Discover Awesome MCP Servers

Markdown RAG

A Retrieval Augmented Generation system that enables AI assistants to perform semantic searches and manage document indices for markdown files. It supports PostgreSQL with pgvector and integrates both Google Gemini and Ollama for intelligent embedding generation.

phi-guard-mcp

MCP server and CLI for detecting, redacting, and auditing PHI in medical text before it is sent to AI agents, with tools for scan, redact, audit, and validate operations.

pagewatch-mcp

MCP server that provides read_page, screenshot, and pdf tools using a real browser, enabling agents to fetch clean markdown, screenshots, and PDFs from any URL.

Remote MCP Server (Authless)

Enables deployment of Model Context Protocol servers on Cloudflare Workers without authentication requirements. Provides a template for creating custom MCP tools that can be accessed remotely via SSE endpoints and integrated with Claude Desktop or Cloudflare AI Playground.

Mealie MCP Server

Enables LLMs to save recipes directly to a Mealie instance by converting schema.org/Recipe format and handling the Mealie API workflow automatically.

ServiceNow MCP Server

An implementation that enables Claude to connect to ServiceNow instances, retrieve data, and perform actions through the ServiceNow API.

Fusion360 LLM Assistant

Enables natural language 3D modeling in Fusion 360 through an MCP server that translates user commands into Fusion 360 API calls. Supports creating, editing, and managing 3D objects, executing Python code, and capturing model views through conversational interactions.

mcp-git

Enables Git repository interaction and automation via LLMs, providing tools to read, search, and manipulate Git repositories.

sql-mcp

Provides read-only SQL Server access via MCP tools and a chat interface for natural-language database queries.

ProjectMemory

A proof-of-concept MCP server for security research demonstrating a multi-phase parasitic attack that disguises itself as a legitimate project memory tool while profiling users and executing cross-server shadowing attacks.

mcp-qiskit

MCP server exposing Qiskit quantum computing functionality through the Model Context Protocol. Enables LLMs to create, manipulate, and execute quantum circuits via standardized MCP tools and resources.

grok-imagine-mcp

Enables AI image and video generation tasks (text-to-image, image-to-video, edit, upscale, etc.) via RunAPI, with support for polling and pricing lookups.

NCERT MCP

An MCP server that turns the entire NCERT/CBSE curriculum into queryable infrastructure, enabling semantic search, RAG explanations, question generation, and curriculum mapping for grades 1–12.

this-needs-a-call

Self-host a realtime voice-call companion for coding agents. Exposes an MCP endpoint that agents can poll as an alternate input stream.

Merovingian MCP Server

Enables AI agents to map cross-repository dependencies, detect breaking changes in API contracts, and assess impact across services.

TaskMesh MCP Server

Enables AI IDEs to interact with TaskMesh task management and time tracking APIs through secure, scoped access tokens.

Taranis NG MCP

Enables AI assistants to work with Taranis NG OSINT platform through a typed, safety-oriented interface over its REST API, covering collection, analysis, reporting, and administration workflows.

marc-andre-mcp

A gateway MCP server that exposes selected marc-andre-app functions to Claude in risk tiers, featuring dual authentication, caching, and a kill switch. It requires persistent hosting and is currently stubbed until the backend routes are implemented.

Yougile MCP Server

Enables AI agents and developer tools to interact programmatically with Yougile workspace, supporting project, task, user, board, and column management through natural language.

NAS MCP n8n Bridge

Splits the live Nas.com MCP catalog into 24 product-scoped n8n workflows, enabling focused agent interactions with specific business, product, and marketing tools.

Calendly MCP Server

An MCP server that connects Claude Desktop and Claude Code to your Calendly account, enabling natural-language scheduling management.

Freshservice MCP Server

A comprehensive MCP server that provides 159 tools for interacting with the Freshservice ITSM platform, covering modules such as tickets, assets, and project management. It enables users to manage service desk operations and configuration through the Model Context Protocol.

labnana-mcp

MCP server for generating and editing images via Labnana's API, supporting models like Gemini image models, GPT-Image-2, Wan2.7, and Seedream.

mcp-for-programmer

A Model Context Protocol server that helps programmers understand code by providing explanations, tech stack analysis, and best practice suggestions through prompt templates.

Agent Vault

Human-in-the-loop secret access for AI coding agents, enabling approval workflow for password manager secrets via MCP.

servicenow-mcp-agent

Provides ServiceNow ITSM tools (incidents, knowledge, CMDB, user lookups) to AI agents, with an evaluation harness that measures tool-selection accuracy, task completion, and latency.

Yomitan MCP Server

Provides AI agents with direct access to local Yomitan dictionary databases for offline Japanese vocabulary lookups, kanji searches, and sentence tokenization. It leverages the Yomitan browser extension's API to enable rich dictionary interactions and Anki flashcard field generation.

MCP Utils Server

An experimental MCP server offering calculator, GitHub repository fetching, a movie database resource, and JavaScript code review capabilities. Designed for learning and compatible with Cursor and Claude Desktop.

CJ MCP Server

Provides comprehensive access to the Commission Junction affiliate network API for both publishers and advertisers. It enables users to manage affiliate links, track commissions, search for products, and handle order conversions through natural language interfaces.