Awesome MCP Servers

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

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Make your app's runtime context available to AI

MCP server for managing Limelink dynamic links with platform-specific deep linking (iOS/Android), social previews, and UTM tracking

A lightweight, AI-powered end-to-end testing framework for CI workflows. Requires an OpenAI API key.

Train a Linear Regression model by uploading a CSV dataset file, demonstrating an end-to-end machine learning workflow.

Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine.

A Model Context Protocol (MCP) server that provides link checking capabilities using linkinator. This allows AI assistants like Claude to scan webpages and local files for broken links.

A Node.js middleware that allows AI agents to interact with Lisp-based systems using the Lisply protocol.

Interact with the Liveblocks REST API to manage rooms, threads, comments, and notifications, with read access to Storage and Yjs.

Benchmark LLM APIs for throughput and Time To First Token (TTFT) under various concurrency levels.

Real-time LLM/VLM model comparison with benchmarks, pricing, and personalized recommendations from 5 data sources. No API key required.

Share code context with LLMs via Model Context Protocol or clipboard.

A Ruby gem for integrating Large Language Models (LLMs) via the Model Context Protocol (MCP) into development workflows.

An MCP server with an LLMling backend that uses YAML files to configure LLM applications.

Access and read llms.txt documentation files for various Large Language Models.

Laravel MCP server that exposes API routes, controllers, FormRequest validation rules, and response schemas to AI agents

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.

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.

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

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.

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

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

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

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.

Generate and manipulate AI videos and images using Luma AI's Dream Machine API.

Provides access to coding rules and examples for your projects.

A server for integrating with MagicPod, an AI-powered test automation platform.