2025年11月26日 热门 MCP 服务器列表

Data Commons Search

11

Provides a search server for open-access datasets, enabling natural language queries and LLM-assisted discovery.

FlowLens

84

Empowers AI coding agents with full browser context to streamline debugging and regression testing workflows.

Riksdag & Regering

21

Provide large language models with easy access to open data, documents, and records from the Swedish Parliament and Government Offices.

Skolverket

Provides AI assistants with access to all open data APIs from the Swedish National Agency for Education (Skolverket), tailored for large language models.

OfficeReader

Converts Microsoft Office documents (Word, Excel, PowerPoint) into Markdown format with intelligent image extraction and optimization.

LangChain Agent

Exposes LangChain agent capabilities as a production-ready server via the Model Context Protocol.

MemCP

Enables AI assistants to possess persistent long-term memory and context across conversations and platforms.

ClickUp Integration

Integrates ClickUp project management with AI applications through the Model Context Protocol, offering enhanced task management and universal API access.

Cloudscape Docs

Provides semantic search capabilities over AWS Cloudscape Design System documentation for AI agents and coding assistants.

Codex

Manage, expose, and synchronize AI agent skills from local files across various platforms like Codex and Claude.