🔍代码审查 / GitHub MCP 推荐

Monitor uptime, manage incidents, configure alerting, and query dependency status via DevHelm

MCP gateway with 10 tools for code analysis, architecture, package audit & security.

Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.

EPA AirNow MCP — official US real-time AQI + forecast (free key)

OMDb MCP — IMDB-derived movie / TV / episode data (BYO key)

OpenSea MCP — NFT marketplace data (v2 API)

Cloudflare Radar MCP — internet observatory (traffic, attacks, BGP, quality)

Football-Data.org MCP — soccer competitions, matches, standings

Solscan MCP — Solana block-explorer API (Pro v2)

The Graph MCP — indexed blockchain data via subgraph GraphQL queries

Climatiq MCP — carbon footprint calculator with emission factors

LibreTranslate MCP — open-source machine translation (BYO endpoint)

AI copilot for French accounting firms on Pennylane. Monthly close memo in 8s, full general ledger.

FX forensic audit MCP. Detects hidden bank markups on cross-border payments. FINTRAC MSB.

Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, Polymarket whales.

Taiwan film equipment rates, studios, photographer/director references; AI pre-production tools.

WAQI MCP — World Air Quality Index (free key)

NPS MCP — US National Park Service (free key, generous limits)

Foursquare Places MCP (v3 Places API)

USGS Volcano MCP — Volcano Hazards Program HANS-public feed (no auth)

PubChem MCP — NIH chemistry compound database (no auth)

DataCite MCP — DOIs for research datasets (free, no auth)

NWS MCP — US National Weather Service (no auth)

TVMaze MCP — TV show metadata, episodes, schedules (no auth)

Open Library MCP — Internet Archive's open book metadata

OpenStreetMap Overpass MCP — programmatic queries against the OSM database

Autonomous UX and a11y audit, fix, and verify loop. 38 tools, framework-aware patches.

Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.

MCP server for managing Coalesce Transform workspaces, nodes, pipelines, and runs.

Read and write Mission Control state via MCP — projects, tasks, subtasks, templates, status updates.

Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.

Manage BrightSite websites: pages, blog posts, components, forms, media, and analytics.

Search live UK firefighter recruitment across 73 fire services, with on-call station data.

Convert photos to LEGO-style brick mosaic previews with AI-powered color quantization.

USDA NOP organic compliance checks — operation websites vs live OID certificate data.

Semantic code search and analysis from CodeAlive for AI assistants and agents.

MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow management.

Open execution contract for agents doing business work. 6 operators, one MIT-licensed spec.

Analyze code quality, security issues, and coverage across repositories

Free invoice generator — create pre-filled invoice URLs with taxes, discounts, and 14 languages.

Search your developer network and trace connection paths via GitHub & LinkedIn.

Live data grids for AI agents. Push structured data; humans review, agents read back via MCP.

Neural Draft MCP — CMS, blog, bookings, galleries, commerce. 38 tools.

Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.

MCP server for the full Pāli Canon — search, cite, compare translations. Offered as Dhamma Dāna.

AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews.

Real-time fact-checking MCP. Verifies claims against live sources with structured verdicts.

Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings. CC BY 4.0.