Discover Awesome MCP Servers

mcp-helper-tools

Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system network functions.

MCP LLMS.txt Explorer

A server that helps discover and analyze websites implementing the llms.txt standard, allowing users to check if websites have llms.txt files and list known compliant websites.

Encoding DevOps MCP Server

AI-powered assistant that connects Claude to video encoding workflows, translating cryptic errors into plain English and providing actionable solutions for troubleshooting encoding jobs.

Chain of Draft (CoD) MCP Server

Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.

MCP Toolbox

A comprehensive toolkit that enhances LLM capabilities through the Model Context Protocol, allowing LLMs to interact with external services including command-line operations, file management, Figma integration, and audio processing.

mcp-youtube-sheets

Provides functionality to search YouTube videos and automatically save the results to Google Sheets.

Linear MCP Integration Server

Enables AI models to interact with Linear for issue tracking and project management through capabilities like creating/searching issues, managing sprints, and retrieving workflow states.

MCPunk

Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions.

Python Jira MCP Server

A server implementation that allows AI models to interact with Jira through the Model Context Protocol, enabling tasks like JQL searches and retrieving issue details.

AWS Resources MCP Server

A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

GitHub Projects MCP Server

Enables users to interact with GitHub's Projects v2 API through natural language for Agile project management, supporting repository details, issue tracking, and project board management operations.

Remote-MCP Server

Enables type-safe, bidirectional communication with Model Context Protocol services, allowing centralized management of model contexts over HTTP.

unichat-ts-mcp-server

Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required. Both STDIO and SSE transport mechanisms are supported via arguments.

MCP Server Template for Cursor IDE

A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.

Dify Workflows MCP Server

A TypeScript implementation of a Model Context Protocol (MCP) server that exposes Dify workflows as tools for AI systems to interact with.

Metaplex MCP Server

The Metaplex MCP Server facilitates access to Metaplex documentation and repository details, enabling users to search and interact with various Metaplex resources through the MCP protocol.

Redash MCP Server

Model Context Protocol (MCP) server that integrates Redash with AI assistants like Claude, allowing them to query data, manage visualizations, and interact with dashboards through natural language.

Ghost MCP Server

Integrates with the Ghost Admin API to allow programmatic management of Ghost CMS features, including posts, pages, tags, authors, members, and image uploads, providing efficient content management capabilities.

MCP Atlassian

An MCP server that enables AI agents to interact with Atlassian products (Confluence and Jira) for content management, issue tracking, and project management through a standardized interface.

FastMCP

FastMCP is a comprehensive MCP server allowing secure and standardized data and functionality exposure to LLM applications, offering resources, tools, and prompt management for efficient LLM interactions.

protonmail-mcp

This MCP server provides email sending functionality using Protonmail's SMTP service. It allows both Claude Desktop and Cline VSCode extension to send emails on your behalf using your Protonmail credentials.

Crew AI MCP Server

Enables AI agent and task management using the CrewAI framework, allowing users to create and run agents and tasks in an automated workflow environment.

MCP Documentation Server

A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.

Linear MCP Server

A Model Context Protocol server that allows Claude to interact with Linear's API for managing teams, issues, projects, and cycles.

Release Notes MCP Server

Generates comprehensive and formatted release notes from GitHub repositories, efficiently organizing commits by type and including detailed statistics using smart API usage.

Snyk MCP Server

A standalone server enabling Snyk security scanning through the Model Context Protocol, with support for repository and project analysis, token verification, and CLI integration.

DevDocs MCP

A Model Context Protocol implementation that enables AI-powered access to documentation resources, featuring URI-based navigation, template matching, and structured documentation management.

Google OR-Tools server

MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution

FastAPI MCP SSE

A Server-Sent Events implementation using FastAPI framework that integrates Model Context Protocol (MCP), allowing AI models to access external tools and data sources like weather information.

mcp-timeplus

Integration with Timeplus, a database for streaming data, such as Apache Kafka/Pulsar