Discover Awesome MCP Servers

7pace Timetracker MCP Server

Enables intelligent time tracking for Azure DevOps work items through natural language commands in AI assistants, integrating directly with 7pace Timetracker API for seamless worklog management and reporting.

Excel MCP Server

Enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel, supporting operations like formulas, charts, pivot tables, formatting, and data validation.

Implore MCP

Enables AI assistants to request human input through interactive GUI dialogs with quiz-style questions, supporting multiple choice and free-form responses for clarification, decisions, and knowledge extraction.

laguna-pools-mcp

AI sales manager for composite swimming pools. Recommends pools by plot size & budget, calculates total cost with accessories, provides BIM/CAD files for architects, and connects clients with dealers across 175 Russian cities

MasterGo Magic MCP

Connects AI models to MasterGo design tools, enabling retrieval of DSL data, component documentation, and metadata from MasterGo design files for structured component development workflows.

TempoGraph

Code graph context engine that parses codebases with tree-sitter (170+ languages), builds structural dependency graphs, and provides 24 MCP tools for code intelligence. One prepare_context call gives your AI agent the right files for any task. Includes focus, blast radius, hotspots, dead code detection, and hybrid search.

ICON MCP v103

Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bearer tokens or HTTP 402 payment protocols. It enables standardized interaction with market data and API endpoints through the Model Context Protocol.

Ping MCP Server

An MCP server that allows users to ping other hosts to check network connectivity and diagnostic information. It enables LLMs to perform network latency tests and host availability checks through a standardized interface.

Fathom MCP Server

Enables AI agents to access Fathom AI meeting data including transcripts, summaries, teams, and team members. Provides tools to list meetings with filters, retrieve detailed transcripts and summaries, and manage team information.

MCP Spec Generator

Generates project specifications and file structures using Claude AI through MCP integration. Enables users to describe project ideas and automatically create corresponding documentation and project files.

MCP Plus

A lightweight MCP server that enhances AI agents with tools for codebase analysis, task delegation to sub-agents, multi-agent coordination through chatrooms, and project todo management.

Cursor n8n Builder

Enables AI assistants in Cursor IDE to manage n8n workflows through the n8n REST API, including creating, updating, activating workflows, viewing execution history, and triggering webhooks.

Python Server MCP

一个加密货币价格服务，通过 MCP（模型上下文协议）框架与 CoinMarketCap API 集成，提供实时加密货币定价信息。

TOPdesk MCP Server

Enables interaction with TOPdesk service management platform through comprehensive API integration. Supports incident management, operator/person operations, document conversion, and FIQL querying for streamlined IT service desk workflows.

Obsidian MCP Server

Connects AI assistants directly to Obsidian vaults with intelligent note creation using templates, semantic search, smart tagging to avoid duplicates, and specialized agent roles (Guardian, Researcher, Connection Weaver) for managing knowledge bases.

Component Library MCP Server

Provides AI assistants with access to private React component library documentation, props, and code examples through type-safe TypeScript integration.

InstantDB MCP Server

A read-only interface for querying InstantDB that dynamically loads schemas and enables executing queries through pre-defined patterns.

Apifox MCP

Enables AI assistants to automatically manage Apifox API documentation by importing OpenAPI/Swagger specifications and exporting existing API structures. Supports batch operations, intelligent deprecation marking, and smart scope detection for partial module imports.

MusicGPT MCP Server

Provides AI-powered audio generation and processing through the MusicGPT API, enabling music creation, voice conversion, audio manipulation, stem extraction, and audio analysis capabilities.

Financial Data MCP Server

A Model Context Protocol server that provides financial tools for retrieving real-time stock data, analyst recommendations, financial statements, and web search capabilities for a LangGraph-powered ReAct agent.

Tentahead MCP

Connects to the Tentahead API to facilitate campsite searching and group trip planning for Illinois state parks. It provides live availability, weather forecasts, safety alerts, and EV charging data to streamline outdoor adventure planning.

TreasuryOS

An AI-powered treasury management MCP server that enables users to perform commercial banking analysis, including cash flow forecasting, idle cash detection, and debt covenant monitoring. It provides tools to surface financial insights and optimize working capital through automated processing of bank and transaction data.

my-design MCP Server

An MCP server that enables AI to interact with the private 'my-design' React component library and design tokens for UI generation and technical support. It provides tools for component searching, API documentation retrieval, and migration guidance based on specific internal design specifications.

Shell Server

A lightweight MCP server that provides AI assistants with access to a system's terminal through a secure terminal tool. It enables users to execute shell commands and receive stdout, stderr, and exit codes directly within an MCP-compatible client.

MCP to LangChain/LangGraph Adapter

Okay, I understand. You want me to translate the following English sentence into Chinese: "Adapter that turns MCP server tools into langchain usable tools" Here are a few options, depending on the nuance you want to convey: **Option 1 (Most Literal):** * **将 MCP 服务器工具转换为 Langchain 可用工具的适配器** (Jiāng MCP fúwùqì gōngjù zhuǎnhuàn wéi Langchain kěyòng gōngjù de shìpèiqì) * This is a direct translation and is generally understandable. **Option 2 (Slightly More Natural):** * **一个将 MCP 服务器工具适配成 Langchain 可用工具的工具** (Yī gè jiāng MCP fúwùqì gōngjù shìpèi chéng Langchain kěyòng gōngjù de gōngjù) * This emphasizes that the adapter *is* a tool itself. It also uses "适配成" (shìpèi chéng) which implies adapting *into* something. **Option 3 (Focus on Integration):** * **用于将 MCP 服务器工具集成到 Langchain 的适配器** (Yòng yú jiāng MCP fúwùqì gōngjù jíchéng dào Langchain de shìpèiqì) * This focuses on the *integration* aspect, using the word "集成" (jíchéng), which means "integrate." **Breakdown of the terms:** * **Adapter:** 适配器 (shìpèiqì) * **MCP server tools:** MCP 服务器工具 (MCP fúwùqì gōngjù) * **turns into / adapts to:** 转换成 (zhuǎnhuàn chéng) / 适配成 (shìpèi chéng) * **Langchain usable tools:** Langchain 可用工具 (Langchain kěyòng gōngjù) * **Integrate:** 集成 (jíchéng) **Which option is best depends on the specific context.** If you want a simple, direct translation, Option 1 is fine. If you want to emphasize the adapter's role as a tool, Option 2 is better. If you want to highlight the integration aspect, Option 3 is the best choice.

Laptop Hardware MCP Server

A Windows-based MCP server that provides real-time hardware telemetry and system stats including CPU, RAM, disk, and battery information to GitHub Copilot. It enables users to monitor performance and retrieve detailed system specifications through natural language commands.

Loop MCP Server

Enables LLMs to process arrays item-by-item or in batches with a specific task, storing and retrieving results with optional summarization after completion.

MCPE-ServerInfo

这是一个程序，它接收 Minecraft 基岩版服务器地址，并显示未连接的信息。

PostgreSQL MCP Server

Enables interaction with PostgreSQL databases through both HTTP and stdio transports. Supports executing read-only SQL queries, listing tables, and retrieving schema information with stateful session management.

Whoop MCP Server

镜子 (jìng zi)