🔍代码审查 / GitHub MCP 推荐

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)

OpenCellID MCP — cell tower geolocation database (free with key)

what3words MCP — 3-word grid geocoding

Open-Elevation MCP — terrain elevation by lat/lon (no auth)

Trefle MCP — global plant database (1M+ species)

eBird MCP — Cornell Lab of Ornithology citizen-science bird observations

BIS MCP — Bank for International Settlements statistics (no auth)

UK ONS MCP — Office for National Statistics (no auth)

Statistics Canada (StatCan) WDS MCP — Canadian official statistics (no auth)

GovInfo.gov MCP — full text of US government publications

Regulations.gov MCP — federal regulatory dockets, documents, public comments

FBI Crime Data Explorer MCP — UCR/NIBRS statistics

GovTrack MCP — federal US Congress data (free, no auth)

OpenStates MCP — bills, legislators, votes in all 50 US states