Discover Awesome MCP Servers

Krep MCP Server

A high-performance string search utility with Model Context Protocol integration that enables AI assistants to perform efficient pattern searching in files and strings.

Scast

Converts code into UML diagrams and flowcharts through static analysis, enabling visualization of code structure and explanation of functionality.

DeepView MCP

A Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's extensive context window.

Code Summarizer

Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.

MCP Server for RSS3

An MCP server implementation that integrates the RSS3 API, allowing users to query data from decentralized chains, social media platforms, and the RSS3 network through natural language.

memos-mcp-server

A MCP(Model Context Protocol) server for Memos.

IDA Pro MCP Server

A Model Context Protocol server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks.

vrchat-mcp-osc

Provides a bridge between AI assistants and VRChat, enabling AI-driven avatar control and interactions in virtual reality environments through the Model Context Protocol.

LLMling

Easy MCP (Model Context Protocol) servers and AI agents, defined as YAML.

Jira MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with Jira, allowing for project management tasks such as listing projects, searching issues, creating tickets, and managing sprints through natural language queries.

AgentCraft MCP Server

Integrates with the AgentCraft framework to enable secure communication and data exchange between AI agents, supporting both premade and custom enterprise AI agents.

mcp-excalidraw

A Model Context Protocol server that enables LLMs to create, modify, and manipulate Excalidraw diagrams through a structured API.

MCP SSE demo

demo of MCP SSE server limitations using the bun runtime

MCP SSH Server for Windsurf

MCP SSH server for Windsurf integration

mcp-server-cli

Model Context Protocol server to run shell scripts or commands

Notion MCP Server

A Model Context Protocol server that provides a standardized interface for AI models to access, query, and modify content in Notion workspaces.

Backstage MCP

A simple backstage mcp server using quarkus-backstage

filesystem

A Model Context Protocol server that extends AI capabilities by providing file system access and management functionalities to Claude or other AI assistants.

OpenAPI MCP Server

This tool creates a Model Context Protocol (MCP) server that acts as a proxy for any API that has an OpenAPI v3.1 specification. This allows you to use Claude Desktop to easily interact with both local and remote server APIs.

reddit-mcp

MCP server for reddit.

MCP Server Gateway

A gateway demo for MCP SSE Server

Linear MCP Server

A server that allows AI assistants to access and retrieve Linear ticket data through the Model Context Protocol (MCP) standard, currently focused on fetching a user's todo tickets.

Kafka MCP Server

Enables AI models to publish and consume messages from Apache Kafka topics through a standardized interface, making it easy to integrate Kafka messaging with LLM and agent applications.

➡️ browser-use mcp server

An MCP server that enables AI assistants to control a web browser through natural language commands, allowing them to navigate websites and extract information via SSE transport.

openpyxl_mcp_server

A thin wrapper around the OpenPyXl Python library that exposes Excel file operations as a Model Context Protocol (MCP) server, allowing Claude and other MCP clients to fetch and analyze data from Excel files.