发现优秀的 MCP 服务器

BookStack MCP Server

Enables AI assistants to manage BookStack knowledge bases with tools for creating, reading, updating, and deleting pages, books, and shelves, as well as searching content.

MISP MCP Server

Provides read-only access to MISP threat intelligence data, enabling event and attribute search, tag and taxonomy browsing, and galaxy lookups through natural language.

crypto-trending-mcp

An MCP server that tracks the latest trending tokens on CoinGecko.

@sorb/tap

MCP server for design tokens that gives AI agents read access to design systems, enabling token resolution, listing, and component usage lookups via natural language.

japanese-learning-memory

A local MCP server that helps you maintain a personal Japanese learning knowledge base, including vocabulary, confusion relations, mistakes, and spaced-repetition reviews. It provides tools and prompts for managing and reviewing your Japanese learning data without calling external LLM APIs.

Agentic Financial Research MCP Server

Provides tools for RAG-based financial document retrieval, financial calculations, Yahoo Finance stock data, and portfolio analysis via JSON-RPC 2.0 protocol.

TradingView MCP

Provides real-time market data, technical analysis, screeners, and backtesting for stocks, crypto, forex, and futures to AI assistants via MCP.

MCP_Server

Enables querying Crunchbase company data through Claude Desktop using natural language, with Bright Data for data retrieval.

Supabase MCP Server

镜子 (jìng zi)

Nutrition Tracker AI MCP

Nutrition Tracker AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

archilles

Enables semantic search over local Calibre libraries via MCP, allowing AI assistants to query books, annotations, and export bibliographies while keeping data private.

Dolphin MCP

Provides AI-powered semantic code search across multiple repositories, allowing natural language queries to find code chunks and retrieve specific file contents through Dolphin AI embeddings.

Snowflake MCP Server by CData

Snowflake MCP Server by CData

Chess.com MCP Server

Provides tools to interact with the Chess.com Public API for fetching real-time player profiles and detailed game statistics. It enables LLMs to access information like player ratings, win/loss records, and current online status.

wikijs-mcp-server

MCP server for Wiki.js integration, enabling AI assistants to create, read, update, delete, search, and move wiki pages via natural language.

MCP Embedding Storage Server

Enables storing and retrieving information using vector embeddings with semantic search capabilities. Integrates with the AI Embeddings API to automatically generate embeddings for content and perform similarity-based searches through natural language queries.

Tailor

Unified AI coding-agent framework combining Spec-Driven Development (SDD), AST semantic code reuse, and progressive project memory (.ai/) for Claude Code, Cursor, Windsurf, and Zed.

MCP RAG Server

Enables AI assistants to search and retrieve information from your knowledge base using RAG (Retrieval-Augmented Generation) with hybrid search, document indexing, and ChromaDB vector storage.

mcp-github-server

使用 GitHub API 实现模型上下文协议服务器。

nous-portal-mcp

Portable, read-only MCP server for Nous Portal capabilities, providing configuration status, route derivation, and OAuth device code authentication without invoking paid tools.

regintel-mcp

MCP server for the RegIntel API — structured regulatory data across 41 jurisdictions and 212 regulations

AI Charts

An MCP server that enables AI assistants to programmatically create and manage flowcharts, ERDs, and swimlane diagrams. It provides tools for manipulating diagram structures, performing auto-layouts, and exporting to Mermaid or Markdown formats.

duckcoop

MCP server for sandboxed, read-only SQL queries on CSV/Parquet/JSON files via DuckDB, limited to a specified directory.

rewynd

Enables coding agents to debug backend requests by providing tools to list, view, wait for, diagnose, and clear request traces.

session-vault

Discover, archive, catalog, and verify OpenCode sessions with remote upload support.

WeatherXM PRO MCP Server

Enables access to WeatherXM PRO weather station data, including real-time observations, historical data, and hyperlocal forecasts through station queries, geographic searches, and H3 cell-based weather information.

iso20022-bank-profile-mcp

A fully local, closed-world MCP server that manages, validates, and serves bank-specific ISO 20022 clearing profiles and rule packs, enabling AI agents to discover profiles, fetch them, lint payloads against them, and validate rule-pack definitions.

PowerPoint MCP Server

Enables conversational, deterministic inspection, editing, rendering, and validation of PowerPoint (.pptx) presentations, allowing agentic creation and modification of slides with style preservation and visual verification.

Proof Mode

An MCP server implementing a multi-phase backend for structured model interactions, bounded compilation, exact-hash confirmation, and Codex-run provenance, with trust-separation hardening.

Packet Tracer MCP Server

Enables AI models to generate, validate, and deploy network topologies directly into Cisco Packet Tracer from natural-language prompts.