发现优秀的 MCP 服务器

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.

timeverse-command-mcp

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

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.

Holochain MCP Server

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

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.

CodexRun Ledger MCP

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

mcp-obsidian

MCP server for interacting with Obsidian via the Local REST API, enabling file operations, search, and content editing in your vault.

MCP Starter Kit

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

Polar MCP Server

An MCP server for the Polar AccessLink API. Connect your Polar fitness data to Claude AI - access workouts, sleep analysis, recovery metrics, heart rate data, and more.

upstox-mcp-server

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

javalens-mcp

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

SnapStack Server

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

MCP-Servers

这个仓库使用 CAMEL AI 来创建用于各种用例的 MCP 服务器。

Disney Parks MCP Server

Provides access to Disney parks data including attractions, dining locations, height requirements, Lightning Lane status, and other park information for Walt Disney World and Disneyland resorts through structured queries and fuzzy search.

mcp-newton

Wraps the Newton math solver API enabling mathematical computations via natural language through the Pipeworx gateway.

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.

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.

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.

Xava Labs MCP Template

A template repository for building Model Context Protocol (MCP) servers that enables developers to create interactive AI agents with real-time bidirectional communication capabilities through WebSocket and SSE endpoints.

MyAnimeList MCP Server

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

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.

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.

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.

Spliit MCP for Cloudflare Workers

An unofficial, security-focused MCP server for Spliit that runs on Cloudflare Workers. It enables remote management of multiple Spliit groups, including reading balances and expenses, and safely preparing and committing drafts.

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.

figma-mcp-lightweight

Enables executing any Figma Plugin API code via a single tool, providing full access to Figma node manipulation through natural language.

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.

io.github.zw008/vmware-log-insight

Read-only MCP server for searching and aggregating logs from VMware Aria Operations for Logs (formerly vRealize Log Insight). Enables querying log events, aggregating with spike detection, and retrieving alert information.

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.