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Best of MCP Servers

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Ranked list of best MCP servers from GitHub metrics.

401

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4/10/2026

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Items in this Directory

hyperb1iss/lucidity-mcp

hyperb1iss

🐍 🏠 - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

...more
MCP ServerMonitoring
844 dirs

mpeirone/zabbix-mcp-server

mpeirone

🐍 ☁️ 🐧 🪟 🍎 - Zabbix integration for hosts, items, triggers, templates, problems, data and more.

MCP ServerMonitoring
1924 dirs

xing5/mcp-google-sheets

xing5

🐍 ☁️ - A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.

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MCP ServerDatabases
7984 dirs

eyalzh/browser-control-mcp

eyalzh

📇 🏠 - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).

MCP ServerBrowser Automation
2634 dirs

zilliztech/mcp-server-milvus

zilliztech

🐍 🏠 ☁️ - MCP Server for Milvus / Zilliz, making it possible to interact with your database.

MCP ServerDatabases
2244 dirs

Govcraft/rust-docs-mcp-server

Govcraft

🦀 🏠 - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.

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MCP ServerDeveloper Tools
2694 dirs

andybrandt/mcp-simple-arxiv

andybrandt

🐍 ☁️ MCP for LLM to search and read papers from arXiv

MCP ServerSearch & Data Extraction
1854 dirs

gitkraken/gk-cli

🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.

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MCP ServerDeveloper Tools
3794 dirs

ConechoAI/openai-websearch-mcp

ConechoAI

🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.

MCP ServerSearch & Data Extraction
864 dirs

deadletterq/mcp-opennutrition

deadletterq

📇 🏠 - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

MCP ServerSearch & Data Extraction
1744 dirs

allenporter/mcp-server-home-assistant

allenporter

🐍 🏠 - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.

MCP ServerOther Tools and Integrations
674 dirs

zinja-coder/jadx-ai-mcp

zinja-coder

☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

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MCP ServerSecurity
1.7K4 dirs

tiianhk/MaxMSP-MCP-Server

tiianhk

🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.

MCP ServerCoding Agents
2014 dirs

erithwik/mcp-hn

erithwik

🐍 ☁️ - An MCP server to search Hacker News, get top stories, and more.

MCP ServerSearch & Data Extraction
684 dirs

hellokaton/unsplash-mcp-server

hellokaton

) 🐍 ☁️ - A MCP server for Unsplash image search.

MCP ServerSearch & Data Extraction
2134 dirs

automation-ai-labs/mcp-link

automation-ai-labs

🏎️ 🏠 - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)

MCP ServerDeveloper Tools
6024 dirs

ckanthony/gin-mcp

🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.

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MCP ServerDeveloper Tools
713 dirs

lfnovo/content-core

🐍 🏠 - Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

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MCP ServerSearch & Data Extraction
1383 dirs

OctagonAI/octagon-deep-research-mcp

🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent

MCP ServerSearch & Data Extraction
843 dirs

areweai/tsgram-mcp

TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!

MCP ServerCommunication
883 dirs