🔍代码审查 / GitHub MCP 推荐

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.

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.

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.

MCP Server for video enhancement and image segmentation (SAM3)

Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.

Extract structured pricing tiers and addons from any SaaS pricing page URL. Built for AI agents.

Agent-optimized MCP server with structured JSON tools. 20-45% token savings.

MCP server giving Claude AI access to 22+ NYC public-record databases for real estate due diligence

Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.

MCP server for D2L Brightspace. Multi-auth, 26+ tools, MCP Resources, Prompts, and web dashboard.

Analyze Convai sessions, latency, reliability, usage, and provider telemetry via API key.

Give your AI agent a phone. Place outbound calls to US businesses to ask, book, or confirm.

ACLED MCP — Armed Conflict Location & Event Data Project

Manage repositories, branches, webhooks, and pull requests in Bitbucket workspaces

Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, manifest-driven

Sundays 18:00 CDT. Composes a public state-of-the-company narrative covering the past 7 days — wh...

Daily 04:00 CT housekeeping over data/approval-gates/

Reads data/skill-telemetry/invocations.jsonl and produces daily stats — dead skills (zero invocat...

Daily 09:00 CDT. Picks a skill from the catalog (weighted random; prefers skills not spotlit in l...

Auto-wire newly-shipped skills into owner-agent SOUL.md by reading `owner_agent:` frontmatter and...

Append-only telemetry helpers — track_start and track_end

Walks every skill directory in skills/ and ~/.openclaw/skills/, validates each has SOUL.md (voice...

Hourly publish of an operational ticker — last 24h commits, voice-gate pass/fail counts, P-gate c...

Every 6h, compare loaded launchd labels (launchctl list) against source-of-truth plists in config...