2D PNG assets for game prototypes.

Kubernetes port forwarding for local development with automatic /etc/hosts entries.

17-model LLM gateway + 350+ data/KYB/sanctions tools. Pay-per-call USDC via x402, no API key.

Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding agents.

MCP-first read-only discovery of your infra & SaaS landscape as MCP resources, tools and prompts.

Scan website legal docs for missing or stale compliance clauses. Rule-based, no LLM.

Sealed-bid OTC trading with HTLC atomic settlement. ETH, BTC, SUI. Built for AI agents.

Local-first control plane for coding agents: routing, reservations, and guardrails.

Turn a description into a shareable, editable PDF — invoices, certificates, reports, resumes.

Govern your backend control plane from your AI agent - signed, human-approval-gated.

Hosted MCP server exposing US hospital procedure cost data to AI assistants

Let AI agents prepare, review, pay for, and send real letters and postcards.

Trending topics, cross-platform sentiment, viral content, community pulse & brand mentions.

Shipmail MCP server for AI agent custom-domain email inboxes with REST API and webhooks.

GitHub project health, package dependency risk, trending repos, license & package comparison.

Verify claims with verdict, confidence & cited sources; batch verify, source checks, daily brief.

Remote MCP for LogicNodes: Signed PII-Shield flagship + payable x402 agent tools on Base.

Signed PII-Shield: redact PII to an EIP-191 attestation, plus x402 pay-per-call agent tools.

Verified UK company lookup & validation for AI agents — Companies House data, snapshot or live.

MCP server for UK Bus Open Data with timetable parsing, journey planning and live tracking.

On-device Apple Intelligence as MCP tools for macOS — OCR, tables, entity detection, generation.

Free demand-letter PDF generator for unpaid invoices, 80+ jurisdictions, 29 languages.

Secret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitHub and GitLab

Local-first MCP server for semantic C# analysis & refactoring via Roslyn & MSBuildWorkspace.

Free search, trending, topics & local news via the Fast News with Previews API on RapidAPI.

MCP server for InBody body-composition data — scans, body fat, muscle mass, body water

Download YouTube, TikTok, Vimeo, SoundCloud and 6 more platforms from any MCP AI chatbot.

MCP server for Mint — AI-powered QA that runs your app in a real browser on every PR.

Book, reschedule, and cancel home services (cleaning, lawn, snow) via phone OTP authentication.

Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

StatCan MCP — Statistics Canada (StatCan) time-series via the Web Data

Stateful memory for AI agents. Temporal awareness, error loop detection, and preventive constraints.

Destatis MCP — Germany's official statistics (Destatis GENESIS-Online).

INSEE MCP — France's SIRENE business registry (INSEE).

INEGI MCP — Mexico's national statistics office (INEGI) Indicators API.

Banxico MCP — Banco de México (Mexico's central bank) via the SIE API.

RBA MCP — Reserve Bank of Australia statistics (free, no auth).

Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference