Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

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Put performance and error data directly in the hands of your AI assistant.

A Python-based server that locally indexes codebases using ChromaDB to provide semantic search for tools like Cursor.

A collection of reference implementations for the Model Context Protocol (MCP), giving LLMs secure access to tools and data.

A production-ready persistent memory system for AI agents, offering searchable memory across sessions with semantic search and support for multiple database backends.

A minimal, local, GPU-accelerated RAG server for document ingestion and querying.

MCP for monitoring local application logs with real-time tailing, error tracking, and log search capabilities.

A test server for local MCP development and setup.

Sends HTTP requests to endpoints on the local network.

Performs a local RAG search on your query using live web search for context extraction.

A local RAG backend powered by Docker Compose, supporting various document formats for search.

A private, local research assistant that searches the web and scrapes content using DuckDuckGo.

Provides essential utility tools for text processing, file operations, and system tasks.

An MCP server for running Locust load tests. Configure test parameters like host, users, and spawn rate via environment variables.

An MCP server for the Lodgify vacation rental API.

An MCP server for log analysis using the LogAI framework, with optional Grafana and GitHub integrations.

Provides access to OpenTelemetry traces and metrics through Logfire.

Control and interact with a local Logseq graph for knowledge management and note-taking.

Interact with your Logseq knowledge base to create pages, manage blocks, and organize information programmatically.

An MCP server that allows AI agents to interact with a local Logseq instance.

Add translation keys to Lokalise projects. Requires a Lokalise API key.

An MCP server for querying logs from Grafana Loki.

A Go-based server to query Grafana Loki logs using the Model Context Protocol (MCP).

A server for the Microsoft Graph and Azure RM APIs to manage Azure and Microsoft 365 tenants with AI.

Provides real-time, structured access to League of Legends game data, including champions, items, abilities, game mechanics, and patch information.

Enables LLMs to process array items sequentially with a specific task.

An MCP server implementation that provides a tool for problem-solving using the Lotus Sutra's wisdom framework, combining analytical thinking with intuitive wisdom.

An MCP server for Loxone home automation systems, allowing AI assistants to control lights, blinds, sensors, and weather.

Access the internet and query data using LSD SQL.

Integrates with Language Server Protocol (LSP) to provide features like code completion, diagnostics, and hover information.

Provides access to the Lucide icon library for use in LLM and agentic applications.

An open MCP service providing a standardized interface compatible with various MCP clients.