RepoMapper MCP Server by pdavis68

MCP Servers Chevron right icon

RepoMapper

Provider

pdavis68

Classification

community

Est. Downloads

This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.

9.6k (146 this week)

Released On

Aug 20, 2025

Popularity Ranking

Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.

#898 (#1,125 this week)

Generates intelligent repository maps and code navigation by analyzing source code definitions, references, and relationships using Tree-sitter parsing and PageRank algorithms to prioritize important files and elements within token-aware overviews.

GitHub Repo (66 stars)

Related Servers

GitHub Repository Browser

LogLM

Integrates with the GitHub API to provide file browsing, content retrieval, and directory navigation capabilities for...

Classification

community

Est Downloads (All Time)

730

Release Date

Dec 6, 2024

GitHub Mapper

dazeb

Integrates with GitHub to analyze repositories, generate file structure maps, and enable code analysis workflows...

Classification

community

Est Downloads (All Time)

3.1k

Release Date

Dec 20, 2024

GitHub Repo Extractor

kazuph

Connects to GitHub repositories, enabling natural language queries about code structure, dependencies, and...

Classification

community

Est Downloads (All Time)

5.2k

Release Date

Jan 8, 2025

Git Repo Browser

Razorback16

Integrates with Git repositories to provide efficient, deterministic access for retrieving directory structures and...

Classification

community

Est Downloads (All Time)

292

Release Date

Feb 18, 2025

Repository Search

happyZYM

Provides efficient file search functionality within repositories, respecting ignore patterns and offering...

Classification

community

Est Downloads (All Time)

1.3k

Release Date

Feb 19, 2025

Codebase Retrieval (RepoMix)

DeDeveloper23

Integrates with RepoMix to enable codebase retrieval and analysis for tasks like code review, dependency tracking,...

Classification

community

Est Downloads (All Time)

10.2k

Release Date

Mar 1, 2025

Docs RAG

kazuph

Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript,...

Classification

community

Est Downloads (All Time)

2.2k

Release Date

Mar 9, 2025

RepoMix

Sho Yamada

Package codebases into AI-friendly single files with intelligent code structure preservation and token optimization.

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 13, 2025

Tree-sitter

Joshua M. Dotson

Provides code analysis capabilities through tree-sitter parsing, enabling structured understanding and manipulation...

Classification

community

Est Downloads (All Time)

18.5k

Release Date

Mar 17, 2025

Repository to LLM Context

Criss Chan

Transform code repositories into LLM-friendly formats.

Classification

community

Est Downloads (All Time)

1.6k

Release Date

Mar 17, 2025

GitHub Repository Explorer

Purav Parab

Extracts and provides GitHub repository information including summaries, directory structures, and file contents for...

Classification

community

Est Downloads (All Time)

20.1k

Release Date

Mar 12, 2025

Code Indexer

John Huang

Indexes and analyzes code repositories to enable file navigation, pattern searching, and complexity assessment across...

Classification

community

Est Downloads (All Time)

88.6k

Release Date

Mar 18, 2025

Git Repository Browser

Sreeram Balamurugan

Enables Git repository exploration and analysis through a Node.js server that executes commands for cloning...

Classification

community

Est Downloads (All Time)

3.8k

Release Date

Mar 20, 2025

Codebase Insight

Tosin Akinosho

Provides deep code analysis capabilities for software repositories, enabling pattern detection, architecture...

Classification

community

Est Downloads (All Time)

4.4k

Release Date

Mar 20, 2025

File Rank

admica

Analyzes codebases to rank files by importance on a 1-10 scale and visualize dependency relationships across multiple...

Classification

community

Est Downloads (All Time)

—

Release Date

Mar 20, 2025

Code Assistant

stippi

Rust-based code exploration server that enables reading, writing, and understanding codebases through autonomous...

Classification

community

Est Downloads (All Time)

17.1k

Release Date

Mar 20, 2025

Autodocument

United States Department of Energy

Automatically generates documentation, test plans, and code reviews for software repositories through a bottom-up...

Classification

community

Est Downloads (All Time)

730

Release Date

Mar 13, 2025

Files-DB

randomm

Provides a local vector database system for semantic code search with zero-configuration setup, real-time file...

Classification

community

Est Downloads (All Time)

876

Release Date

Mar 24, 2025

Code Context (Semantic Code Search)

Foad K

Enables semantic code search and understanding by cloning git repositories, splitting code into semantic chunks, and...

Classification

community

Est Downloads (All Time)

2.6k

Release Date

Mar 25, 2025

Code Context Provider

AB498

Analyzes project directories to extract code structure and symbols using Tree-sitter parsers, providing tools for...

Classification

community

Est Downloads (All Time)

5.2k

Release Date

Apr 15, 2025

GitHub Repository

Ryan Chan

Provides a bridge between AI and GitHub repositories, enabling access to repository contents for code analysis and...

Classification

community

Est Downloads (All Time)

5.6k

Release Date

Apr 25, 2025

Local Repository Bridge

Chris Frewin

Provides a bridge between Claude and local repositories, enabling direct code analysis, bug fixes, and feature...

Classification

community

Est Downloads (All Time)

292

Release Date

May 1, 2025

Sourcebot

Taqla Inc.

Enables code search across multiple repository hosts including GitHub, GitLab, Gitea, Gerrit, and Bitbucket with...

Classification

official

Est Downloads (All Time)

15.4k

Release Date

May 9, 2025

Glyph

Ben Myles

Extracts code symbols from multiple programming languages using tree-sitter parsing to generate structured outlines...

Classification

community

Est Downloads (All Time)

1.3k

Release Date

May 30, 2025

CodeRAG

Jonathan Crabtree

Parses TypeScript, JavaScript, Java, and Python codebases into a Neo4J graph database to extract code entities,...

Classification

community

Est Downloads (All Time)

1.2k

Release Date

Jun 8, 2025

Kodit

Helix.ML

Indexes local codebases and Git repositories using tree-sitter parsing and semantic embeddings to enable hybrid...

Classification

community

Est Downloads (All Time)

33.4k

Release Date

Jun 9, 2025

Code Analysis

Johann-Peter Hartmann

Provides intelligent code analysis and semantic search for large codebases using TreeSitter parsing, PostgreSQL with...

Classification

community

Est Downloads (All Time)

730

Release Date

Jul 9, 2025

CodeDox

Chris Scott

Crawls documentation websites and extracts code snippets using tree-sitter parsing, automatically categorizing and...

Classification

community

Est Downloads (All Time)

3.5k

Release Date

Jul 15, 2025

CodeCompass

Myron Labs Team

Integrates with GitHub repositories and OpenRouter to provide deep codebase analysis, dependency mapping, code...

Classification

community

Est Downloads (All Time)

292

Release Date

Jul 26, 2025

Sourcegraph

Divar

Integrates with Sourcegraph's search API to provide advanced code search with regex patterns, language filters, and...

Classification

community

Est Downloads (All Time)

2.8k

Release Date

Jul 27, 2025

Crawl4AI RAG

Jason Guo

Combines web crawling with vector search to enable content extraction, semantic indexing, and retrieval-augmented...

Classification

community

Est Downloads (All Time)

3.1k

Release Date

Jul 31, 2025

GitHub Repository Creator

flickleafy

Automates GitHub repository creation by analyzing local codebases to intelligently generate repository names,...

Classification

community

Est Downloads (All Time)

146

Release Date

Aug 8, 2025

Smart Tree

8b.IS

Rust-based directory visualization and analysis tool that provides quantum compression, semantic analysis, and...

Classification

community

Est Downloads (All Time)

27.3k

Release Date

Aug 15, 2025

Sourcerer

Stephen Mwangi

Indexes codebases using Tree-sitter parsing and vector embeddings to enable semantic code search through natural...

Classification

community

Est Downloads (All Time)

14.5k

Release Date

Aug 8, 2025

Code to Tree

Michael Lee

Converts source code into Abstract Syntax Tree representations using tree-sitter parsers for multiple programming...

Classification

community

Est Downloads (All Time)

9.9k

Release Date

Aug 20, 2025

Probe Documentation Search

Leonid Bugaev

Makes any codebase or documentation searchable through the Probe search engine with support for both local...

Classification

community

Est Downloads (All Time)

1.1k

Release Date

Aug 20, 2025

In Memoria

Piyush Airani

Provides persistent intelligence infrastructure for codebase analysis through hybrid Rust-TypeScript architecture...

Classification

community

Est Downloads (All Time)

5.9k

Release Date

Aug 29, 2025

CodeGraph

Jakedismo

Provides high-performance code intelligence and semantic search capabilities through RocksDB graph storage, FAISS...

Classification

community

Est Downloads (All Time)

5.5k

Release Date

Sep 12, 2025

Codebase RAG

allentcm

Provides semantic codebase search and file retrieval using CocoIndex embeddings and PostgreSQL with pgvector for...

Classification

community

Est Downloads (All Time)

1.3k

Release Date

Sep 9, 2025

Code Graph RAG

er77

Provides advanced code graph analysis through specialized agents for parsing, indexing, querying, and semantic search...

Classification

community

Est Downloads (All Time)

Release Date

Sep 15, 2025

Repository GraphRAG

yumeiriowl

Uses LightRAG and Tree-sitter to build a repository knowledge graph from code and docs, for Q&A and implementation...

Classification

community

Est Downloads (All Time)

292

Release Date

Sep 30, 2025

NervusDB

NervusDB Contributors

Transforms codebases into queryable knowledge graphs using repomix and tree-sitter to extract code entities,...

Classification

community

Est Downloads (All Time)

1.6k

Release Date

Oct 16, 2025

RagCode

doITmagic

Privacy-first semantic code search using local Ollama and Qdrant vector storage for multi-language repository...

Classification

community

Est Downloads (All Time)

292

Release Date

Nov 24, 2025

Ace Codebase Indexer

yeuxuan

Codebase indexing and semantic search with file traversal, gitignore support, and real-time monitoring

Classification

community

Est Downloads (All Time)

41.5k

Release Date

Nov 10, 2025

Ace Codebase Indexer

Leon2012

Automatically indexes and searches codebases using natural language queries, splitting project files into chunks and...

Classification

community

Est Downloads (All Time)

730

Release Date

Nov 30, 2025

Codebase Index

ngotaico

Indexes codebases using Qdrant vector storage and Google Gemini embeddings to provide semantic search capabilities...

Classification

community

Est Downloads (All Time)

1.8k

Release Date

Nov 8, 2025

Nabu Nisaba

y3i12

Semantic code analysis framework that combines tree-sitter parsing with KuzuDB graph storage to create queryable...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 5, 2025