Code2Prompt

Provider

Olivier D'Ancona

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.
2.2k

Released On

Mar 15, 2025

Popularity Ranking

Info icon
Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.
#2,644 (#4,852 this week)

Transforms complex codebases into structured summaries optimized for language models, enabling better code understanding for analysis, documentation, and technical assistance workflows.

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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

MiniMax Coding Plan

MiniMax AI

Provides web search and image understanding capabilities optimized for code development workflows

Classification

Official repository icon

official

Est Downloads (All Time)

730

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

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