mcp-client-server-python

context7

4.8

by upstash

Context7 MCP provides up-to-date, version-specific documentation and code examples directly into your prompt, enhancing the capabilities of LLMs by ensuring they use the latest information.

git-mcp

4.7

by idosal

GitMCP is a free, open-source, remote Model Context Protocol (MCP) server that transforms GitHub projects into documentation hubs, enabling AI tools to access up-to-date documentation and code.

exa-mcp-server

4.7

by exa-labs

A Model Context Protocol (MCP) server allows AI assistants to use the Exa AI Search API for real-time web searches in a secure manner.

Sequential Thinking

4.7

by modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

Everything MCP Server

4.6

by modelcontextprotocol

The Everything MCP Server is a comprehensive test server designed to demonstrate the full capabilities of the Model Context Protocol (MCP). It is not intended for production use but serves as a valuable tool for developers building MCP clients.

gateway

4.6

by centralmind

CentralMind Gateway is a tool designed to expose databases to AI agents via MCP or OpenAPI protocols, providing secure, LLM-optimized APIs.

mcpdoc

4.5

by langchain-ai

MCP LLMS-TXT Documentation Server provides a structured way to manage and retrieve LLM documentation using the Model Context Protocol.

osp_marketing_tools

4.4

by open-strategy-partners

A comprehensive suite of tools for technical marketing content creation, optimization, and product positioning based on Open Strategy Partners' proven methodologies.

mcp-server-tree-sitter

4.4

by wrale

The MCP Tree-sitter Server is a Model Context Protocol server that provides code analysis capabilities using tree-sitter, designed to give AI assistants intelligent access to codebases with appropriate context management.