发现优秀的 MCP 服务器

Text-to-Speech MCP Server

一个简单的 MCP (模型上下文协议) 服务器，提供文本转语音转换功能，使用 TypeScript 编写。

defcon-mcp-server

Enables AI tools to play the game DEFCON by providing tools to communicate with the game, analyze game state, and issue commands such as placing structures, moving fleets, and launching nukes.

RAG-Anything MCP Server

An MCP server for document parsing, ingestion, query (including multimodal), and lightweight knowledge graph inspection, enabling RAG workflows via the Model Context Protocol.

wellread

Shared research cache for AI agents. Caches web research across sessions and users - hit means instant answer from verified sources, miss means your research saves the next dev's tokens. Semantic search with freshness tracking, gap detection, and real-time token measurement via JSONL. Free, open source.

Inference AIops

Enables governance-grade AIops for GPU inference clusters with root-cause analysis, metrics, and policy-governed operations for vLLM and Ray.

QSS GPS MCP

Enables adding GPS goals and logging time directly from Claude Desktop, with support for bulk backfill and session management.

SnapBack MCP Server

Enables AI-powered code safety analysis including risk detection, secret scanning, dependency checking, and code snapshot management. Works offline for basic features with optional cloud integration for advanced ML analysis and team collaboration.

soundgrep

Enables semantic search of local audio samples by describing sounds, MIDI generation, stem separation, and other music production tools from Claude Desktop.

lpxpoly-mcp

Description: AI-powered Polymarket prediction market analysis via Bitcoin Lightning. Get edge opportunities, analyze specific markets, and find ranked signals. Pay per analysis in sats.

mcp_stdio2sse

标准输入输出流 (Stdio) MCP 服务器的服务器发送事件 (SSE) 版本

kiwoom-mcp-server

Read-only MCP server for Kiwoom Securities, enabling natural language queries of Korean stock market data and account information, including ISA tax status.

ScreenshotOne MCP Server

一个 ScreenshotOne API 的简单 MCP (Minecraft Protocol) 服务器实现。

Kokkai Minutes MCP Agent

Provides a structured interface to the Japanese National Diet Library's parliamentary proceedings API, allowing AI models to search and retrieve Diet meeting records and speeches.

mcp-server-chart

A monorepo hosting multiple MCP servers, including a TypeScript chart server that generates AntV visualization specs, a Python chart sibling, and an AWS ECS MCP server for container management.

yandex-direct-mcp

A hardened MCP server for managing Yandex.Direct advertising campaigns with read-only defaults, write and finance capabilities optional, using OAuth authentication.

aikstockdata

MCP server for Korean stock market data (KOSPI/KOSDAQ) and DART disclosures, providing tools to get today's market summary, search stocks, retrieve quotes, rankings, and data URLs. No authentication required.

noslip_quant_bot

quant information provider bot

OmniMemory MCP Server

A production-friendly memory platform with an MCP server interface, combining structured memory, semantic retrieval, knowledge graph operations, cross-session context, and safety controls.

query-ptax-bcb

Enables querying official Brazilian Central Bank PTAX dollar closing exchange rates by specific date, date range, or most recent available quotation.

Disk Insights MCP

A read-only MCP server that reports largest files, folder sizes, and disk usage, running locally without any data leaving your machine.

web2md

Enables token-efficient web page fetching by converting HTML to Markdown with tiered access (outline, section, search) to minimize LLM context usage.

Pryazilim ClickUp MCP Server

A secure and optimized MCP server for integrating ClickUp project management, enabling task CRUD operations, workspace organization, file attachments, and natural language date parsing.

mcp-cloudwatch-explorer

Enables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only via MCP, providing rapid health snapshots and triage without console navigation.

How-To-Cook

An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

StackScan MCP Server

Enables natural language queries about the technologies behind websites and the companies running them, using the StackScan Tech Lookup API. Includes tools for domain technology lookup, company details, technology usage stats, and batch company lookups.

MAST

Code-search engine that parses TypeScript and JavaScript with a real AST, stores the symbol graph in SQLite, and serves AI assistants exact matching declarations (functions, classes, types) via BM25 fused with declaration-exact ranking — saving tokens by returning only the relevant code instead of whole files.

Python MCP Sandbox

An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.

@vibetools/dokploy-mcp

Enables deploying, managing, and interacting with Dokploy applications via natural language using three core MCP tools: search, execute, and list_profiles.

TripWeaver MCP Server

Provides MCP tool endpoints for hotel and flight actions to support multi-agent travel planning.

Calorie Tracker MCP Server

Tracks daily calorie intake with accurate BMR/TDEE calculations, food logging, and profile management via Cloudflare Workers and D1 database.