Discover Awesome MCP Servers

Agent Module

Agent-native knowledge infrastructure. Deterministic, vertical-specific knowledge bases for autonomous agent consumption via MCP. Ethics modules mapped to EU AI Act articles. Free 24-hour trial.

MCP Server for SAP OData v4

Exposes SAP OData v4 actions as AI-callable tools, enabling natural language scheduling of background jobs.

Chisel

Reduce context usage on file use. Send only unified diffs instead of full files (up to 20-100× fewer tokens), and read large files with targeted grep/sed instead of full reads (up to 500×). Kernel-enforced path confinement hard-locks the agent to a configured root: no accidental reads or writes outside scope. Standalone for your file access or embed in any MCP server (Rust, Node.js, Python via

mcp-postgresql

A production-oriented MCP server for PostgreSQL that exposes database operations like query execution, schema introspection, and table metadata to MCP clients such as Claude Desktop and VS Code.

academic-figures-mcp

A multi-step academic figure agent harness that enables AI agents to plan, generate, evaluate, and iterate publication-grade figures from sources like PMIDs, preprints, or freeform briefs.

TestRail MCP Server

Integrates TestRail with Claude Code to enable AI-assisted test management workflows, including project, suite, test case, test run, and result operations.

SearchAPI MCP Server

MCP server that provides standardized access to Google Maps, Flights, Hotels, and other search services, enabling AI assistants to perform various searches.

Directus Content MCP Server

Enables Directus users to interact with their data in LLMs, allowing content editors and data analysts to manage content, query collections, and perform data operations using natural language.

Minerva

Manages skills and profiles on disk and probes companion tools (bob, cortex, mcphub, etc.) over stdio MCP, enabling library operations and stack readiness checks.

mailplug-jandi-mcp

MCP server for Mailplug email workflows and JANDI notifications, providing tools to build and send JANDI messages via webhook.

GoHighLevel MCP Server

A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providing 269+ tools for contact management, messaging, calendar, sales, and automation.

agenticflow

Self-hosted MCP gateway that connects productivity tools like Jira, Confluence, and Obsidian to AI assistants via a single endpoint.

EdgeBox

A local sandbox that provides AI agents with code execution, filesystem access, and a full GUI desktop environment for 'computer use' capabilities. It exposes tools for shell commands, multi-language code interpretation, and remote desktop automation via the Model Context Protocol.

Pixabay MCP Server

Enables AI assistants to search for and retrieve images, illustrations, and videos directly from Pixabay. It provides specialized tools for discovering diverse media content like photos and animations using the Pixabay API.

Bitwig MCP Server

An MCP server that enables AI-powered music production by allowing Claude to control Bitwig Studio, including transport, mixer, and device controls.

MCP Weather Server

A production-grade Model Context Protocol server that provides real-time weather data and 5-day forecasts using the Open-Meteo API. It offers comprehensive meteorological metrics supported by Redis caching and built-in performance monitoring tools.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright tools for web automation tasks like navigation, typing, clicking, and taking screenshots.

cdp-bridge

Connects MCP clients to real browser sessions via a Chromium plugin, enabling LLMs to read, scan, automate, and navigate web pages using the user's existing browser state.

mcp-vods

Enables AI to search for video streaming URLs and play them directly on Xiaomi TV or other Android TVs. Supports custom configurations for multiple devices.

ows-mcp-wallet

Enables AI agents to check balances and send transactions across multiple blockchains with automatic spending limit protection and policy enforcement.

Strapi Content MCP

Enables AI assistants to interact directly with Strapi v5 CMS content through full CRUD operations, media uploads, and content type exploration using Strapi's Document Service API.

boilerforge

Architecture governance MCP server for AI-built codebases, enabling health checks, template management, and project scaffolding with migration support.

Sauce Labs MCP Server

Enables AI assistants to interact with Sauce Labs testing platform through natural language, providing access to device cloud management, test job analysis, build monitoring, and testing infrastructure insights. Supports both Virtual Device Cloud (VDC) and Real Device Cloud (RDC) with comprehensive test analytics and team collaboration features.

GoHighLevel MCP Server

Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categories for complete contact management, messaging, sales pipeline automation, e-commerce operations, and business management through natural language.

@linklee/mcp-server

MCP server for Linklee that enables creating short links, listing links, getting click analytics, and managing workspace tags.

MinerU Document Explorer

Enables AI agents to search, deep-read, and build knowledge bases from Markdown, PDF, DOCX, and PPTX documents via MCP tools for retrieval, document navigation, and ingestion.

grok-search-mcp

MCP server that enables coding agents to search X/Twitter and the web through the local Grok CLI, providing better search results than default Codex or Claude search without requiring an API key.

Brown Courses MCP Server

Enables searching Brown University courses, getting detailed course info, and checking schedule conflicts via natural language, using the university's public course catalog API.

godot-mcp

Enables AI assistants to interact with the Godot game engine, including launching the editor, running projects, capturing debug output, and managing scenes.

Biomolecule Modeling MCP Server

Enables AI assistants to clean PDB structures and run initial-stage energy relaxation for biomolecular modeling. It provides a structured workflow for preparing structures before production molecular dynamics or coarse-graining pipelines.