MCP Reasoner is a tool designed for Claude Desktop to enhance reasoning capabilities. It provides two algorithms, Beam Search and Monte Carlo Tree Search, and adds an experimental strategy simulation layer to optimize the solution of complex problems.

MCP Reasoner is an inference enhancement tool designed for Claude Desktop, providing two search strategies, Beam Search and MCTS, and improving the ability to solve complex problems through experimental algorithms.

Skill Retriever is an MCP server based on a graph database, specifically designed for the retrieval and installation of Claude Code components. It automatically indexes component repositories on GitHub, returns the minimum correct set of components and their dependencies based on task descriptions through semantic search and graph traversal algorithms, and supports security scanning and automatic synchronization and updates.

PentestThinkingMCP is an automated penetration testing framework based on large language models and the MCP protocol. It can plan attack paths through Beam Search and MCTS algorithms, providing step reasoning, tool recommendation, and key path analysis for CTF, HTB, and real - world penetration testing.

A trace analysis tool based on the large - text - viewer, supporting two modes: Trae Skill and MCP server. It provides functions such as text search, magic number identification, and search result optimization for reverse engineering and algorithm analysis.

Shebe is a fast full-text code search service based on the BM25 algorithm, designed specifically for Claude Code. It provides low-latency and high-efficiency code content retrieval, supporting multi-language code repository search and symbol reference lookup.

The Copus MCP server is a server based on the model context protocol that allows AI assistants to search for and retrieve human-curated content recommendations from the Copus platform. Copus is a discovery platform where real people recommend and explain the value of content, different from algorithm-driven search results. The server provides tools for searching curated content and obtaining detailed information, and is compatible with multiple AI platforms that support MCP.

An MCP server for searching MCP protocol documents, providing intelligent search and document acquisition functions based on the BM25 algorithm.

An MCP server that provides Autodesk Alias API documentation search functionality for AI assistants, enabling fast retrieval through local indexing and the BM25 algorithm.