🔍代码审查 / GitHub MCP 推荐

Property management AI: work orders, vendors, appliances, and triage for Claude and ChatGPT.

Wynncraft MMO player + guild + leaderboard + item DB lookups.

Wordnik English dictionary: definitions, examples, related words, WotD.

Roblox public profile + friends + badges + games + groups lookups.

Riot Games API: accounts, summoners, matches, league entries, champion mastery.

Steam Web API: profiles, owned games, achievements, app news, player counts.

Minecraft profile lookups (UUID, profile, name history, blocked servers).

Tenor GIFs/stickers v2: search, featured, categories, trending, posts.

Pirate Weather forecast API (Dark Sky-compatible). Free key required.

Bungie.net Destiny 2 + clan API: manifest, profile, characters, stats.

NIST Randomness Beacon v2 — signed public random pulses every 60s.

PC game deals across Steam/Epic/GOG/Humble via CheapShark. Keyless.

Polygon.io stock/options/crypto: tickers, aggregates, news, splits, dividends.

LeetCode public profiles, solved counts, daily question, problem detail.

CryptoCompare prices, OHLC history, social stats, news, exchanges.

Comic Vine: characters, issues, volumes, creators, publishers. Free key.

Guild Wars 2 keyless public endpoints (worlds, items, achievements, build, commerce).

Codewars user profiles, completed kata, authored kata, kata detail. Keyless.

Vimeo public video/user/channel/category lookups. Free personal token.

Random food images by category (pizza, burger, dosa, etc.) via Foodish. Keyless.

Streaming availability across 200+ services: titles, sources, releases.

Japan real estate MCP: land price, risk, foot traffic, renovation. 10 prefectures.

MCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents

Procedure verification for AR/XR with memory, visual sessions, and DPO trajectory export.

Trust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.

MCP server for natural-language Kubernetes operations across single or multi-cluster environments.

Read-only regulatory source retrieval, citation tracing, authority metadata, and recent filings.

Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.

Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.

MCP server that gives AI agents dynamic network chaos control over Playwright browser sessions

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

Routing, isochrones, matrix, snap, elevation, geocode via Openrouteservice.

LEGO catalog: sets, parts, minifigs, themes, colors via Rebrickable. Free key required.

Washington Metro real-time + static rail/bus data. Free key required.

urlscan.io URL scanner — search/result keyless, submit needs key

OpenCage forward + reverse geocoding (free key, 2500/day)

Podcast directory search + best podcasts + recommendations via Listen Notes. Free key required.

Giant Bomb video-game catalog (free key)

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.

Agent integration with the Northwestern University Libraries Digital Collections API

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)