MCP Servers for LLM

A high-throughput and memory-efficient inference and serving engine for LLMs

The definitive Web UI for local AI, with powerful features and easy setup.

Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App

just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

A powerful Neovim plugin for managing MCP (Model Context Protocol) servers

A framework for writing MCP (Model Context Protocol) servers in Typescript

HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.

A Model Context Protocol server for Excel file manipulation

Talk with your AWS using Claude. Model Context Protocol (MCP) server for AWS. Better Amazon Q alternative.

.NET implementation of the Model Context Protocol (MCP)

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

simple web ui to manage mcp (model context protocol) servers in the claude app

A working pattern for SSE-based MCP clients and servers

A Model Context Protocol (MCP) server for interacting with Twitter.

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

MCP for calling Siri Shorcuts from LLMs

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms

An MCP server that provides LLMs with the latest stable package versions when coding

ClickUp MCP Server - Integrate ClickUp task management with AI through Model Context Protocol

A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn's Feeds and Job API.

Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure, token-aware tools for seamless knowledge base management through a standardized interface.

A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language.

An MCP server that provides LLMs with efficient access to package documentation across multiple programming languages

Compiler-driven MCP framework for Kotlin Multiplatform

mkinf SDK to interact with mkinf hub MCP servers

Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.

A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content.

An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling.

MCP Web UI is a web-based user interface that serves as a Host within the Model Context Protocol (MCP) architecture. It provides a powerful and user-friendly interface for interacting with Large Language Models (LLMs) while managing context aggregation and coordination between clients and servers.

A Go implementation of the Model Context Protocol (MCP) - an open protocol that enables seamless integration between LLM applications and external data sources and tools.

✨ mem0 MCP Server: A modern memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.

A ready-to-use MCP (Model Context Protocol) server template for extending Cursor IDE with custom tools. Deploy your own server to Heroku with one click, create custom commands, and enhance your Cursor IDE experience. Perfect for developers who want to add their own tools and commands to Cursor IDE without complex setup.

A Model Context Protocol (MCP) server to provide git tools for LLM Agents

An MCP server that provides LLMs access to other LLMs

A Model Context Protocol server for Linear.

🔍 MCP server that lets you search and access Svelte documentation with built-in caching

A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.

Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.

An MCP server to allow you to debug webpages using LLMs

A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.

Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows Claude App etc

A Model Context Protocol server for Jira.

Easy-to-use MCP server framework specialized for SSE.

Easy MCP (Model Context Protocol) servers and AI agents, defined as YAML.

Model Context Protocol Server for NebulaGraph 3.x

An advanced MCP server for Home Assistant. 🔋 Batteries included.

MCP is a command-line tool and local UI for discovering, installing and managing Model Context Protocol servers.

A central registry and HTTP interface for coordinating Model Context Protocol (MCP) servers.

Unity Catalog AI Model Context Protocol Server

makes the jewish library accessible to LLMs through the MCP protocol

Model Context Protocol (MCP) server for LinkedIn API integration

Chat with any codebase with a single command

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.

MCP Server for Apache Airflow

A Go implementation of an MCP (Model Context Protocol) server tools

A Model Context Protocol server providing LLM Agents with system utilities and tools, including IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation.

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and Cline AI as well.

Docs page for mcp-framework

MCP Hub is a open source hub for easily publishing and managing resources that implement the Model Context Protocol, enabling standardized API for LLM integrations with platforms like GitHub, Notion, and Jira.

Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.

MCP server for graph representation of a codebase

Rube is a Model‑Context‑Protocol (MCP) server built on the Composio integration platform. It connects AI chat tools to more than 500 business and productivity applications – things like Gmail, Slack, Notion, GitHub, Linear, Airtable, and many others. Once installed, you can ask your AI tool to perform everyday tasks (e.g. “send an email to the latest customer,” “create a Linear issue,” “update my Notion database,” or “post an update to Slack”) and Rube will securely talk to the relevant apps on your behalf. Instead of writing complex API integrations yourself, you just tell your AI assistant what you want to do.

An open source Model Context Protocol (MCP) for Salesforce

Privacy-focused macOS MCP server for secure, user-approved window screenshots

Create, backtest, and execute trades directly in one chat box. The Composer MCP Server gives LLMs the power to backtest investment ideas and execute automated trading strategies. Trade across stocks, ETFs, and crypto directly in Claude.

Access your personal health data, sleep stats, location, calendar, and more securely through Context by Fulcra!

Official CoinGecko API MCP Server for Crypto Price & Market Data, across 200+ blokchain networks and 8M+ tokens.

Website Generator enables AI to create complete, editable websites from simple prompts, returning links to view and customize the site without requiring technical expertise.

For Quant Connect

A comprehensive and efficient MCP server for task management with multi-format support (Markdown, JSON, YAML)

XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep

MCP Server for Appfolio Property Management Reporting API

mcp-whoisxmlapi bridges the gap between AI assistants and comprehensive domain intelligence by providing several specialized tools for domain, IP, and DNS analysis, secure token-based authentication for API access, multiple usage options including Docker and native binaries, and flexible integration supporting both stdio and Server-Sent Events (SSE) modes.

A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more.

Software Pricing Intelligence

Unified Context Layer (UCL) is a multi-tenant Model Context Protocol (MCP) server that enables AI agents, automation platforms, and applications to connect to over 1,000 SaaS tools—such as Slack, Jira, Gmail, Shopify, Notion, and more—via a single standardized /command endpoint.

Model Context Protocol (MCP) implementation in Go

Enable code assistant LLMs such as Claude Code and Cursor to interact with Xcode, building your project the same way you do, and returning build results or errors back to the LLM, to greatly increase productivity whenever you are working with an iOS, macOS, tvOS, watchOS or visionOS project or Swift Package - or any time you'd normally be using Xcode.

A MCP server that provides access to Apple Shortcuts functionality

This MCP server provides access to real-time water data from the USGS Water Services API. It allows you to fetch instantaneous water measurements including stream flow, gage height, temperature, and other water quality parameters from thousands of monitoring stations across the United States.

MCP Server for providing read only access to your shell prompt

Crawlbase MCP is a Model Context Protocol (MCP) server that bridges AI agents and LLMs with real-time web data. It powers integrations with Claude, Cursor, and Windsurf using Crawlbase’s battle-tested web scraping, JavaScript rendering, and anti-bot protection.