Discover Awesome MCP Servers

Excel LSP

An MCP server that provides a semantic index and 14 bounded tools for AI agents to navigate Excel workbooks by symbols, references, and diagnostics, avoiding the need to read entire rows.

ai-summarizer

AI text and URL summarizer that extracts key points, reduces word count, and estimates reading time, with pay-per-call via x402 micropayments.

erddap-mcp-demo

Enables LLMs to interact with ERDDAP search, metadata, and tabledap services for oceanographic data.

elsewhere

MCP server that provides coding agents with scoped, temporary network egress sessions, enabling requests to exit from specified locations without changing the host's connection. It verifies egress, prevents leaks, and supports multiple adapters like gluetun and SSH.

bradesco-rede-mcp

MCP server for real-time querying of the Bradesco Saude referenced network, exposing a search_providers tool to search for doctors, hospitals, clinics, and labs.

Odoo Dev MCP

An MCP server for Odoo module development that provides version-aware documentation links, intelligent code generation, and development workflow automation for Odoo versions 17.0, 18.0, and 19.0.

mcp-remote-docker

Manages Docker containers, images, and Compose stacks on a remote host over SSH, with file sync and deploy orchestration.

Microsoft Graph MCP Server

A comprehensive server that enables AI applications to interact with Microsoft 365 and Azure AD services through standardized Model Context Protocol interfaces.

turn-mcp-web

Enables human-in-the-loop checkpoints for AI agents, allowing them to pause and wait for human input via a web UI, then seamlessly resume execution.

saij-mcp

Connects AI clients to Argentina's official legal database (SAIJ) to search and retrieve court rulings, legislation, summaries, and legal doctrine. It enables users to perform keyword searches and fetch detailed metadata and summaries for Argentinian legal research.

ai-books-mcp-server

Extends large language model context length up to 60 times using gravitational memory, designed for Claude Code and Anthropic AI models.

PostgreSQL MCP Server

Provides read-only access to PostgreSQL databases, allowing LLMs to inspect table schemas and execute SQL queries. It ensures data safety by running all operations within read-only transactions.

hevy-mcp

Enables AI assistants to read, analyze, create, and update Hevy workout data, including workouts, routines, exercises, and body measurements, through the Model Context Protocol.

Steampipe MCP Server

ClaudeがSteampipe PostgreSQLデータベースに直接クエリを実行できるMCPサーバーです。ClaudeをSteampipeインスタンスに接続して、自然言語を通じてAWS、GCP、その他のクラウドプロバイダーからのデータを簡単に分析できます。

Atomicwork MCP Server

Enables AI assistants like Claude to interact with Atomicwork tickets, requests, and workflows through natural language, providing tools for listing, searching, and managing tickets.

Djelia MCP Server

An MCP server for Djelia that brings Bambara transcription, translation, and text-to-speech to any LLM.

Hybrid RAG Project MCP Server

Enables Claude to perform hybrid search across local documents by combining semantic vector retrieval and BM25 keyword matching for optimal context recovery. It supports multiple file formats including PDF, CSV, and Markdown, leveraging local Ollama models for private and efficient document querying.

migratoor

Database migration safety checker MCP server that analyzes SQL for dangerous patterns and provides safe alternatives.

puterMCP

MCP server that bridges LLM environments with Puter's free image generation APIs, supporting 30+ models without API keys.

open-ontologies

AI-native ontology engineering MCP server for OWL/RDF/SPARQL. Validate, query, diff, lint, version, and govern knowledge graphs via Oxigraph triple store.

Floe Payments and Credit

Credit and payments for AI agent developers — over MCP. No crypto required

galaxy-mcp

MCP server for interacting with Galaxy bioinformatics platform, enabling AI assistants to connect to Galaxy instances, search and execute tools, manage workflows, and access other features.

Discord MCP Extended

A feature-rich MCP server for Discord, giving AI companions full presence in Discord communities — reading, responding, reacting, searching, and speaking.

ln-church-agent

A buyer-side HTTP 402 runtime and agent-commerce surface inspector for autonomous agents, enabling inspection of paid-action surfaces and execution of payment loops.

Gamma MCP Server

Enables AI assistants to generate presentations, documents, and webpages through the Gamma.app API with support for custom themes, tones, audiences, and image generation.

telegram-call-mcp

MCP server that enables AI agents to place real Telegram voice calls and speak a message aloud via TTS, with configurable repeats and call handling.

Enhanced Interactive Feedback MCP Server

An advanced MCP server that provides interactive feedback mechanisms with support for various feedback types, multi-language capabilities, and team collaboration features for AI tools like Cursor, Cline, and Windsurf.

Apple Health MCP Server

Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via iOS Shortcuts and Redis, enabling personalized daily health briefings and training guidance.

Niche MCP

Editorial intelligence MCP server that helps agents discover stories worth writing about by analyzing primary sources, ranking angles, and turning signal into publishable drafts.

API Aggregator MCP Server

A Model Context Protocol (MCP) Server that provides unified access to multiple external APIs (weather, news, financial data) through a single, consistent interface for AI agents and LLMs.