Discover Awesome MCP Servers

ontoloom

MCP server for building and exploring OWL 2 ontologies using AI agents, with tools for axiom management, structural pattern matching, and persistent selections.

DoiT MCP Server

DoiT 公式 MCP サーバー

command-map-mcp

Provides a structured map of 120 practical AI prompts across 6 business domains, enabling users to quickly generate complete prompts for specific tasks using slash commands or tools.

medical-codes

Search medical codes including ICD-10, LOINC, and clinical terms for conditions, procedures, and drugs via natural language queries.

google-calendar-mcp

A production-ready MCP server that lets AI assistants interact with your personal Google Calendar using the Google Calendar API and OAuth 2.0.

Materials Project MCP

A tool for querying and analyzing materials data from the Materials Project database using natural language prompts, enabling materials scientists to explore properties, structures, and compositions of materials through conversational interfaces.

22B Interior Planning Master MCP

Enables interior planning for Korean apartments by converting natural language briefs into floorplans, estimates, quotes, proposals, schedules, and AI-generated renders.

Koinar Biblical AI

A retrieval-grounded Bible study assistant that uses verified databases to provide scripture citations, never generated by a model, with gated access and audit logging.

graphql-to-mcp

Turn any GraphQL API into MCP tools. Zero config, zero code. Auto-introspection, flat InputObject schemas for better LLM accuracy, smart truncation, retry logic with exponential backoff.

Website to Markdown MCP Server

Fetches website content and converts it to Markdown format with AI-powered content cleanup, ad removal, and full OpenAPI/Swagger specification support for easy processing by AI assistants.

github-mcp

Enables AI assistants to interact with GitHub repositories, issues, pull requests, and content via the Model Context Protocol.

Engram

An agent-agnostic memory layer that captures, reviews, and recalls facts from any coding agent, storing them locally as plain Markdown and speaking the Model Context Protocol.

University Course Catalog MCP Server

MCP server exposing a university course catalog with tools for searching courses, looking up prerequisites and instructors, and generating prerequisite graphs, plus resources and a prompt template for AI academic advisors.

mcp-email-search-server

Enables AI agents to search and retrieve emails from Yahoo accounts using keywords, folder, date range, and attachment filters.

Apple RAG MCP

Provides AI agents with instant access to official Apple developer documentation, Swift programming guides, design guidelines, and Apple Developer YouTube content including WWDC sessions. Uses advanced RAG technology with semantic search and AI reranking to deliver accurate, contextual answers for Apple platform development.

Databricks MCP Server

Enables LLM-powered tools to interact with Databricks clusters, jobs, notebooks, SQL warehouses, and Unity Catalog through the Model Completion Protocol. Provides comprehensive access to Databricks REST API functionality including cluster management, job execution, workspace operations, and data catalog operations.

MJC MCP Server

MCP server enabling AI assistants to query Myongji College data, including real-time library seat availability, campus notices, department lists, and course search (with user login). All tools are read-only and can be composed to answer complex campus-related questions.

Bankr Industrial Customs MCP

MCP server for international trade operations focused on Kazakhstan/EAEU/Central Asia routes, providing tools for landed cost calculation, HS classification, Incoterms guidance, logistics estimation, and currency conversion.

MelviChat MCP Server

Enables AI clients like Cursor and Claude Desktop to interact with the MelviChat platform through the Model Context Protocol. It provides a standardized interface for consuming MelviChat API services within AI development tools.

X-Ways MCP

Enables triage, installation validation, and controlled automation of X-Ways Forensics and related tools through structured MCP tools for agents.

ADA Turbo

Provides a complete agency operating system with 20+ roles (strategy, creative, marketing, etc.) accessible via MCP and includes a Pixel Office visualizer for interactive simulation.

Flutter MCP

A real-time server that provides Flutter/Dart documentation and pub.dev package information to AI assistants, ensuring they generate accurate and up-to-date Flutter code.

openrpc-mpc-server

A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC.

AFL++ MCP server

Enables users to interact with AFL++ for fuzzing workflows, including creating workspaces, instrumenting targets, starting/stopping fuzzing jobs, and triaging findings.

bearing-local-business

Enables AI agents to query a local bakery's hours, menu, custom-order availability, and submit demo inquiries through a clean MCP interface.

Anycast MCP Server

Enables AI assistants to manage agents, webhooks, and P2P connectivity on the Anycast network, allowing operations like listing agents, creating tokens, and viewing connection stats.

LinkedIn MCP Server

Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly from MCP-compatible clients like Claude.

MCP-Server de Mapas Mentais

A Python application that automatically generates different types of mind maps (presentation, comparison, beginner/intermediate content, problem analysis, and review) to help organize ideas visually through Claude Desktop integration.