Code Analysis

Classification

Community classification icon community

Est. Downloads

Info icon
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.
730

Released On

Jul 9, 2025

Popularity Ranking

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Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.
#4,040 (#4,146 this week)

Provides intelligent code analysis and semantic search for large codebases using TreeSitter parsing, PostgreSQL with pgvector embeddings, and Git-based indexing to enable natural language code search, architectural analysis, dependency mapping, and refactoring suggestions across repositories with up to 10M lines of code.

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community

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438

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community

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Tree-sitter

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community

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Est Downloads (All Time)

17.1k

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Release Date

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Est Downloads (All Time)

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Est Downloads (All Time)

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Est Downloads (All Time)

1.2k

Release Date

May 31, 2025

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Est Downloads (All Time)

3.3k

Release Date

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Est Downloads (All Time)

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Release Date

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Est Downloads (All Time)

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Est Downloads (All Time)

14.6k

Release Date

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Est Downloads (All Time)

3.4k

Release Date

Jun 21, 2025

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Est Downloads (All Time)

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Est Downloads (All Time)

3.4k

Release Date

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Est Downloads (All Time)

3.5k

Release Date

Jul 15, 2025

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Official repository icon

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Est Downloads (All Time)

Release Date

Jul 21, 2025

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Est Downloads (All Time)

292

Release Date

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Est Downloads (All Time)

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Est Downloads (All Time)

5.7k

Release Date

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Est Downloads (All Time)

Release Date

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Est Downloads (All Time)

Release Date

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Est Downloads (All Time)

341

Release Date

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Est Downloads (All Time)

Release Date

Aug 11, 2025

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Est Downloads (All Time)

1k

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Est Downloads (All Time)

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Est Downloads (All Time)

438

Release Date

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Indexes codebases into a Neo4j graph database to enable sophisticated code analysis including function call...

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community

Est Downloads (All Time)

8.9k

Release Date

Aug 17, 2025

Sourcerer

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

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Est Downloads (All Time)

14.5k

Release Date

Aug 8, 2025

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Est Downloads (All Time)

9.9k

Release Date

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Community icon

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Est Downloads (All Time)

9.6k

Release Date

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Est Downloads (All Time)

1.1k

Release Date

Aug 20, 2025

Claude Context

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Provides semantic code search and indexing using vector embeddings and AST-based code splitting, enabling natural...

Classification

Community icon

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Est Downloads (All Time)

19.2k

Release Date

Aug 20, 2025

Go Code Graph

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Analyzes Go codebases using AST parsing and Neo4j graph storage to enable natural language queries about code...

Classification

Community icon

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Est Downloads (All Time)

1.2k

Release Date

Aug 22, 2025

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Bridges code2prompt with Google's Gemini models to analyze entire codebases or specific components, providing...

Classification

Community icon

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Est Downloads (All Time)

292

Release Date

Aug 27, 2025

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

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Community icon

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Est Downloads (All Time)

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Release Date

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Provides local semantic code search using EmbeddingGemma embeddings and FAISS vector indexing with intelligent AST...

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Community icon

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Est Downloads (All Time)

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Release Date

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

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Est Downloads (All Time)

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Release Date

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

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Est Downloads (All Time)

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Release Date

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Est Downloads (All Time)

292

Release Date

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

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Est Downloads (All Time)

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Release Date

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Symbol-aware semantic search for large codebases

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Est Downloads (All Time)

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Release Date

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Est Downloads (All Time)

438

Release Date

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Est Downloads (All Time)

146

Release Date

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Est Downloads (All Time)

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Release Date

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Est Downloads (All Time)

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Release Date

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Est Downloads (All Time)

146

Release Date

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Est Downloads (All Time)

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Est Downloads (All Time)

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Release Date

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Est Downloads (All Time)

146

Release Date

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Builds rich code graphs to provide deep contextual understanding of TypeScript codebases

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Est Downloads (All Time)

438

Release Date

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Est Downloads (All Time)

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Est Downloads (All Time)

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Release Date

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Est Downloads (All Time)

292

Release Date

Nov 16, 2025

Ace Codebase Indexer

xiaoxu123195

High-performance codebase indexing server that automatically processes project files with concurrent chunking and...

Classification

Community icon

community

Est Downloads (All Time)

146

Release Date

Nov 17, 2025

Code Sage

faxioman

Provides high-performance semantic code search combining BM25 keyword search with vector embeddings and RRF...

Classification

Community icon

community

Est Downloads (All Time)

438

Release Date

Nov 17, 2025

CodeAnalysis (Roslyn)

Paul Brunner

Analyzes .NET solutions and projects using Roslyn to detect unreferenced code members including classes, methods,...

Classification

Community icon

community

Est Downloads (All Time)

Release Date

Nov 21, 2025

Ace Codebase Indexer

yeuxuan

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

Classification

Community icon

community

Est Downloads (All Time)

41.5k

Release Date

Nov 10, 2025

Greb

Greb

Intelligent code search for AI coding assistants

Classification

Official repository icon

official

Est Downloads (All Time)

Release Date

Nov 20, 2025

Ace Codebase Indexer

Leon2012

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

Classification

Community icon

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 icon

community

Est Downloads (All Time)

1.8k

Release Date

Nov 8, 2025

Acemcp

qy527145

Indexes codebases with automatic incremental updates and provides semantic search to find relevant code snippets with...

Classification

Community icon

community

Est Downloads (All Time)

101k

Release Date

Nov 7, 2025

Nabu Nisaba

y3i12

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

Classification

Community icon

community

Est Downloads (All Time)

146

Release Date

Nov 5, 2025

Dolphin

Plastic Beach, LLC

Provides semantic code search capabilities through integration with the Dolphin knowledge base system, enabling...

Classification

Community icon

community

Est Downloads (All Time)

292

Release Date

Nov 4, 2025

GitHub Code Review Assistant

sanjanaspanda

Integrates with GitHub's API to analyze pull requests, detect code patterns and security vulnerabilities, manage...

Classification

Community icon

community

Est Downloads (All Time)

292

Release Date

Nov 3, 2025

Snippets

Nitin Bansal

Stores and searches code snippets using semantic similarity combined with keyword matching, providing automatic...

Classification

Community icon

community

Est Downloads (All Time)

146

Release Date

Dec 1, 2025