发现优秀的 MCP 服务器

gcal-mcp

An MCP server that provides integration with Google Calendar, allowing users to list calendars and manage events. It enables searching, creating, and modifying calendar entries through tools designed for the Model Context Protocol.

mem0-lite

Provides self-hosted memory management for coding agents via MCP, with local vector storage and tools for adding, searching, updating, and deleting memories.

Valérie — French Real Estate Assistant

Ask Valérie about French property prices, recent transactions (22M+ DVF records 2020–2025), and internet coverage at any address. Free tier + €5/month subscription.

Kali MCP Server

Enables AI assistants to perform authorized penetration testing and security assessments by exposing 20+ Kali Linux security tools (nmap, sqlmap, gobuster, hydra, etc.) through a safe, validated interface with command allowlists, rate limiting, and input sanitization.

rememberizer-mcp-ck2

Enables retrieval, search, and management of personal/team internal knowledge via Rememberizer, including semantic search, document listing, and memorization tools.

browser-relay

MCP server that drives a user's real Chrome browser via a WebSocket-connected MV3 extension, enabling tab management, navigation, page interaction, screenshots, and script evaluation through natural language.

ideavault-mcp

A personal MCP server that manages an Obsidian vault of project notes, provides scoped external research tools, and offers code-graph analysis via a proxied tree-sitter engine.

Azure AI Search MCP Server

将 Claude Desktop 与 Azure AI 搜索集成，允许用户使用关键词、向量或混合搜索方法查询搜索索引。

paperclip-mcp

Schema-driven MCP server that exposes all Paperclip API operations as typed MCP tools over stdio or Streamable HTTP, supporting both authenticated and local_mode deployments.

JSON to TOON MCP Server

Converts JSON data to TOON (Token-Oriented Object Notation) format and back, reducing token usage by 30-60% for more efficient LLM applications.

Seoul Mobility Advisor

Integrates real-time Seoul data (weather, air quality, traffic, bike-sharing) and visual context to recommend optimal transportation modes for users.

context-doctor

Provides MCP tools to profile and optimize LLM conversation context, identifying token waste and applying deterministic fixes to reduce context window usage.

mmap-mcp-server

Enables AI assistants to read, search, and convert MindManager .mmap files without installing MindManager.

ICRISAT Data Hub MCP Server

Enables LLMs to search, preview, and query data assets from ICRISAT's federation-first data hub, supporting CSV, Excel, and Word files with SQL access via DuckDB.

Copper MCP

An MCP server that provides an interface to the Copper CRM API for managing contacts, companies, activities, and opportunities. It enables users to search for people, log meetings or notes, and track sales deals directly through MCP-compatible clients.

bag-health-mcp

MCP server for the Swiss Federal Office of Public Health Infectious Disease Dashboard, providing access to epidemiological surveillance data for 51 pathogens across Switzerland, including influenza, COVID-19, measles, and wastewater surveillance.

MPT PB: Certidão Negativa de Feitos

MCP server that enables querying official MPT PB labor court certificates (Certidão Negativa de Feitos) through a read-only tool, checking for negative records from official sources.

android-mcp-toolkit

A growing collection of MCP tools for Android Development. Currently features a deterministic Figma-SVG-to-Android-XML converter, with plans for Gradle analysis, Resource management, and ADB integration tools.

MCP Git Server

A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch management.

l2c-ctfs-mcp

L2C CTF 的 MCP 服务器

run-sql-connectorx

Executes SQL queries via ConnectorX and streams results to CSV or Parquet files, supporting multiple databases and optional token counting for CSV output.

Xiayan MCP Server

Enables publishing Markdown articles to WeChat Official Account draft box with 8 elegant themes, automatic image upload, and comprehensive media material management capabilities.

groq-compound-mcp-server

Groq Compound Beta MCP 服务器

John CEO Agentic Memory

MCP server that gives AI agents persistent, tenant-scoped memory with semantic search and consolidation, using CockroachDB vector indexes and Amazon Bedrock embeddings.

Omni MCP Suite

A collection of uncensored, API-free data acquisition tools for AI agents, featuring anti-corporate web search, image scraping, and OSINT framework that bypass filters via alternative indexers and deep web scanning.

nexthink-mcp-server

An MCP server that exposes Nexthink Digital Employee Experience (DEX) telemetry and automation to LLM agents, enabling execution of saved NQL queries, bulk async data exports, remote actions, and workflow triggers against Nexthink Infinity via secure OAuth2/bearer/basic authentication.

HRFCO Service

提供水位、降水量、水库泄洪数据和观测站位置信息的实时水文信息检索服务。

mcp-fmp

An MCP server connecting AI agents to the Financial Modeling Prep API for daily EOD historical stock price data.

state-memory-mcp

Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks tasks, accepted decisions, and active blockers to prevent session context bloat and speed up development.

Meta-Stamp Pockets

The first commercial implementation of HTTP 402 Payment Required for creator content monetization. AI agents pay $0.0025 per content pull from paywalled creator libraries. Creators get paid automatically.