Awesome MCP Servers

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

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

Inspect schemas and execute queries on Kuzu databases.

A distributed memory bank MCP tool that stores memories in a KùzuDB graph database, with repository and branch filtering capabilities.

A server for comprehensive KYC verification using the SurePass API, supporting document verification, OCR, and face verification.

Data intelligence platform - query your database in natural language, build dashboards, and set up automated alerts that monitor your metrics 24/7.

A template for deploying a remote, authentication-free MCP server on Cloudflare Workers.

AI-powered theatrical lighting design for the LacyLights system.

LambdaTest MCP Servers ranging from Accessibility, SmartUI, Automation, and HyperExecute allows you to connect AI assistants with your testing workflow, streamlining setup, analyzing failures, and generating fixes to speed up testing and improve efficiency.

Loads and validates LAML (YAML-based markup language) documents via the Model Context Protocol.

Interact with on-disk documents using agentic RAG and hybrid search via LanceDB.

A vector database server for storing, searching, and managing vector embeddings.

Vector search using the LanceDB vector database and Ollama embedding models.

A containerized MCP server for LanceDB vector search, featuring hybrid processing with Gemini and Ollama.

A document question-and-answer server powered by Langflow.

Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.

A deep search server powered by LangGraph and the Google Gemini API.

An MCP server for fetching conversation history and prompts from the LangSmith observability platform.

MCP Language Server gives MCP enabled clients access to semantic tools like get definition, references, rename, and diagnostics.

⚡ Boost Requirement Analysis Efficiency by 200%! The World's First Team Collaboration MCP Server Designed for the AI Coding Era. Automatically analyzes requirements, generates full-stack code, and downloads design assets.

An MCP server for lapras.com, providing access to career-related tools.

Translate text with language detection, context-awareness, and translation memories using the Lara Translate API.

Laravel Boost is an MCP server equipped with over 15 specialized tools designed to streamline AI-assisted coding workflows.

Introspects Laravel codebases to provide structured information about views, routes, classes, and models using the mateffy/laravel-introspect package.

Search and access Laravel documentation from version 6.x onwards, with automatic daily updates.

Manage Laravel Forge servers and sites using the Forge API.

An MCP server for Laravel applications to connect with AI assistants using the MCP protocol.

A Laravel package for building secure Model Context Protocol servers with real-time communication using SSE.

Your AI coding agent asks you questions and requests approvals via Slack — so you can respond from your phone, while AFK

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

Converts LaTeX source code into professionally formatted PDF documents.

Converts LaTeX mathematical expressions to MathML format using MathJax-node.