🔍代码审查 / GitHub MCP 推荐

Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back

Roslyn-based MCP server providing semantic code intelligence for .NET codebases.

MCP server providing attendance data queries via the CloudTime API.

Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case management.

Control macOS system settings, apps, windows, audio, displays, screenshots, and Focus mode via MCP.

Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), and Windows via MCP.

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

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

Cultural color intelligence. Every colour anchored to a person, a year, and a consequence.

Free markdown sharing. Upload, get links, collaborate. No login needed.

I-Ching (周易) oracle: cast a hexagram, read classical commentary, get a reflection. Bilingual.

130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free.

Local-first MCP tools for searching and drafting from your X/Twitter archive.

MCP server for Aruba Central: expose AP, switch, and client status to AI assistants

MCP server for Arista EOS device operations via eAPI

MCP server for iFlow Search web search, image search, and URL fetch tools.

AI infrastructure for your agent � code, search, GitHub, databases, LLM calls. Free tier.

Perforce P4 MCP server: changelists, files, shelves, workspaces, jobs, code reviews, and streams.

Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mailbox management.

A subtractive MCP for agent commerce: read · pay · publish. Teacher, not butler.

AI job search agent — browse listings, generate packs, auto-apply

Search 1,000+ battle-tested AI prompts from getprompts.org into Claude Code, Cursor, ChatGPT.

Figma MCP server in Rust — plugin bridge, no API token, no rate limits, 73 tools.

Search USPTO patent applications, PTAB trial proceedings, and petition decisions.

IP Geolocation MCP server that query the geolocation information using IP2Location.io API.

Interactive photo gallery widget for a single Airbnb listing with price, rating, and link.

Fraud Prevention MCP server using FraudLabs Pro API.

40 tools for marketing analytics, campaign management, and AI monitoring across 6 platforms.

Drive a stealth-patched Chromium daemon: navigate, screenshot, eval JS, attach over CDP.

AI image and video generation, editing, and region repair via Gemini, OpenAI, and Grok.

Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold marketplace.

An MCP that teaches AI agents to use the wallets they already have. Teacher, not butler.

Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.

Low-cost decision layer before high-stakes agent-tool spend.

Preflight checks for paid x402 and MCP tools before marketplace listing.

Pay-per-success public data result packs for AI agents.

Local MCP memory for coding agents. SQLite on your machine — preferences persist across chats.

Query your MCPSpend usage: cost today, top tools, recent sessions, budget projections.

Allow AI systems to read, send, archive, and manage emails via Gmail.

Allow AI systems to list, search, and manage contacts via Google Contacts.

Allow AI systems to read, write, and query spreadsheet data via Google Sheets.

Allow AI systems to list, create, update, and manage Google Calendar events.

Allow AI systems to list, search, upload, download, and manage files and folders in Google Drive.

Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. Secrets are masked.

Generate, edit, and deploy immersive 3D/WebGL web projects from any MCP assistant.

RoastPilot controls coffee roasting sessions through local stdio MCP tools and exports logs.

Manage Authentik through AI assistants

Local test execution and coverage summaries for onboarding agents.