Discover Awesome MCP Servers

GitLab MCP Server

Enables LLMs to interact with GitLab via MCP, providing access to issues, merge requests, pipelines, and repository files for browsing, searching, and reading details.

contextsliver

An MCP server that indexes codebases into a local graph and provides on-demand context retrieval for AI coding agents, reducing token usage by tracking session history and delivering only relevant code subgraphs.

Netmiko MCP Server

Enables management of network devices via SSH using Netmiko, supporting command execution, configuration management, and concurrent operations across multiple vendors.

Verified Numbers

Current, source-cited US federal tax constants and freelancer calculators for tax year 2026, including the July 1 mid-year mileage change. Every response carries its IRS/SSA primary source and a last-verified date; refuses rather than guesses.

business-central-mcp

MCP server that gives AI assistants direct access to Microsoft Dynamics 365 Business Central via its native WebSocket protocol, enabling page operations, data reading/writing, actions, search, reports, and more.

@striderlabs/mcp-statefarm

Enables AI agents to interact with State Farm insurance for quotes, policy management, claims, payments, and more.

memorylens-mcp

MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemory

MCP SOP Server

Enables AI agents to search and retrieve Standard Operating Procedures using semantic search with Italian language support, powered by ChromaDB and RAG for intelligent document retrieval from categorized SOP collections.

livechat-mcp

Enables continuous voice conversation with AI coding assistants by locally transcribing speech with Whisper and delivering utterances as text prompts.

Sibyl

MCP server for Google's Gemini API, enabling text, image, video, speech, embeddings, and deep research capabilities through a single tool set.

Remote MCP Server on Cloudflare (Authless)

Enables the deployment of remote Model Context Protocol servers on Cloudflare Workers without requiring authentication. It allows users to integrate custom tools into AI clients like Claude Desktop or the Cloudflare AI Playground via Server-Sent Events.

TradingView MCP Bridge

Enables AI agents to read and control TradingView Desktop charts in real time, supporting chart analysis, Pine Script development, alerts, replay practice, and multi-pane automation.

MCP Easy Copy

A Model Context Protocol server that automatically reads the Claude Desktop configuration file and presents all available MCP services in an easy-to-copy format at the top of the tools list.

sponsored-code-mcp

Enables managing Sponsored Code ad campaigns, viewing analytics, and controlling campaign status directly from chat.

Build Unblocker MCP

A Model-Context-Protocol server for Cursor IDE that monitors and terminates hung Windows build executables (like cl.exe, link.exe, msbuild.exe) when they become idle.

Cluster Execution MCP Server

Enables cluster-aware command execution and automatic task routing across distributed nodes based on system load, architecture, and OS requirements. It supports parallel execution, remote node management via SSH, and dynamic load balancing for agentic workflows.

mitre-mcp

Exposes the MITRE ATT\&CK framework to LLMs and AI assistants via the Model Context Protocol, enabling querying of techniques, tactics, groups, software, and mitigations.

fontforge-mcp

Exposes FontForge as MCP tools for designing, repairing, and building fonts, with PNG previews to visually verify glyphs and compiled fonts.

Städel Museum MCP Server

This server enables AI models to access the Städel Museum's digital collection via OAI-PMH, allowing harvesting of records, retrieval of multilingual metadata, and fetching of high-resolution images.

mcp-server-hub

A production-ready MCP server suite for AI agent tool integration, providing five composable tool modules: code analysis, web scraping, file operations, API integration, and data transformation.

infra-advisor-mcp

Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO for AI workloads using deterministic calculators.

mcp-iva-mcu

Enables AI agents to manage video conferencing through the IVA MCU platform, including conferences, chats, users, and integrations via Clients, Integration, and Bot APIs.

mellos-mapping

MCP server that provides a live, terminal-native layered dependency map for AI coding assistants, with tools to track and visualize development progress in real time.

Readwise MCP HTTP Server

Enables searching and accessing Readwise highlights and documents through HTTP endpoints using the Model Context Protocol. Provides vector and full-text search capabilities with streaming responses for retrieving reading highlights and notes.

Cariot MCP Server

Enables querying Cariot APIs for fleet management data, including alcohol checks, daily reports, drivers, vehicles, and realtime snapshots, with utility for generating chart configurations.

Ask Helena

Official public, read-only Helena Bioinformatics MCP for source-cited answers about the company and its published products.

Garmin Health MCP Server

This MCP server provides read-only access to your local Garmin Connect history, enabling Claude to query workouts, sleep, training load, fitness scores, records, and gear via natural language. It uses a sync script to pull data into a local SQLite database, ensuring privacy and offline operation.

interactive-mcp

A Node.js/TypeScript MCP server that facilitates interactive communication between LLMs and users, allowing AI assistants to request user input, display notifications, and manage command-line chat sessions.