RepoMix

Code Indexer

Enhances code repository functionality by facilitating file exploration, detecting patterns, and evaluating complexity in various coding languages. Offers valuable project configurations and streamlined dependency control for improved efficiency.

Kodit

Enhances local code repositories by leveraging tree-sitter analysis and semantic embeddings to support a unique hybrid search method that blends vector similarity with keyword matching, empowering contextual code retrieval.

Codebase Retrieval (RepoMix)

Enhances compatibility with RepoMix for facilitating retrieval and examination of codebases, supporting activities such as code assessment, monitoring dependencies, and generating documentation automatically.

Code Assistant

Discover a cutting-edge server for exploring Rust codebases. Unleash the power of autonomous navigation, file summarization, and multi-provider LLM assistance to enhance code reading, writing, and comprehension.

A2AMCP

Facilitates collaboration among AI agents on common projects using a Redis-based system for instant communication, file protection against concurrent modifications, shared interfaces for defining types, and managing tasks across concurrent coding sessions efficiently.

Sourcebot

Discover and explore code repositories effortlessly by utilizing a Model Context Protocol (MCP) that facilitates streamlined code search across various hosting platforms such as GitHub, GitLab, Gitea, Gerrit, and Bitbucket. Utilize cutting-edge filtering capabilities to navigate extensive codebases efficiently using simple natural language queries.

Repository to LLM Context

Convert software repositories into formats that are compatible with the Language Model Marketplaces (LLM) to enhance accessibility and usability.

Code Context (Semantic Code Search)

Facilitates advanced code exploration and comprehension through the replication of git repositories, segmentation of code into meaningful sections, and creation of representations for simplified natural language search in extensive code repositories.

Code Merge

Achieve seamless code inspection and integration across project files utilizing optimized file tree management, content condensation, and .gitignore-based filtering for a thorough codebase overview.

Codebase Insight

Enhance your software analysis with advanced code insights using a cutting-edge Model Context Protocol (MCP). Uncover patterns, grasp architecture nuances, and streamline knowledge organization. Leveraging a robust FastAPI server and seamless Qdrant vector database fusion for unparalleled efficiency. Elevate your development process with MCP's exceptional capabilities.

Coding File Management

Capture and record code snippets from your local drive to facilitate automated documentation and comprehensive analysis of your code repository.

GitHub Repo Extractor

Gain access to GitHub repositories and effortlessly query code structure, dependencies, and development timeline using natural language with the Model Context Protocol (MCP).

GitHub Repository

Enhances connectivity between artificial intelligence systems and GitHub libraries, facilitating retrieval of repository data for code examination and consultation in discussions.

TokenScope

Discover and prioritize files for Language Model Models (LLMs) by scanning codebases intelligently, taking into account token limits and .gitignore specifications.

SecretAgent

Discover insights from local git repositories by generating tool descriptions, Docker containers, and integrating CodeQL for enhanced security analysis. Facilitate automated secret handling and repository examination with Model Context Protocol (MCP).