发现优秀的 MCP 服务器

PresentationMcpServer

Autonomously generates university-level educational presentations as interactive Reveal.js decks with time-synced presenter scripts from source materials, respecting target audience pedagogical level.

github-data-mcp

A single-user MCP server that exposes your GitHub activity to Claude via three read-only tools: recent commits, open pull requests, and repository summaries. Deployed as a Vercel function using Streamable HTTP.

youtube-mcp

Local YouTube MCP server for turning public video, channel, and playlist URLs into structured context, with bounded comment retrieval, timestamped captions, and owned-playlist management using your own Google Cloud credentials.

Scholar MCP Server

A local academic tool that enables searching across nine academic sources, downloading PDFs, and performing AI-powered analysis of research papers. It also supports generating citation networks and recommending papers based on local workspace code.

Salesforce MCP Server

Enables authenticated interaction with Salesforce through OAuth Bearer token forwarding. Allows users to make API calls to Salesforce instances while maintaining secure session-based authentication throughout the MCP lifecycle.

Mistral OCR MCP Server

Enables OCR processing of local files and public URLs using Mistral OCR. Provides tools for health checks, key management, page listing, and generating Markdown output.

HidrateSpark MCP Server

Enables tracking hydration, analyzing water intake patterns, and managing HidrateSpark smart water bottle data through Claude Desktop.

Discord MCP Server

Enables interaction with Discord channels through a bot, allowing users to send messages and files, retrieve messages with advanced filtering, and download attachments of any type.

GIM-MCP

An educational interaction management system that uses MCP and Ollama to create and manage flashcards and other learning content. It enables dynamic content generation and transformation through natural language processing using local AI models.

Remote MCP Server on Cloudflare

我的 MCP 服务器（无身份验证） (Wǒ de MCP fúwùqì (wú shēnfèn yànzhèng))

ONLYOFFICE DocSpace MCP Server

Connects AI agents to ONLYOFFICE DocSpace, enabling them to manage rooms, collaborate on files, and handle permissions via natural language. It supports multiple transport protocols and authentication methods to facilitate document workflow automation.

smart-contract-scanner-api

Enables scanning Solidity smart contracts for 13 vulnerability classes using pattern-based analysis; provides full audit, quick scan, gas analysis, and detector catalog through MCP tools.

xls-mcp-servers

MCP server for reading and writing .xls (Excel 97-2003) files, enabling data manipulation, sheet listing, and metadata retrieval.

Memory MCP

A production-grade memory server for LibreChat that stores conversation turns and distills durable memories like decisions, constraints, and assumptions. It provides hybrid retrieval and consistency auditing to ensure AI plans remain aligned with established context and previous decisions.

QR Code Generator MCP

Enables AI-powered generation of styled QR codes with 10 design presets, supporting single or batch creation with custom logos and formats (SVG/PNG) directly from AI tools.

Spotify MCP Server

用于控制 Spotify 播放的媒体控制协议服务器

Crowdlistening

Crowdlistening

Uncover MCP

发现 MCP 服务器 (Fāxiàn MCP fúwùqì)

MCP-REPL

A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.

Yandex Direct MCP Server

MCP server for Yandex Direct, Yandex Metrika, and Wordstat with 120 tools to manage contextual advertising from AI assistants.

Qase MCP Server

Official MCP server for Qase Test Management Platform. Enables AI assistants to manage test cases, test runs, defects, and other Qase entities through natural language.

AutoLearn MCP Server

An MCP server that enables AI agents to dynamically create and reuse executable skills (Python functions) from natural language descriptions, with automatic skill crystallization and real-time MCP spec updates.

Renewable Grid Intelligence Atlas MCP

Enables AI agents to search and retrieve cited evidence packs for renewable energy assets, analyze locations, and access regional energy context, all from a local DuckDB snapshot of Aragon renewable infrastructure data.

qBittorrent MCP

A service that provides programmatic access to qBittorrent's WebUI API, enabling management of torrents, trackers, tags, speed controls, and system information through natural language.

taskmarket-mcp-server

MCP server that connects AI agents to the Taskmarket onchain marketplace on Base, enabling them to browse bounties, claim tasks, submit deliverables, and manage their wallet.

Peckish

Order food on DoorDash — search stores, compare real fee-included totals from live quotes, and build carts; placing an order always requires a human approval dialog (fail closed without elicitation). Local macOS server driving DoorDash's official dd-cli.

Memory Vault

MCP server providing persistent memory for AI applications, enabling Claude to store and recall memories with hybrid search and knowledge graph.

AtlasMemory

Turn any codebase into an AI-readable neural map — with proof. Every claim linked to code anchors (line + SHA-256 hash), every context window optimized with greedy token budgeting, every session protected by drift detection. Tree-sitter indexing across 11 languages, cross-session learning, AI enrichment, and 28 MCP tools. Zero config — just connect and your AI agent remembers everything.

Legal MCP Server

A Model Context Protocol server for legal document search and retrieval, powered by Azure Cosmos DB and Voyage AI embeddings, exposing 12 tools for semantic search, keyword search, Bates number lookup, claim-specific queries, and statutory citation search over a corpus of vectorized legal documents.

AgentGuard MCP Server

Provides a secure MCP boundary for AI agents, intercepting and validating tool calls, redacting secrets, and requiring human approval for sensitive actions with a tamper-evident audit trail.