🔍代码审查 / GitHub MCP 推荐

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)

Download YouTube videos as MP3/M4A/MP4 from any MCP-compatible AI assistant. Free 3/day, $3.99/mo.

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)

Meteostat MCP — historical weather from 11k+ stations (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.

An MCP server that enables integration with SonarQube Server or Cloud for code quality and security.

Create and manage Lindo AI websites, pages, blogs, clients, and credits from any MCP client.

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.

AgenticOrg AI agents + native connectors + 1000+ via Composio. Finance/HR/Marketing/Ops.

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.

Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.

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

Dependency graph and blast-radius analysis for local TypeScript/JavaScript repos.

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.

Verify any business in 34 countries. BORME 40M+ acts, VIES, GLEIF, Wikidata. Free 100/day.

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.