发现优秀的 MCP 服务器

Power BI Desktop Local MCP Server

Enables AI assistants to discover and interact with local Power BI Desktop instances, including inspecting table/column schema and executing DAX queries.

Remote Memory MCP Server

Manages knowledge graph data synchronized with GitHub repositories, enabling remote storage and collaboration of memory entities, relationships, and observations.

Pine Script MCP Server

Enables AI assistants to look up any Pine Script function, search TradingView documentation, and find code examples in real time.

mcp-memory

A drop-in replacement for Anthropic's memory server that utilizes SQLite to ensure data integrity and concurrent access. It enhances the original functionality with semantic search capabilities using vector embeddings and ONNX models.

Plane MCP Server

Enables AI models to interact with a self-hosted Plane workspace through MCP tools, supporting task, project, cycle, and module management.

@illodev/taiga-mcp

Full-featured MCP server for Taiga project management, enabling AI agents to manage projects, epics, user stories, tasks, issues, sprints, wiki pages, memberships, and roles via Taiga API v1.

website-reader-mcp

Enables AI chat backends to fetch public webpages and return cleaned, readable text, with tools for simple fetching and article extraction.

CodexRun Ledger MCP

Paid remote MCP for generating trustworthy code run receipts, scope summaries, missing evidence checks, and client handoff exports.

Holochain MCP Server

Enables AI agents to search and retrieve Holochain documentation, including developer guides, HDK functions, and HDI API references.

golive-mcp

Enables AI agents to deploy code to any hosting provider by creating PRs, building, and verifying health checks, all from a single natural language command.

Azure DevOps MCP Server

Enables integration with Azure DevOps services, allowing interaction with work items, pull requests, pipelines, wikis, boards, and projects through natural language in Cline and other MCP clients.

assistant-ia-local

A local MCP server for RGPD-compliant document Q&A, enabling Claude Code to ingest, query, search, delete, and audit personal documents entirely on-device.

upstox-mcp-server

Enables LLM agents to analyze portfolios and execute orders on the Indian stock market via Upstox API v2 using natural language.

MCP Starter Kit

A minimal TypeScript MCP server template with example tool, Zod validation, stdio transport, and dotenv setup.

SnapStack Server

Enables MCP-capable LLM clients to read browser screenshots captured by the SnapStack extension, stored locally and served over Streamable HTTP.

MyAnimeList MCP Server

Enables AI clients to search, inspect, rank, and manage MyAnimeList anime and manga, including authenticated user list operations.

cognee MCP server

Enables Claude to interact with cognee for cognitive augmentation, supporting local or Smithery installation.

AI Long-Term Memory MCP Server

Provides persistent long-term memory for AI agents with semantic search and activation-based decay. Enables AI systems to remember across sessions through layered memory architecture and automatic context-aware retrieval.

timeverse-command-mcp

An MCP server that enables AI clients to execute shell, Python, and Node commands on the local machine across platforms.

Funraise MCP

Enables to interact with Funraise nonprofit fundraising platform, allowing read and write access to donor, donation, subscription, campaign site, household, and interaction data.

javalens-mcp

An MCP server providing 63 semantic analysis tools for Java, built directly on Eclipse JDT for compiler-accurate code understanding.

awesome-awesome

MCP server that helps discover and rank libraries from awesome lists by tech stack and category, using a state-machine workflow to find relevant sections and present ranked repos.

stitch-bridge

MCP server that gives AI coding agents the ability to design UIs through Google Stitch. It generates production-ready HTML and screenshots from natural language prompts.

mcp-publix

An MCP server that enables users to search for Publix products, find store locations, and browse weekly deals. It provides detailed information including product prices, aisle locations, and store operating hours.

MCP-Servers

这个仓库使用 CAMEL AI 来创建用于各种用例的 MCP 服务器。

SMS-Activate MCP Server

MCP server for integrating with SMS-Activate service, enabling phone number operations, email activations, and account management for receiving SMS verification codes and temporary email addresses.

my-mcp-server2

A Model Context Protocol server built with FastMCP that features dynamic tool loading and modular management via a dedicated tool directory. It supports both stdio and HTTP transport modes, enabling efficient development and deployment of custom MCP tools.

WikiJS MCP Server

A Model Context Protocol server that enables Claude to read and update documentation in Wiki.js instances through capabilities like searching, reading, creating, and updating wiki pages.

Directus MCP Server

一个 MCP 服务器，用于简化 Directus 集合管理。 (Yī gè MCP fúwùqì, yòng yú jiǎnhuà Directus jíhé guǎnlǐ.)

Meta Ads MCP

A Model Context Protocol server that lets AI assistants run your Meta Ads end to end — launch campaigns, upload creatives, update budgets, and dig into performance through natural conversation. Works across Facebook, Instagram, and other Meta surfaces.