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MCP Servers

21,707

Model Context Protocol servers that extend AI capabilities

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lpigeon/unitree-go2-mcp-server

lpigeon

🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

MCP ServerDeveloper Tools
764 dirs

mhmzdev/Figma-Flutter-MCP

mhmzdev

πŸ“‡ 🏠 - Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.

MCP ServerDeveloper Tools
2144 dirs

MikeRecognex/mcp-codebase-index

MikeRecognex

🐍 🏠 🍎 πŸͺŸ 🐧 - Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.

MCP ServerDeveloper Tools
384 dirs

mrexodia/user-feedback-mcp

mrexodia

🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

MCP ServerDeveloper Tools
534 dirs

pskill9/website-downloader

pskill9

πŸ—„οΈ πŸš€ - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.

MCP ServerDeveloper Tools
1494 dirs

rsdouglas/janee

rsdouglas

πŸ“‡ 🏠 🍎 πŸͺŸ 🐧 - Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions β€” enabling AI agents to extend their own capabilities on the fly.

MCP ServerDeveloper Tools
234 dirs

sapientpants/sonarqube-mcp-server

sapientpants

πŸ¦€ ☁️ 🏠 - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses

MCP ServerDeveloper Tools
4 dirs

sbroenne/mcp-server-excel

sbroenne

#️⃣ 🏠 πŸͺŸ - Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTables, Tables, Charts, ranges, formatting. 100% Excel compatibility - uses Excel app instead of creating .xlsx files. Windows only.

MCP ServerDeveloper Tools
754 dirs

SDGLBL/mcp-claude-code

SDGLBL

🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

MCP ServerDeveloper Tools
2984 dirs

selvage-lab/selvage

anomie7

🐍 🏠 - LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.

MCP ServerDeveloper Tools
4 dirs

SimplyLiz/CodeMCP

SimplyLiz

🏎️ 🏠 🍎 πŸͺŸ 🐧 - Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding. Supports Go, TypeScript, Python, Rust, Java via SCIP indexing.

MCP ServerDeveloper Tools
744 dirs

st3v3nmw/sourcerer-mcp

st3v3nmw

🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste

MCP ServerDeveloper Tools
1084 dirs

tumf/mcp-text-editor

tumf

🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

MCP ServerDeveloper Tools
4 dirs

utensils/mcp-nixos

utensils

🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.

MCP ServerDeveloper Tools
4734 dirs

vercel/next-devtools-mcp

vercel

πŸŽ–οΈ πŸ“‡ 🏠 - Official Next.js MCP server for coding agents. Provides runtime diagnostics, route inspection, dev server logs, docs search, and upgrade guides. Requires Next.js 16+ dev server for full runtime features.

MCP ServerDeveloper Tools
6734 dirs

Wolfe-Jam/faf-mcp

Wolfe-Jam

πŸ“‡ 🏠 - Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring.

MCP ServerDeveloper Tools
4 dirs

xcodebuild

ShenghaiWang

🍎 Build iOS Xcode workspace/project and feed back errors to llm.

MCP ServerDeveloper Tools
4 dirs

yWorks/mcp-typescribe

yWorks

πŸ“‡ 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

MCP ServerDeveloper Tools
444 dirs

zcaceres/fetch-mcp

zcaceres

πŸ“‡ 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data

MCP ServerDeveloper Tools
7144 dirs

kdqed/zaturn

🐍 🏠 πŸͺŸ 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

MCP ServerData Science Tools
4 dirs

optuna/optuna-mcp

optuna

πŸŽ–οΈ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).

MCP ServerData Science Tools
674 dirs

efforthye/fast-filesystem-mcp

efforthye

πŸ“‡ 🏠 🍎 πŸͺŸ 🐧 - Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery.

MCP ServerFile Systems
444 dirs

j0hanz/filesystem-context-mcp-server

j0hanz

πŸ“‡ 🏠 - Read-only MCP server for secure filesystem exploration, searching, and analysis with symlink protection.

MCP ServerFile Systems
4 dirs

mark3labs/mcp-filesystem-server

mark3labs

🏎️ 🏠 - Golang implementation for local file system access.

MCP ServerFile Systems
6164 dirs