发现优秀的 MCP 服务器

Patent Research MCP

An MCP server for patent research and enterprise architecture pattern extraction.

MCP Qdrant Semantic Search

Enables Claude to store and retrieve information with semantic search using Qdrant vector database, providing persistent memory for conversations, code, and documentation.

mcp-dependency-version

Enables users to look up package versions, scan for vulnerabilities, and analyze dependencies across multiple registries (npm, Maven, PyPI, etc.) using exact version recommendations for security.

mcp-servers

A learning MCP server that demonstrates tools and resources using FastMCP, with a greet tool and UI capabilities.

Local File Search MCP

Provides tools for searching and reading local files, supporting metadata filters, PDF full-text keyword search, and sandboxed file access.

mdify-mcp

MCP server that gives LLMs the power to convert PDFs to Markdown on the fly using a local Ollama vision model.

Rockfish MCP Server

Enables AI assistants to interact with Rockfish's machine learning platform through comprehensive API access. Supports managing databases, worker sets, workflows, models, projects, and datasets for ML operations.

Invompt MCP

Enables users to interact with Invompt's public invoice API to draft and create professional invoices. It provides tools for generating Invoice Markup Language (IML) YAML and processing it through various invoice templates.

handbook-mcp-server

Enables full management of handbook entries through the Handbook API, allowing users to list, create, update, delete, and search entries from MCP-compatible clients like Claude Desktop.

Knowledge Base MCP Server

A local MCP server that allows AI systems to search and retrieve information from a custom knowledge base generated from markdown files. It provides tools for natural language text search, category browsing, and specific content chunk retrieval.

Google Scholar MCP Server

Enables academic research through Google Scholar by searching for papers, finding author publications, discovering recent research, and identifying highly cited works through web scraping with natural language queries.

fleet-of-one-mcp-server

MCP server providing tools to verify task completion (tests pass and changes match claim) and confirm bug reproduction before fixing.

MCP Server Node

A Node.js MCP server providing user management, task management, and calculator tools with Bearer token authentication, deployable on Cloudtype.

Slack Message Sender

MCP server for sending messages to Slack channels and replying in threads, with automatic channel name resolution and support for Claude Desktop and KADI agents.

Amazon Bedrock AgentCore MCP Gateway

A proof-of-concept implementation that enables Amazon Bedrock AgentCore to interact with AWS Lambda functions and REST APIs through the Model Context Protocol. It provides a gateway for protocol translation and supports direct server implementation using the FastMCP framework.

LorAI MCP

An MCP server that enables AI agents to play Library of Ruina by reading game state, navigating UI, fighting battles, and selecting emotion cards.

mcp-taskwarrior

Taskwarrior 的一个简单的 MCP 服务器

FlightOracle

Flight Intelligence MCP — 8 tools for flight search, cheapest dates, multi-city routing, airline comparison via Google Flights. Part of ToolOracle.

NamingSignal

Provides evidence-first product naming tools for agents and founders, including domain registry checks, namespace searches, and finalist research with sources and timestamps.

MCP Server - Build Tools

一个基于模型上下文协议的服务器，用于 JVM 构建工具。

Cloudflare Remote MCP Server Template

Enables the deployment of remote Model Context Protocol servers on Cloudflare Workers without authentication using Server-Sent Events. It provides a boilerplate for developers to add custom tools and connect them to clients like Claude Desktop or the Cloudflare AI Playground.

Learn MCP Server

A Model Context Protocol (MCP) server designed for learning and experimentation. It provides a foundational setup for developers to build, run, and debug MCP server implementations using Node.js.

UniFi Network MCP Server

Turns your UniFi Network Controller into programmable tools for querying and modifying network settings via MCP.

Firecrawl MCP Server

Integrates Firecrawl for web scraping, crawling, search, and content extraction capabilities. Supports single/batch scraping, URL discovery, structured data extraction, deep research, and AI-powered web analysis with automatic retries and rate limiting.

Browser MCP Server

Enables AI clients to directly control a real Chrome/Edge browser via a WebSocket extension, supporting operations like navigation, clicks, screenshots, and JavaScript evaluation.

IDX Stock Data MCP Server

Provides real-time Indonesian stock market (IDX) data including prices, technical indicators, fundamental analysis, and trading signals optimized for the Indonesian market through the Model Context Protocol.

Zmanim MCP Server

A comprehensive MCP server for calculating Jewish prayer times (zmanim) using the python-zmanim library, supporting multiple halachic opinions and global locations.

jira-gateway

Exposes Jira task management (list, create with two-step confirmation, start) to AI agents while keeping credentials hidden, and deliberately does not handle git operations.