发现优秀的 MCP 服务器

ManaMurah MCP Server

An AI-optimized Model Context Protocol server for querying Malaysian consumer goods prices from official KPDN Pricecatcher data, enabling natural language price searches and comparisons across regions.

mcp-server-demo

Validates OpenAPI specs from files, inline content, or URLs, and generates prompts for agent developers based on the API analysis.

Algeria Payments MCP

Enables AI agents to accept payments in Algeria via EDAHABIA and CIB interbank cards through Chargily Pay's hosted checkout.

Windsurf AI Interceptor

An MCP server that automates the continuation of AI tasks by intercepting tool calls and injecting user instructions directly back into the execution flow. It eliminates the need for manual 'continue' prompts, enabling an uninterrupted and automated code generation loop.

Mcp Ffmpeg

模型上下文协议服务器，旨在使大型语言模型能够解码、编码、转码、复用、解复用、流式传输、过滤和播放几乎所有人类和机器创造的内容。

MCP MySQL Server

Enables safe MySQL database querying through MCP, allowing natural language to SQL analysis via DeepSeek integration.

NowCoder ACM Problem MCP Server

Enables interaction with public NowCoder ACM problem pages. Supports fetching problem data and checking health status.

Open WebUI MCP Server

Exposes Open WebUI's admin APIs as tools, allowing AI assistants to manage users, groups, models, knowledge bases, and chats. It enables comprehensive administrative control and resource discovery while respecting the platform's native permission and authentication systems.

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.

crypto-trending-mcp

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

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

TAK Server MCP

A Model Context Protocol server that integrates TAK Server with AI systems, providing geospatial-aware tools for querying, analyzing, and interacting with tactical data.

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.

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.

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.

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_Server

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

mcp-github-server

使用 GitHub API 实现模型上下文协议服务器。

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.

cxg-census-mcp

Enables LLM agents to query the CZ CELLxGENE Census single-cell atlas with ontology-aware filters, cost caps, and full provenance, allowing natural language questions about cell types, tissues, and gene expression.

session-vault

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

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.

rewynd

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

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.

regintel-mcp

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

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.

Snowflake MCP Server by CData

Snowflake MCP Server by CData