🔍代码审查 / GitHub MCP 推荐

Coinpaprika MCP — alternative crypto data source

Chainlist MCP — registry of EVM chains

L2BEAT MCP — Layer 2 ecosystem analytics

CoinMarketCap MCP — crypto prices, market cap, rankings

TheSportsDB MCP — sports catalog (teams, players, events)

The Odds API MCP — sportsbook odds across 70+ books, 30+ leagues

Open-Meteo MCP — weather forecast + historical reanalysis + sister APIs

PVGIS MCP — EU Joint Research Centre PV system modeler

NASA POWER MCP — Prediction of Worldwide Energy Resources

Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, affiliate program.

Playwright & Appium test automation for Claude. Generate tests, diagnose failures, open fix PRs.

data.gov.sg MCP — Singapore open data + real-time environment/transport feeds

e-Stat (Japan) MCP — government statistics

DBnomics MCP — meta-aggregator over 80+ stats providers

Go modules MCP — wraps proxy.golang.org

NuGet MCP — .NET package registry

Maven Central MCP — Java/JVM artifact registry

Packagist MCP — PHP / Composer package registry

DBLP MCP — Computer Science bibliography

DOAJ MCP — Directory of Open Access Journals

MCP server providing symbol navigation, diagnostics, and type resolution for Nim projects

LOLBAS, GTFOBins, and process parent-child lookups for detection engineering agents.

RIPE Stat MCP — IP/ASN/BGP data

ENTSO-E Transparency Platform MCP

EPO Open Patent Services MCP

French Companies MCP — recherche-entreprises.api.gouv.fr

OpenAIRE MCP — EU research outputs (publications, datasets, software, projects)

ECB Data Portal MCP — European Central Bank statistical data

Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from a prompt.

Trakt MCP — TV/movie metadata + watch tracking signals

TasteDive MCP — cross-media recommendations (free with key)

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite.

USGS Water Services MCP server. Real-time streamflow, gage height, and site metadata from NWIS.

Aggregate nature MCP. 8 sources: iNat, eBird, NOAA, USGS, NPN, Mushroom Observer, sky, garden.

USA National Phenology Network MCP. Bloom, leaf-out, and flight timing from NPN observers.

Mushroom Observer MCP server. Mycology observations, fungal taxonomy, and region discovery.

iNaturalist MCP server. Wildlife observations, species counts, taxa, and places worldwide.

eBird MCP server. 21 tools covering eBird API v2: observations, hotspots, checklists, taxonomy.

Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4 prompts.

Rails development skills, docs, and workflows exposed through MCP stdio.

Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 protocol.

Spotify MCP — Web API via client_credentials OAuth

Discogs MCP — music release / artist / label database

MalwareBazaar MCP — abuse.ch malware sample database (free, key required)

ThreatFox MCP — abuse.ch indicator-of-compromise feed (free, key required)