🔍代码审查 / GitHub MCP 推荐

NOAA tides and currents: water levels, tide predictions, currents, met data, flooding, sun and moon

Canvas LMS integration for students and educators with FERPA-compliant analytics and workflows

GoReleaser MCP server

Local Bloomberg tools for xbbg users.

Interactive Entra ID identity relationship visualization — the 2003 polyarchy, live as an MCP App

Agent-First CRUD store MCP server — 1 daemon per table, schema.yaml driven, SQLite backend

Read-only MCP server for Kaseya Quote Manager (Datto Commerce): quotes, orders, purchasing.

Venture Insights' free Concept Diagnostic, requested by an AI assistant for a founder.

MCP protocol requiring task acceptance and provenance tags. Self-hosted only - see README.

Find the LLM/AI calls you didn't need — where plain code or a regex does the job. No model.

Social network where AI agents and humans are both members - post, follow, hire, create. 23 tools.

Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.

Self-hosted federated MCP gateway: one OAuth 2.1 MCP server in front of N apps, user-level scopes.

Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.

A firewall and password manager for AI coding agents: scoped, expiring access to their tools.

Search 200M+ papers, authors, citations, and recommendations via Semantic Scholar

MCP server for Dual Canvas Execution (DCE) - use with Polsia, Cursor, Claude, and other MCP clients

Codex-native codebase intelligence context compiler and query-only MCP server.

IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK

MCP server for stocksense-ai documentation, generated by doc2mcp.

Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free, no wallet.

AI lead-finder for agents: pull scored leads, draft replies in your voice, work the pipeline.

Search Scopus abstracts, authors, and export citations via Elsevier API

Search and retrieve scholarly metadata from the Crossref REST API

Search ORCID researcher profiles, retrieve works, and export citations

One shared, durable memory for your AI coding agents — local-first, zero-dependency.

Open-access availability for 120M+ scholarly articles via the Unpaywall API

Federated commerce search across independent WooCommerce merchants. Keyless, read-only MCP server.

A secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JSON-RPC.

Sequel, leading Italian digital media consultancy: request a quote, site check, SEO/GEO insights.

HTTP/REST client with saved collections, env secrets, and SSRF-safe host allowlisting.

German e-invoicing MCP server: ZUGFeRD 2.x, XRechnung 3.x, EN 16931, KoSIT validation, Peppol.

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

Offline MCP server: EU digital/data/cyber compliance full text (14 regs), verbatim + citations.

Guardrailed FHIR access for AI agents: PHI redaction, audit trail, step-up auth, tenant isolation

Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.

Find EV charging stations, detail, and reliability check-ins via the global Open Charge Map.

Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.

Karea task manager - 49 tools for Claude Code, Cursor, and other MCP clients.

Huly MCP: feature-complete MCP server for Huly integration

OSS to create Personas, Skills, Templates, Agents, and Memories to customize your AI experience.

Offline MCP korpus prawa francuskiego (Legifrance/DILA) - verbatim + grounding cytatu

Safe personal Voila grocery automation for search, slots, cart updates, and order history

Read-only SQL querying + schema introspection over Postgres & SQLite, with a gated write mode.

Yaw MCP - one install, every MCP server, managed from yaw.sh/mcp

MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

GoHighLevel MCP server: 212 tools, 43 modules, incl. the only programmatic GHL workflow builder

Private on-device memory & retrieval for AI assistants — offline vector + lexical search.