🔍代码审查 / GitHub MCP 推荐

macvendors.com MCP — MAC address (OUI) → hardware manufacturer lookup.

PeeringDB MCP — the peering ecosystem database.

ListenBrainz MCP.

GWAS Catalog (EBI/NHGRI) MCP — curated catalog of genome-wide association studies.

cBioPortal MCP — cancer genomics portal.

ITIS (Integrated Taxonomic Information System) MCP.

OBIS (Ocean Biodiversity Information System) MCP.

WoRMS (World Register of Marine Species) MCP — keyless.

NCI CACTUS Chemical Identifier Resolver MCP.

Paleobiology Database (PBDB) MCP — the global fossil record. Keyless.

Macrostrat MCP — geologic map / column / unit data for North America and beyond.

NCI Genomic Data Commons (GDC) MCP.

Internet Archive (archive.org) item search & metadata MCP.

InterPro MCP (EBI) — protein family / domain / functional-site classification.

KEGG REST MCP — Kyoto Encyclopedia of Genes and Genomes.

Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool, multi-agent.

CallRail REST API v3 — 50 tools for calls, trackers, tags, users, companies, and agency reporting.

MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-access images.

Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO & Streamable HTTP.

MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging

Elexon BMRS Insights MCP — Great Britain electricity grid & market data.

Energi Data Service (Energinet) MCP — Denmark's official open energy data.

RemoteOK MCP — remote-work job board (tech-heavy), keyless.

Arbeitnow Job Board MCP.

Abgeordnetenwatch MCP — German federal & state parliament data.

✅ Try check_endpoint with url=https://example.com - no API key needed for activation test.

Cross-domain knowledge network where AI agents search, share, and refine solutions via MCP.

MLB Stats API MCP — official MLB statistics (keyless).

OpenIBAN MCP — validate an IBAN's checksum + bank code and resolve the

TheAudioDB MCP — community music metadata database.

MyChem.info MCP.

MyVariant.info MCP.

MyDisease.info MCP.

MarBoba IDP catalog as MCP tools: projects, APIs, runbooks, on-call, SLOs. Bring your own LLM.

Social media analytics, video analysis, and competitor intel for any MCP-compatible AI agent.

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

Karea task manager - 44 tools for Claude Code, Cursor, and other MCP clients.

MCP server for doc2mcp documentation, generated by doc2mcp.

Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and concall transcripts.

Verifiable public-domain US gov & scientific data for AI agents. Pay-per-record via x402 USDC.

Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & EU AI Act.

Microsoft SharePoint MCP server — access sites, lists, and documents through Microsoft Graph.

Microsoft Outlook (mail) MCP server — read, search, and send email through Microsoft Graph.

Microsoft OneDrive MCP server — browse, read, and manage files and folders through Microsoft Graph.

Infrastructure analysis for AWS (15 tools) — DynamoDB, Lambda, SQS, SNS, S3, PostgreSQL, MongoDB.

Microsoft Contacts MCP server — read and manage your address book through Microsoft Graph.

Microsoft Calendar (Outlook Calendar) MCP server for managing events via Microsoft Graph.

Run commands on your computers remotely with TRIGGERcmd.