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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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4/9/2026

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Items in this Directory

8b-is/smart-tree

πŸ¦€ 🏠 🍎 πŸͺŸ 🐧 - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file categorization.

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MCP ServerFile Systems
2283 dirs

alchemy/alchemy-mcp-server

πŸŽ–οΈ πŸ“‡ ☁️ - Allow AI agents to interact with Alchemy's blockchain APIs.

MCP ServerFinance & Fintech
753 dirs

jparkerweb/mcp-sqlite

πŸ“‡ 🏠 - Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.

MCP ServerDatabases
903 dirs

ferdousbhai/investor-agent

🐍 ☁️ - Yahoo Finance integration to fetch stock market data including options recommendations

MCP ServerFinance & Fintech
3173 dirs

VeriTeknik/pluggedin-mcp-proxy

πŸ“‡ 🏠 - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.

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MCP ServerAggregators
1243 dirs

aymericzip/intlayer

πŸ“‡ ☁️ 🏠 - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.

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MCP ServerCoding Agents
6313 dirs

QuantConnect/mcp-server

🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect APIβ€”empowering you to create projects, backtest strategies, manage collaborators, and deploy live-trading workflows directly via natural-language prompts.

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MCP ServerFinance & Fintech
653 dirs

ezyang/codemcp

🐍 🏠 - Coding agent with basic read, write and command line tools.

MCP ServerCoding Agents
1.6K3 dirs

opgginc/opgg-mcp

πŸ“‡ ☁️ - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.

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MCP ServerGaming
773 dirs

pab1ito/chess-mcp

🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

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MCP ServerGaming
643 dirs

apecloud/ApeRAG

🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

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MCP ServerKnowledge & Memory
1.1K3 dirs

bitbonsai/mcp-obsidian

πŸ“‡ 🏠 🍎 πŸͺŸ 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.

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MCP ServerKnowledge & Memory
9043 dirs

34892002/bilibili-mcp-js

πŸ“‡ 🏠 - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.

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MCP ServerBrowser Automation
1563 dirs

mem0ai/mem0-mcp

🐍 🏠 - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf

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MCP ServerKnowledge & Memory
6373 dirs

redleaves/context-keeper

🏎️ 🏠 ☁️ 🍎 πŸͺŸ 🐧 - LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE).

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MCP ServerKnowledge & Memory
1413 dirs

ahujasid/blender-mcp

🐍 - MCP server for working with Blender

MCP ServerArt & Culture
18K3 dirs

rinadelph/Agent-MCP

🐍 🏠 - A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.

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MCP ServerCoding Agents
1.2K3 dirs

Aas-ee/open-webSearch

🐍 πŸ“‡ ☁️ - Web search using free multi-engine search (NO API KEYS REQUIRED) β€” Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

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MCP ServerSearch & Data Extraction
8243 dirs

mindsdb/mindsdb

Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).

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MCP ServerAggregators
39K3 dirs

abrinsmead/mindpilot-mcp

πŸ“‡ 🏠 - Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

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MCP ServerDeveloper Tools
753 dirs