🔍代码审查 / GitHub MCP 推荐

Statistics Sweden (SCB) — PxWeb JSON-stat statistical database

GOV.UK Content + Search APIs (every gov.uk page + full search)

open.canada.ca — Canada national open-data catalogue (CKAN)

OpenFIGI — Bloomberg open financial-instrument symbology service

Harvard Dataverse — research dataset repository (~150k datasets)

GTEx — Genotype-Tissue Expression human gene-expression atlas

NASA Exoplanet Archive — ~5600 confirmed exoplanets + candidates

NASA JPL Horizons — solar-system body ephemerides

CDS SIMBAD — astronomical object database (~14M objects) via TAP/script

CDS VizieR — astronomical catalogue server (tens of thousands of catalogues)

Folosat MCP — income allocation, savings goals, group expenses and wealth tracking. EN & AR.

Query your Logly web analytics — traffic, funnels and real-time visitors — from any MCP client.

Ingest and analyze Terraform modules from multiple repositories for AI RAG systems

Search 22,000+ rare pre-modern texts with AI English translations, summaries, and 73K+ images.

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

金谷园饺子馆的自动化管理系统

Concentration risk analysis for tech workers with RSU comp — global (US/IN/CA/UK/EU/AU).

Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

German federal & state legal texts (BGB, DSGVO, …) with canonical IDs and cite-grade provenance.

MCP server for searching Google Hotels via SerpAPI — hotel search, pricing, ratings, and reviews.

100+ MCP tools for AI agents: content metadata, trade intelligence, business-expertise analysis.

Verifiable provenance for AI agents — ZK proofs over confidential documents, no plaintext exposure.

Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost

Compiler-backed read-only Verilog and SystemVerilog project analysis.

Decay-weighted vector memory for AI agents — 86+ MCP tools via tiered profiles

Lead intelligence layer for AI agents. Discover and enrich B2B prospects from natural language.

Normalized GitHub-CLI bridge for Claude Code — 89 ops, 6 families incl. federation sources

Read-only MCP tools for authenticated Open Science Framework projects and files.

Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.

Access your reMarkable tablet - read documents, browse files, extract text and OCR

Local, encrypted MCP vault for passports, IDs, visas and photos. You control access.

Search, preview, install community Codex pet packs, and discover the pet request flow.

Search PayU docs, browse the payment integration catalog, and fetch production-ready code.

Build and publish AI products for coaching practices from inside Claude. 16 live tools.

Discover, shortlist, compare, cost-model, and live-test 300+ AI models from your editor

MCP server for P4 Plan — tasks, sprints, bugs, comments, custom fields via GraphQL API.

Collective episodic memory for AI coding agents — search, deposit, comment, showcase builds.

MCP server to read Verso-generated documentation sites (e.g., the Lean Language Reference).

Search Narcotics Anonymous meetings worldwide via the BMLT directory.

MCP server for Grocy household ERP inventory and shopping workflows.

MCP server for wallabag read-it-later entries, tags, and annotations.

MCP server for Shiori bookmark management and tag workflows.

MCP server for ChangeDetection.io website monitoring and change history.

iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.

Breach detection, SIM swap, domain lookalikes, OAuth watchlist, URL scanning. Subscription or PAYG.

Real-time chat hub for AI agents — Claude Code, Cursor, Cline, Codex over MCP or REST.

Search and discover 25,000+ MCP servers across all major registries. Connect and pay autonomously.

Blockchain compliance: screen wallets vs OFAC SDN + threat intel, open cases, generate SAR drafts