Discover Awesome MCP Servers

local-rag

Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code annotations, and search analytics. Zero config, zero API keys. Just bunx

Jekyll MCP Server

Indexes and searches Jekyll blog content, enabling AI assistants to search posts by keyword/category/tags, retrieve full post content, compare drafts against published posts, and analyze blog categories and tags.

IssueBadge MCP Server

A Model Context Protocol server that enables AI assistants to create, issue, and manage digital badges and certificates using natural language.

ERPNext MCP Server

A production-ready server that integrates ERPNext with AI assistants like Claude Desktop, enabling document operations, reporting, and analytics through natural language.

Kubernetes MCP Server

Enables interactive Kubernetes cluster monitoring and troubleshooting through natural language queries. Users can diagnose pod issues, check service status, and investigate cluster problems using conversational AI.

Spotify-Agent

Create an MCP Server to interact with Spotify, LastFM and the internet to collate music data and make recommendations.

Twilio Frontline MCP Server

An MCP server that enables interaction with Twilio Frontline API for customer communication workflows, auto-generated using AG2's MCP builder.

MCP-NOSTR

A bridge that enables AI language models to publish content to the Nostr network by implementing the Model Context Protocol (MCP).

Meta MCP Proxy

A flexible proxy that enables discovery and execution of tools across multiple Model Context Protocol (MCP) servers and JavaScript functions, reducing context size even when dealing with hundreds of tools.

Git Mob MCP Server

Enables management of co-authors for pair and mob programming sessions by automatically appending Co-authored-by trailers to git commit messages. It allows users to add, list, and configure team members as active co-authors using the git-mob CLI.

AppSignal MCP Server

A Model Context Protocol server that connects to AppSignal, allowing users to fetch, list, and analyze incident information from their AppSignal monitoring.

RateMySupervisor_MCP

An MCP server that provides access to supervisor evaluations and ratings from urfire.com, allowing users to query academic advisors by name, university, or department. It features intelligent fuzzy matching for supervisor names in both Chinese and Pinyin to ensure accurate search results.

ForIT Microsoft Graph

Provides direct access to Microsoft Graph API with multi-tenant account management, allowing users to interact with Microsoft 365 services across multiple tenants through a single flexible graph-request tool.

mcp-finnish-companies

Provides access to the Finnish company registry (PRH/YTJ) to search for businesses and retrieve detailed information using Business IDs. It enables users to perform industry-specific searches and track recent company registrations through official government open data.

Global MCP Server

A modular MCP server that extends GitHub Copilot's capabilities through intelligent context compression and dynamic model routing for long-lived coding sessions.

mcp-server-appointment-management

这个项目是一个基于 Java 的 MCP (模型-上下文-协议) 服务器，旨在管理来自数据库的预约数据。它提供了一个模块化的框架，暴露了用于数据访问和操作的内部工具，并内置了对 AI 驱动功能的支持。

Kontxt MCP Server

一个模型上下文协议服务器，它将 AI 客户端连接到本地代码仓库，并使用 Gemini 2.0 Flash 分析代码库，并根据用户查询生成有针对性的上下文。

Node Code Sandbox MCP

A secure Node.js execution environment that allows coding agents and LLMs to run JavaScript dynamically, install NPM packages, and retrieve results while adhering to the Model Control Protocol.

LeanIX MTM MCP Server

Enables read-only access to LeanIX Multi-Tenant Management (MTM) API data through 29 tools. Supports querying accounts, workspaces, users, permissions, contracts, instances, events, technical users, domains, identity providers, custom features, and labels with filtering and pagination.

Shopify MCP Server

Shopify MCP Server

Tripletex MCP Server

Enables AI assistants to interact with the Tripletex accounting API to manage time tracking, projects, and timesheet approvals through natural language. It also supports searching and managing outgoing invoices and processing supplier invoice approvals.

Cloud Monitoring API Server

An MCP server that provides access to Google Cloud Monitoring API, enabling interaction with cloud resources monitoring data through natural language commands.

Typecast API MCP Server

通过模型上下文协议实现与 Typecast API 的无缝集成，允许客户端以标准化的方式管理声音、将文本转换为语音以及播放音频。

GitLab Code Review MCP Server

Enables AI assistants to interact with GitLab merge requests, review code changes, search projects, and create draft comments for code review workflows.

Parliament MCP Server

An MCP server that provides tools for parliamentary research by allowing users to search constituencies, elections, members, government posts, debates, and Hansard records, with additional semantic search capabilities over parliamentary data.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing MCP servers using TypeScript SDK, with example implementations of calculator and greeting tools, plus resource handling capabilities.

Attendance Management MCP Server

一个模型上下文协议服务器，可以查询考勤信息，并管理员工的请假申请、加班申请和日程安排。

mcp-telegram

MCP server that connects AI assistants to your real Telegram account via User API (MTProto). Features default-deny ACL with per-chat permissions, message search, file sending, forwarding, media downloads, and rate limiting.