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kodit
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kodit

Active·★ 119·Apache-2.0·Updated 2026-05-24
★ Trending★ Code Assistant★ RAG / Knowledge Base

👩‍💻 MCP server to index external repositories

Kodit is an MCP server designed to connect AI coding assistants to external codebases, providing accurate and up-to-date code snippets. It helps engineers reduce LLM hallucinations and errors by offering relevant, canonical examples directly from indexed code.

#AI Coding Assistant
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Code AssistantWorkflow AutomationRAG / Knowledge BaseMulti-AgentBrowser AutomationLLM InfraDev ToolingObservability

Not affiliated with Anthropic, OpenAI or Microsoft.

#Code Indexing
#MCP Server
#Semantic Search
#LLM Integration
#Code Snippets
#Codebase Analysis
#Developer Tools
$ Install
$ pip install kodit
↗ Visit site★ GitHub
01

Features

01Index local and public codebases supporting over 20 programming languages.
02Integrate seamlessly with AI coding assistants via an MCP server to provide relevant code snippets.
03Perform hybrid searches combining BM25 keyword search with semantic search for enhanced accuracy.
04Advanced code analysis with dependency tracking and call graph generation.
05Enterprise-ready with support for various databases and LLM providers for scalable and secure deployments.
02

Compatibility

Python
Runtime
Verified via docs
SQLite
Database
Verified via docs
Vectorchord
Database
Verified via docs
OpenAI
LLM Provider
Verified via docs
Helix
LLM Provider
Verified via docs
Docker Compose
Deployment
Verified via docs
03

Quick start

1
$ pip install kodit
04

Use cases

↳Enhance AI coding assistant accuracy by feeding it canonical code examples directly from source.
↳Index and make internal or private company codebases searchable by AI development tools.
↳Reduce LLM hallucinations and errors by providing relevant and up-to-date code snippets for specific tasks.
↳Integrate with any OpenAI-compatible or custom API/model to extend AI coding capabilities.
05

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Related searches

kodit AlternativesBest RAG / Knowledge Base Tools 2026Open Source RAG / Knowledge Basekodit Tutorialkodit Vs CompetitorsAI Coding AssistantCode IndexingMCP Server

Comments

Log in to leave a comment
  • S
    Scout WilsonMay 7, 2026

    Index external repositories via MCP server for AI code search and understanding.

  • Oaklyn Rivera
    Oaklyn RiveraApr 29, 2026

    External repo indexing means AI has context beyond just your local codebase.

  • O
    Oakley ChenApr 21, 2026

    Good for teams working with multiple repositories who need cross-repo code search.

  • S
    Skyler ClarkApr 6, 2026

    Works with GitHub and other Git hosting for comprehensive code indexing.

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
Stats
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6d ago
StatusActive
LicenseApache-2.0
CategoryRAG / Knowledge Base
Trend (30d)
+4.7↑ 0.8%
Links
Documentation↗Discussion↗Issues↗Releases↗

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