Discover Awesome MCP Servers

Mattermost MCP Server

A Model Context Protocol server that enables Claude to interact with Mattermost instances, supporting post management, channel operations, user management, and reaction management.

Remote MCP Server on Cloudflare

Enables deploying a remote MCP server on Cloudflare Workers with OAuth login, supporting SSE transport for tools like math operations, and connecting to clients such as Claude Desktop.

Remote MCP Server on Cloudflare

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication and SSE transport. Demonstrates how to create remote MCP servers that can be accessed by Claude Desktop and other MCP clients over HTTP.

CAILculator MCP Server

MCP server for high-dimensional algebraic structure analysis, enabling AI agents to compute within sedenion and higher Cayley-Dickson algebras using formally verified transforms.

claude-for-abap

MCP server giving Claude (and any MCP-compatible client) live access to SAP systems via ADT for reading, searching, editing, and activating ABAP objects.

Mcp Server Js

An MCP (Model Context Protocol) server that enables ✨ AI platforms to interact with 🤖 YepCode's infrastructure. Turn your YepCode processes into powerful tools that AI assistants can use 🚀

GlossModMCP

为Claude和其他LLM应用提供3DM Mod网站的数据访问能力，让用户可以通过自然语言查询和获取Mod信息。

Monobank MCP Server

Enables interaction with Monobank personal accounts through MCP tools to fetch client information, account details, and transaction statements for specified time periods.

fastapi-mcp-inspect

Mounts an MCP server onto FastAPI to let AI agents inspect routes, endpoints, and schemas at runtime.

Tesy 56 MCP Server

Provides AI agents and LLMs access to the Tesy 56 API through standardized MCP tools for seamless integration and interaction with Tesy 56 endpoints.

FastMCP MySQL Server

A secure and efficient MCP server for MySQL database operations, enabling LLMs to execute SQL queries with read-only access by default and optional write permissions.

powerbi-mcp

Enables discovery of Power BI workspaces and datasets, retrieval of semantic model definitions (TMDL), and execution of DAX queries through the Power BI and Microsoft Fabric REST APIs, using MSAL/WAM authentication for secure token caching.

x402-fetch-mcp

MCP server that enables AI agents to automatically pay for and access paywalled content via the x402 payment protocol.

notebooklm-codex

Enables Codex to interact with Google NotebookLM, allowing it to list notebooks, add sources, ask questions, and generate audio overviews.

staruml-controller-erd-mcp

An MCP server for AI assistants to programmatically create and manage Entity-Relationship Diagrams in StarUML, including full CRUD operations and PostgreSQL DDL generation.

DillyDallyMCP

A basic Model Context Protocol server template ready for Dedalus deployment, demonstrating MCP server structure with a simple integer addition tool.

VibeTape MCP Server

Captures key development moments, enables multi-agent traceability, provides intelligent context curation, and facilitates seamless agent-to-agent handoffs.

fastmcp-endpoint-toolsets

A single FastMCP server that exposes multiple URL-scoped tool groups, allowing agents to access only relevant tools via separate endpoints, reducing context bloat and token costs.

autoicd-mcp

MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM diagnoses, search 74,000+ codes, and de-identify PHI via the AutoICD API.

codebase-mcp

Enables AI agents to semantically search and navigate code repositories using natural language, with support for multiple repos, incremental indexing, and no local install needed.

RecourseOS

MCP server that evaluates Terraform plans, shell commands, and tool calls to assess recoverability and risk before execution, enabling safe AI agent actions.

Groundhog Day MCP Server

An MCP server that enables interaction with the Groundhog Day API, auto-generated using AG2's MCP builder to facilitate multi-agent conversations with this service.

Knowledge Assistant MCP Server

A multi-agent RAG MCP server that answers questions from your documents with a human-in-the-loop approval step, using a coordinator, retriever, and synthesizer agents.

serper-discover-mcp

Korean-aware Google search and place discovery server using Serper API. Features include web search, Naver blog/cafe search, and a unique discover_places tool that generates queries from Korean area and category to extract place names.

Advanced Trello MCP Server

An enhanced Model Context Protocol server providing comprehensive integration between Trello and Cursor AI with 40+ tools covering multiple Trello API categories for complete project management.

Context Sync

An open-source memory layer that provides persistent project context and architectural history for AI development tools across multiple platforms and sessions. It enables AI assistants to maintain a shared understanding of codebases while integrating directly with services like Notion for documentation management.

Solution Memory MCP Server

跨项目问题解决方案记忆系统，自动捕获和搜索解决方案，支持混合搜索和离线存储。

MCP Server Knowledge Engine

Transforms PDF collections into a searchable knowledge base using TF-IDF indexing and proximity matching. It enables users to search documents, retrieve specific page content, and manage document libraries through natural language via MCP clients.

project-memory-mcp

Stores manual project memories, enables semantic retrieval, and tracks per-memory confidence using PostgreSQL with pgvector and OpenAI-compatible embeddings.