🔍代码审查 / GitHub MCP 推荐

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.

AI travel agent for flights, hotels, rental cars, ground transport, price alerts, and award travel.

Automate Google Ad Manager: campaigns, line items, creatives, inventory, reporting — 51 tools.

Synchronize Colab notebook files through Google Drive without executing notebook code.

Connect Redash to Claude -- query data, manage dashboards, and run SQL with natural language.

AI-powered MCP server for analyzing Architectural Decision Records (ADRs).

20 tools for Adobe Edge Delivery Services: preview, publish, analytics, and content ops

Engine-free, read-only Oracle Database MCP server with a fail-closed SQL guard (unofficial).

Agent-native collaboration: persistent identity, messaging, tasks, shared context, and MCP Apps.

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

UnitedDePIN MCP server for aggregating DePIN nodes.

MCP server for Chrome DevTools

Web search, AI agent, and content extraction via You.com APIs

MCP server for 2s.io — pay-per-call tools settled in USDC on Base or Solana via x402.

MCP server for Kaseya Autotask PSA — companies, tickets, projects, time entries, and more.