Discover Awesome MCP Servers

@vemdev/mcp-server

Gives AI agents durable project memory via the Model Context Protocol, allowing them to read tasks, record decisions, search context, and sync snapshots to the cloud.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the web for information using natural language queries through the Model Context Protocol.

ClaudeR

Connect RStudio directly to Claude Desktop, Claude Code, Codex, Gemini CLI, or any other MCP based AI assistant for interactive coding and data analysis.

MCP Sonar Analysis

A local MCP server that provides Sonar-grade static analysis (bugs, vulnerabilities, code smells) for TypeScript/JS and C# repositories, with CLI and dashboard support.

notebooklm-mcp

An MCP server that gives Claude (and any MCP-compatible agent) full access to Google NotebookLM — create notebooks, upload sources, ask questions, and generate audio overviews, quizzes, flashcards, mind maps, slide decks, videos, and reports.

简单操作指南

MCP空白项目仓库，已配置GitHub MCP服务器。

MCP Document Server

Efficiently delivers project documentation to AI agents like Claude on-demand, optimizing token usage by loading context only when needed. Supports document retrieval, listing, and keyword search with security features.

Evolution MCP Server

Automatically generates compelling application specifications and code based on the four dimensions (existence, historicity, relationality, irrationality), simplicity, and Figma-like UI, enabling users to create great apps without detailed instructions.

PBIXRay MCP Server V2

Enables Claude AI to analyze Power BI Desktop models with comprehensive capabilities including DAX analysis, performance monitoring with Storage Engine/Formula Engine breakdown, VertiPaq statistics, and natural language querying of model structure and data.

feishu-bridge

MCP server that enables AI agents to interact with Feishu (Lark) for calendar events, attendees, and user recent work via structured tools with graceful degradation and recovery hints.

office-editor-mcp

An MCP server for creating and editing Word, Excel, and PowerPoint documents through AI assistants.

EZComputerCtrl MCP

A Windows desktop GUI control MCP server that enables agents to operate semantic objects rather than fragile screen coordinates. It provides structured, executable interface facts for visual-first desktop automation with tools for clicking, scrolling, typing, and hotkey operations.

Debugger MCP

Enables AI agents like Claude to control VS Code's debugger, supporting any language with a Debug Adapter Protocol implementation.

OpenDART MCP Server

Enables querying South Korean stock disclosures, financial statements, and shareholder reports via the OpenDART API from any MCP-compatible client.

GIT MCP Server

Node.js server implementing Model Context Protocol for git operations, enabling AI assistants to manage git repositories through natural language commands.

Mirelia-Patent-Marketplace

A fully autonomous patent data marketplace for AI agents, providing highly structured JSON datasets with strategic insights. Supports instant M2M transactions via ROSE on the Oasis Network.

Remote PostgreSQL MCP Server with Auth

Enables users to interact with PostgreSQL databases through natural language, with GitHub OAuth authentication and role-based access control.

KaitoMCPServer

A Python-based MCP server that uses uv for dependency management, requiring Python 3.13+ to run.

MCP Code Mode

Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.

Bicameral MCP

A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.

hyprland-mcp-server

Enables LLMs to capture screenshots, inspect windows, and interact with the Hyprland desktop environment through mouse clicks and keyboard input.

debug-mcp-server

A minimal MCP server for debugging MCP clients. It echoes back everything it receives — tool arguments, session IDs, metadata — so you can inspect exactly what your client is sending.

Teams Messenger MCP App

A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.

Jama MCP Server

Enables LLM clients to semantically search and query metadata within Jama requirements management via RAG and native API filters.

guardian-contributions-mcp

MCP server for Oklahoma campaign finance data, enabling queries on combined pre-primary and continuing contributions, candidate flags, and more via natural language.

Rechtspraak MCP Server

MCP server for searching and analyzing Dutch case law with advanced search, faceted filtering, and citation analysis.

Safe-Bifrost

A local MCP server that provides a safe plan-and-execute workflow for AI coding assistants, storing plans and tasks, and executing agent commands with an allow-list for security.

BeLikeNative Grammar Server

L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API keys needed.

MCP-ALBERTO

A server that enables AI to access external services through the Model Context Protocol, specifically integrating with an authentication system to obtain login tickets.

plaid-mcp

A persistent MCP server that securely manages Plaid bank connections, allowing AI assistants to query financial data (balances, transactions, investments, etc.) without exposing sensitive credentials.