# MCP tool

A PDF reading tool that supports the MCP protocol, providing the read_pdf function through the MCP server to read PDF documents, suitable for MCP - supported AI tools such as Claude Desktop.

A recipe query tool based on the MCP client, supporting two modes: listing dish names and obtaining recipes.

Code repository created using the GitHub MCP tool

mcp-browser-use is a tool that connects MCP clients (such as Claude or Cursor) to the browser through browser-use, without the need to pay additional LLM API fees and directly uses the existing LLM configuration of the client.

The MCP Email Reader is a tool that provides functions such as email search, attachment download, and folder listing through the Model Context Protocol server. It supports use in MCP-enabled AI tools such as Claude Desktop and LibreChat.

Provide multi-purpose MCP server support

A basic mathematical operation MCP server based on the FastMCP framework, providing addition, subtraction, multiplication, and division functions, which can be integrated with MCP - compatible environments such as Claude Desktop.

A software development planning tool based on the Model Context Protocol (MCP), which provides functions for task breakdown, progress tracking, and development plan management to help teams efficiently plan software development projects.

NetSensei is a network management tool server based on the MCP protocol, providing functions such as ping tests, route tracing, Nmap scans, packet sniffing, and SSH connections to help network administrators efficiently manage the network.

Management tool for MCP server

A tool for obtaining Bilibili's hot list based on FastMCP, supporting real-time calls to popular video data through an MCP client

An MCP server tool for analyzing SEO issues on web pages and validating structured data

An MCP server project that always returns a fixed 'Ranger!' response regardless of the tool request received.

The MCP Git Commit Generator is a tool based on the Model Context Protocol that can automatically generate commit messages conforming to the Conventional Commits specification based on staged git changes. It supports multiple installation methods (uvx, PyPI, Docker) and various MCP client configurations, provides functions such as automatic commit message generation and git status checking, and includes developer tools and debugging support.

A minimalist WeChat article reader MCP service that enables large models to obtain and analyze the content of WeChat official account articles through browser simulation and content extraction technology.

A Java source code vulnerability auditing tool based on function-level taint analysis. It provides security analysis capabilities for AI assistants through the MCP protocol, supporting the detection of multiple vulnerability types and call chain tracing.

An MCP server that provides serial communication capabilities for AI assistants, supporting functions such as serial port management, data sending and receiving, and terminal sessions.

The Linkinator MCP server is a link checking tool based on linkinator. It provides link checking functions for web pages and local files through the Model Context Protocol (MCP), supporting recursive crawling, multiple file formats, and detailed reports.

mulmocast-vision is an automated slide generation tool based on the MCP protocol and LLM. It offers over 80 business templates and can quickly create professional presentations such as proposals and strategic analyses.

The Smart Coding MCP server provides a semantic - based code search function for coding assistants through a local AI model, supporting multi - project management and progressive indexing.

deadends.dev is a structured error knowledge base that provides solutions for known errors and failed paths to avoid for AI programming assistants, containing over 2000 error entries and covering 51 technical fields.

A server based on the MCP protocol that can identify biological species (such as plants, animals, fungi, etc.) in images through the Nature Vision API and return the Latin scientific names and confidence, aiming to provide a species identification tool for LLMs.

WC26 MCP is an MCP server that provides 2026 World Cup data for AI, including 18 tools such as matches, teams, stadiums, city guides, fan zones, historical match records, visa information, news, injuries, odds, standings, and knockout stage brackets. No API key or external dependencies are required.

AutoPentest is an automated Web application penetration testing server based on the MCP protocol, integrating the OWASP WSTG and PortSwigger attack technique guides. It realizes a seven - stage automated testing through role - based agents (scout, analyst, exploiter, reporter), including 109 tests, 31 attack techniques, 27 security tools, and the ability to bypass WAF adaptively, ensuring zero false positives and evidence - driven vulnerability discovery.

ClaudeSmalltalk is a project that connects Claude Desktop to a running Smalltalk programming environment. It provides 14 tools such as code evaluation, class browsing, and method definition through the MCP protocol, supports local or cloud LLM drivers, and ensures that the code is secure and does not leave the local machine.

CamoFox MCP is an AI-driven anti-detection browser automation tool that provides browser control functions for AI agents through the MCP protocol, supporting navigation, interaction, data extraction, and multi-tab workflows, and built-in anti-detection mechanisms.

A project successfully created using the GitHub MCP tool

A service tool based on MCP, including CLI and server - side applications, supporting interaction through the OpenAI API.

A lightweight client application based on the local OLLAMA model, integrating multiple MCP proxy tools through the BeeAI framework, providing a chat interface and database operation functions.

An MCP project for connecting a locally running SQL Server instance to Claude.