Ace Codebase Indexer

Provider

Leon2012

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.
706 (424 this week)

Released On

Nov 30, 2025

Popularity Ranking

Info icon
Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.
#3,930 (#386 this week)

Automatically indexes and searches codebases using natural language queries, splitting project files into chunks and maintaining metadata for intelligent code exploration and context retrieval.

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Supabase

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18.5k

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Purav Parab

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Est Downloads (All Time)

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Est Downloads (All Time)

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Est Downloads (All Time)

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Est Downloads (All Time)

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)

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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)

1.4k

Release Date

Apr 15, 2025

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AB498

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Classification

Community icon

community

Est Downloads (All Time)

5.1k

Release Date

Apr 15, 2025

TokenScope

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Est Downloads (All Time)

1.9k

Release Date

Apr 22, 2025

GitHub Repository

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Classification

Community icon

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Est Downloads (All Time)

5.5k

Release Date

Apr 25, 2025

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Qin Juehang

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Classification

Community icon

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Est Downloads (All Time)

41.8k

Release Date

Apr 27, 2025

CodeAlive

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Provides a bridge to CodeAlive's platform for semantic code search, repository exploration, and context-aware chat...

Classification

Official repository icon

official

Est Downloads (All Time)

10.5k

Release Date

Apr 28, 2025

Serena

Oraios AI

Provides intelligent code analysis and manipulation across multiple programming languages through language server...

Classification

Official repository icon

official

Est Downloads (All Time)

35.7k

Release Date

Apr 5, 2025

Sourcebot

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Official repository icon

official

Est Downloads (All Time)

12.2k

Release Date

May 9, 2025

AgentMode

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Est Downloads (All Time)

13.2k

Release Date

Apr 18, 2025

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Praney Behl

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683

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Est Downloads (All Time)

1.1k

Release Date

May 31, 2025

Project Explorer

Noah Jansky

Provides secure file system exploration and project analysis for TypeScript/JavaScript codebases with tools for...

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Community icon

community

Est Downloads (All Time)

3.3k

Release Date

Jun 6, 2025

A2AMCP

Jason Brashear

Coordinates multiple AI agents working on shared codebases through Redis-backed infrastructure that provides...

Classification

Community icon

community

Est Downloads (All Time)

3.2k

Release Date

Jun 8, 2025

Zen

Beehive Innovations

Give your development workflow access to all state of the art AI models for enhanced code analysis, problem-solving,...

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Est Downloads (All Time)

1.4m

Release Date

Jun 9, 2025

Kodit

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

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Community icon

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Est Downloads (All Time)

33.2k

Release Date

Jun 9, 2025

Xcode Index

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Provides direct access to Xcode's project index store through Apple's IndexStoreDB, enabling precise code navigation...

Classification

Community icon

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Est Downloads (All Time)

3.8k

Release Date

Jun 6, 2025

Refactor

myuon

Provides regex-based code refactoring capabilities for bulk search-and-replace operations across file systems with...

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Community icon

community

Est Downloads (All Time)

4k

Release Date

Jun 30, 2025

Code Analysis

Johann-Peter Hartmann

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

Classification

Community icon

community

Est Downloads (All Time)

706

Release Date

Jul 9, 2025

Octocode

Guy Bary

Integrates with GitHub CLI and npm to provide repository analysis, code discovery, file exploration, commit history...

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Community icon

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Est Downloads (All Time)

32.1k

Release Date

Jun 6, 2025

Archive Agent

Dr.-Ing. Paul Wilhelm

Semantic file tracker with OCR capabilities that indexes documents using vector search and natural language...

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Est Downloads (All Time)

8.3k

Release Date

Jul 9, 2025

Splice Weaver

micahscopes

Provides AST-powered semantic code editing capabilities across 20+ programming languages through ast-grep...

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Community icon

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Est Downloads (All Time)

141

Release Date

Jul 13, 2025

CodeDox

Chris Scott

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

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Community icon

community

Est Downloads (All Time)

3.4k

Release Date

Jul 15, 2025

Document Automation

vedantparmar12

Automates codebase analysis and documentation generation for local directories or GitHub repositories, extracting...

Classification

Community icon

community

Est Downloads (All Time)

706

Release Date

Jul 13, 2025

GitBook

tcsenpai

Automatically scrapes and indexes GitBook documentation sites to provide searchable access to content with full-text...

Classification

Community icon

community

Est Downloads (All Time)

2.7k

Release Date

Jul 8, 2025

CodeCompass

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

Classification

Community icon

community

Est Downloads (All Time)

282

Release Date

Jul 26, 2025

Zoekt

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Integrates with Zoekt search engine to provide fast code search capabilities across repositories using query language...

Classification

Community icon

community

Est Downloads (All Time)

2.8k

Release Date

Jul 27, 2025

Sourcegraph

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

Classification

Community icon

community

Est Downloads (All Time)

2.7k

Release Date

Jul 27, 2025

Nia

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Provides additional context to coding agents by indexing extra documentation and codebases that coding agents can't.

Classification

Official repository icon

official

Est Downloads (All Time)

42.6k

Release Date

Jul 28, 2025

Crawl4AI RAG

Jason Guo

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

Classification

Community icon

community

Est Downloads (All Time)

3k

Release Date

Jul 31, 2025

XRAY Code Intelligence

Srijan Shukla

Progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using...

Classification

Community icon

community

Est Downloads (All Time)

5.5k

Release Date

Aug 6, 2025

ProdE

CuriousBox AI

Bridges the gap between your codebase and AI coding assistants by providing deep contextual understanding of your...

Classification

Official repository icon

official

Est Downloads (All Time)

Release Date

Aug 6, 2025

Amateurs Community Search

prgrms-aibe-devcourse

Provides AI tools for searching and querying community posts from a MySQL database with paginated searches, keyword...

Classification

Community icon

community

Est Downloads (All Time)

282

Release Date

Aug 5, 2025

Cycode Security Scanner

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Integrates with Cycode's security platform to perform automated SAST, SCA, IaC, and secrets scanning on local files,...

Classification

Official repository icon

official

Est Downloads (All Time)

Release Date

Jun 13, 2025

AI Conversation Logger

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Automatically captures and organizes AI conversations across multiple platforms, storing them in structured markdown...

Classification

Community icon

community

Est Downloads (All Time)

141

Release Date

Aug 8, 2025

Document Indexer

yairwein

Monitors local document folders and maintains a searchable vector index using LanceDB and sentence transformers,...

Classification

Community icon

community

Est Downloads (All Time)

1.1k

Release Date

Aug 9, 2025

Claude Code Agent

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Provides persistent memory management and project automation capabilities through automated memory dumps with cron...

Classification

Community icon

community

Est Downloads (All Time)

424

Release Date

Aug 13, 2025

CodeGraphContext

Shashank Shekhar Singh

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

Classification

Community icon

community

Est Downloads (All Time)

8.8k

Release Date

Aug 17, 2025

Sourcerer

Stephen Mwangi

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

Classification

Community icon

community

Est Downloads (All Time)

14k

Release Date

Aug 8, 2025

RepoMapper

pdavis68

Generates intelligent repository maps and code navigation by analyzing source code definitions, references, and...

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Community icon

community

Est Downloads (All Time)

9.3k

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...

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Community icon

community

Est Downloads (All Time)

993

Release Date

Aug 20, 2025

Claude Context

Zilliz

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

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Est Downloads (All Time)

18.1k

Release Date

Aug 20, 2025

Go Code Graph

brutski

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

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Est Downloads (All Time)

1.1k

Release Date

Aug 22, 2025

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

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Est Downloads (All Time)

5.3k

Release Date

Aug 29, 2025

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4regab

Fetches coding rules and best practices on-demand from GitHub repositories, providing remote access to development...

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Est Downloads (All Time)

2.1k

Release Date

Aug 31, 2025

Zenable

Zenable

Enables your AI coding assistant to automatically check and improve your code against your organization’s requirements.

Classification

Official repository icon

official

Est Downloads (All Time)

48.5k

Release Date

Sep 6, 2025

Claude Context Local

Farhan Ali Raza

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

Classification

Community icon

community

Est Downloads (All Time)

18.1k

Release Date

Sep 7, 2025

CodeGraph

Jakedismo

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

Classification

Community icon

community

Est Downloads (All Time)

3.8k

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 icon

community

Est Downloads (All Time)

1.3k

Release Date

Sep 9, 2025

Code Line Counter

fashionzzZ

Tracks code line counts across different file types with persistent timestamped storage, enabling developers to...

Classification

Community icon

community

Est Downloads (All Time)

282

Release Date

Sep 12, 2025

Code Graph RAG

er77

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

Classification

Community icon

community

Est Downloads (All Time)

3.9k

Release Date

Sep 15, 2025

DeepContext (Semantic Code Search)

Wildcard AI, Inc

Symbol-aware semantic search for large codebases

Classification

Official repository icon

official

Est Downloads (All Time)

3.1k

Release Date

Sep 19, 2025

Semantic Context

Damian Pramparo

Provides semantic code search across large codebases using ChromaDB vector storage and configurable embeddings,...

Classification

Community icon

community

Est Downloads (All Time)

424

Release Date

Sep 18, 2025

CodeFlow

mrorigo

Provides semantic code analysis and search capabilities for Python codebases through AST extraction, call graph...

Classification

Community icon

community

Est Downloads (All Time)

141

Release Date

Sep 19, 2025

FastApply

betmoar

Provides intelligent code editing capabilities through local language models, combining AST-grep pattern matching and...

Classification

Community icon

community

Est Downloads (All Time)

565

Release Date

Sep 28, 2025

CodeCortX

Kenneth J. Sanchez

Provides lightning-fast code analysis with real-time symbol extraction, semantic search, and code outline generation...

Classification

Community icon

community

Est Downloads (All Time)

706

Release Date

Oct 4, 2025

Cicada

wende

Provides AST-aware code intelligence for Elixir projects with module and function search, call site tracking with...

Classification

Community icon

community

Est Downloads (All Time)

5.8k

Release Date

Oct 31, 2025

Codex CLI

cexll

Bridges OpenAI's Codex CLI with structured command execution, brainstorming sessions, and chunked response delivery...

Classification

Community icon

community

Est Downloads (All Time)

1.1k

Release Date

Oct 27, 2025

Rust Code Analyzer

MythEclipse

Provides comprehensive Rust code analysis including syntax checking, workspace indexing with call graphs, symbol...

Classification

Community icon

community

Est Downloads (All Time)

141

Release Date

Nov 25, 2025

Code Graph Context

drewdrewH

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

Classification

Community icon

community

Est Downloads (All Time)

424

Release Date

Nov 26, 2025

Code Intelligence

lyw405

Analyzes private codebases and libraries to recommend relevant UI components and utility functions based on user...

Classification

Community icon

community

Est Downloads (All Time)

141

Release Date

Nov 14, 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)

141

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)

424

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)

565

Release Date

Nov 21, 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

AI Calls Editor

Rok Strniša

VS Code extension that exposes an HTTP server enabling intelligent symbol renaming across multiple files using the...

Classification

Community icon

community

Est Downloads (All Time)

282

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)

38.2k

Release Date

Nov 10, 2025

Space Engineers Code Index

Viktor Ferenczi

Decompiles Space Engineers game assemblies and indexes C# source code for AI-assisted mod and plugin development

Classification

Community icon

community

Est Downloads (All Time)

282

Release Date

Nov 12, 2025

Greb

Greb

Intelligent code search for AI coding assistants

Classification

Official repository icon

official

Est Downloads (All Time)

Release Date

Nov 20, 2025

Docdex

bekirdag

Lightweight per-repository documentation indexer providing fast full-text search over local markdown and text files...

Classification

Community icon

community

Est Downloads (All Time)

706

Release Date

Nov 30, 2025

Hi-AI Development Assistant

ssdeanx

Development assistant providing 36 specialized tools for TypeScript, JavaScript, and Python projects with semantic...

Classification

Community icon

community

Est Downloads (All Time)

141

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)

1.7k

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)

95.3k

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)

141

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)

282

Release Date

Nov 4, 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)

141

Release Date

Dec 1, 2025