Model Context Protocol servers that extend AI capabilities
sbroenne
#️⃣ 🏠 🪟 - 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.
...moreSDGLBL
🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
...moreanomie7
🐍 🏠 - LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.
...moreSimplyLiz
🏎️ 🏠 🍎 🪟 🐧 - 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.
...moredpozimski
📇 ☁️ - Free instant HTML hosting API with paste, file upload, and ZIP deploy support. No API key required.
dpozimski
📇 ☁️ - Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
st3v3nmw
🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste
utensils
🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
...morevercel
🎖️ 📇 🏠 - 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.
...morevezlo
📇 🏠 ☁️ - Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.
...moreShenghaiWang
🍎 Build iOS Xcode workspace/project and feed back errors to llm.
yWorks
📇 🏠 - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
...morezcaceres
📇 🏠 - An MCP server to flexibly fetch JSON, text, and HTML data
🐍 ☁️ 🏠 🍎 🪟 🐧 - Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP 2.0.
...more🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
...moreoptuna
🎖️ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
...moreRohanMuppa
[glama](https://glama.ai/mcp/servers/@RohanMuppa/brightspace-mcp-server) 📇 🏠 🍎 🪟 🐧 - MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, announcements, syllabus, rosters, discussions, and course content. Works with any school that uses Brightspace. Install via `npx brightspace-mcp-server@latest`.
...moreefforthye
📇 🏠 🍎 🪟 🐧 - 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.
...morej0hanz
📇 🏠 - Read-only MCP server for secure filesystem exploration, searching, and analysis with symlink protection.
mark3labs
🏎️ 🏠 - Golang implementation for local file system access.
aaronjmars
📇 ☁️ - Deep Research for crypto - free & fully local
ariadng
🐍 🏠 🪟 - Enable AI LLMs to execute trades using MetaTrader 5 platform
0xtus
[glama](https://glama.ai/mcp/servers/@azeth-protocol/mcp-azeth) 📇 ☁️ - Trust infrastructure for the machine economy — non-custodial ERC-4337 smart accounts, x402 payments, on-chain reputation via ERC-8004, and service discovery for AI agents.
...moreBankless
📇 ☁️ - Bankless Onchain API to interact with smart contracts, query transaction and token information