🔍代码审查 / GitHub MCP 推荐

Last.fm artist/album/track metadata (free API key required)

OpenTopography global DEM rasters + point queries (free key)

Personal knowledge graph every MCP client reads from and writes to. Portable across agents.

Discover 356K+ restaurants in 20 countries: search, reviews, cultural context, time-based offers.

AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 categories.

UK property finance: bridging cost, dev appraisal, BTL stress test, stamp duty (SDLT/LBTT/LTT).

balldontlie.io NBA stats (free API key required)

Lens.org patent + scholarly search (free academic key required)

Generic Opendatasoft portal client (3000+ public OpenDataSoft instances)

Human Phenotype Ontology — clinical phenotype terms + gene/disease annotations

datos.gob.es — Spanish open-data catalogue

RDAP — Registration Data Access Protocol (domains, IPs, ASNs) via IANA bootstrap

deno.land/x third-party Deno module registry

Go module proxy — module info, versions, go.mod

Figshare research outputs (datasets, papers, posters)

Zenodo (CERN) open research data repository

Inspect local audio files — playback, metadata, loudness, spectrogram.

MCP server for deterministic mock generation and API contract scaffolding using Zod schemas

MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station observations.

Policy-gated x402 MCP for agent workflows with TEE receipts, 18 tools, and no custody.

Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.

AI consulting agency for regulated industries. Scope a PoC, query compliance, request a proposal.

MCP server for no-payment x402 surface triage, 402 Index health checks, and paid review handoff.

12-layer security configs for AI coding agents. Autonomous purchase via x402 (USDC on Base).

Create and manage virtual trade shows (halls, stands, conferences) and reference physical events.

Offline speech-to-text & speaker diarization MCP server: transcribe audio on-device, no cloud

Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools.

MarkItUp AI image annotation and marketing-visual generator (variations, outpaint, bg-removal).

AI gateway for calling APIs: discover tools, get credentials, execute tasks.

Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.

Kadam advertising platform — manage ads, campaigns, creatives, audiences and stats

Search Google Scholar for academic papers, citations, and author profiles.

Find local businesses on Google: name, address, phone, hours, ratings, and photos.

Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvisor reviews.

Zoom Team Chat server for channels, messages, contacts, and chat collaboration.

Zoom Revenue Accelerator server for sales insights, conversations, and deal intelligence.

Zoom Whiteboard server for creating boards and diagrams and locating existing boards.

Zoom Docs server for creating and retrieving Zoom documents and notes in Markdown.

Zoom workspace server for meetings, chat, docs, recordings, and AI-generated collaboration content.

Multi-provider proxy infrastructure for AI/ML. Geo, sessions, cost-aware routing, usage tools.

MCP server for web page and cross-platform system screenshots (macOS, Linux, Windows)

Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.

Native MCP server for the Anthropic Admin API: org, workspaces, members, API keys, usage, costs.

Codex run receipts your reviewer can trust.

Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax reform, compliance.

Search and execute Heroku Platform API operations