发现优秀的 MCP 服务器

agent-context-mcp

Enables AI coding agents to read each other's conversation history read-only and sanitized, so you can continue work across different tools without re-explaining context.

colab-mcp

Enables agents to control Google Colab notebooks through a secure, headless WebSocket architecture, allowing cell creation, editing, execution, and inspection without browser automation.

MCP Analytics Server

Enables AI agents to discover and execute analytical queries on a DuckDB dataset through typed MCP tools, with guarded read-only SQL support for complex calculations without direct database access.

AgentCanary MCP Server

Provides a retired compatibility stub for legacy AgentCanary MCP tools, returning retirement notices and directing users to current briefs on X and Telegram.

Packet Tracer MCP

An MCP server that allows LLMs to create, configure, validate, and explain Cisco Packet Tracer network topologies. It provides a comprehensive suite of tools for generating deployment scripts, CLI configurations, and automated network troubleshooting.

mcp-server-bridge

一个 MCP 管理器工具，用于管理所有 MCP 服务器并导出您自己的组合。

engram-mcp

MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace for searching and citing indexed GitHub and Notion content.

Hermes Time MCP

Provides real-time time awareness to Hermes Agent by exposing date, time, and timezone tools through MCP, enabling on-demand temporal queries.

umeng-openapi-mcp-server

MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app statistics, retention, channels, versions, custom events, and more via the OpenAPI.

dsh-mcp-bridge

In-process DeepSeek Harness plugin that exposes a local Streamable HTTP MCP server, allowing MCP clients like Codex to submit tasks executed by DSH child agents using DSH's existing tools.

Azure DevOps MCP Server by CData

Azure DevOps MCP Server by CData

arbor

Arbor is a local-first, high-performance developer tool designed to bridge the gap between static code analysis and AI-driven development.

Weather MCP Server

Provides tools to fetch real-time weather data from the National Weather Service API, allowing users to retrieve weather alerts by state and detailed forecasts by coordinates.

MCP SGF Server

Enables processing of SGF (Smart Game Format) files to extract comprehensive game information and generate customizable visual board diagrams in PNG or SVG formats with multiple themes.

GROWI MCP Server

MCP server to connect AI models to GROWI Wiki with bearer authentication, enabling page, tag, revision, and share link operations.

Emercoin MCP Server

Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with integrated formatting utilities. Enables blockchain operations, name system management, wallet functions, and mining operations through a comprehensive REST API interface.

Memory-DB MCP Server

A lightweight vector-based memory system for AI agents with tools to store, semantically search, and delete memories, using your own embedding model.

Yargı MCP

A FastMCP server providing access to various Turkish legal databases including Supreme Court, Council of State, Constitutional Court, and Public Procurement Authority decisions through a standardized MCP interface for LLM applications.

SharePoint Bridge

Controls SharePoint through natural language via Microsoft Graph API, enabling querying, creating, updating lists/items, and triggering Power Automate flows.

websearch-mcp

Semantic web search MCP server that navigates the live web using a cheap LLM and local embeddings, caching results for fast responses to similar queries without relying on general search engines.

@remember-md/mcp

Enables semantic search and retrieval from your local markdown brain (Remember.md) via MCP tools, running entirely offline with local embeddings.

Healthcare OpenData MCP

Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministry of Health and Welfare procurement) via MCP tools, enabling natural language queries and data analysis.

creative-storyteller

Connects to local LM Studio models to generate highly creative, imaginative stories with customizable genres, tones, and word counts.

MPF: Processos

Consulta processos do Ministério Público Federal em fonte oficial, via MCP, somente leitura, com pagamento por uso.

mcp-gerrit-code-review

MCP Server providing AI agents with tooling for Gerrit code review workflows via stdio transport.

TailOpsMCP

A control plane gateway for managing distributed infrastructure through MCP, enabling centralized SSH, Docker, and HTTP target management with capability-based authorization and policy enforcement.

orchestrator-mcp

Multi-model agent orchestration MCP server that enables plan-code-review-deliver pipelines with configurable providers and models.

dmc-mcp-server

An MCP server that executes SQL queries on TDSQL-C and TDSQL database instances via Tencent Cloud DMC (Data Management Console), leveraging browser cookies for authentication.

db_mcp

Enables searching and retrieving full text and translations from the Korean Classics Database (ITKC), including collections such as the Annals of the Joseon Dynasty, Seungjeongwon Ilgi, Ilseongnok, and more.

Universal Hardware Runtime Platform

Enables AI agents and humans to control various hardware boards (ESP32, Arduino, Raspberry Pi, etc.) through a unified API via MCP, with real-time dashboard support.