AgentIndex icon
AgentIndex
kivgraph logo
kivgraph
★ 23
vs
srclight logo
srclight
★ 57

kivgraph vs srclight

kivgraph: Kivgraph is a local cross-repository code intelligence server that builds a canonical semantic code graph for AI coding agents. It answers complex questions about code symbols, dependencies, and change impact across multiple registered repositories.; srclight: Srclight builds a rich, searchable index of your codebase that AI coding agents can query instantly, replacing inefficient grep/glob calls with precise, structured lookups. It provides comprehensive code intelligence, including symbol search, relationship graphs, and semantic search, all while operating fully local and private.

01

TL;DR

kivgraph logo
kivgraphCode Assistant · ★ 23

Understanding complex codebases: Quickly grasp how different parts of a large project or multiple projects interact.

Read kivgraph full review →
srclight logo
srclightCode Assistant · ★ 57

AI agents can instantly get codebase overviews and find callers/callees, drastically reducing orientation time.

Read srclight full review →
02

Side-by-Side Comparison

Field
kivgraph logokivgraph
srclight logosrclight
Category
Code Assistant
Code Assistant
Stars
★ 23
★ 57
License
Apache-2.0
MIT
Install Command
curl -fsSL https://kivgraph.dev/install.sh | bash
pip install srclight
Updated
1d ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Code Intelligence, Semantic Graph, AI Agents
Code Indexing, AI Agent Tooling, Semantic Search
03

Features

kivgraph logokivgraph
01Find code references (who calls this)
02Analyze change impact (blast radius)
03Trace outward code dependencies
04Find cross-repository consumers
05Retrieve source code for symbols
srclight logosrclight
01Fully offline and private, ensuring code never leaves your machine.
02Supports 19 programming languages and 10 document formats for comprehensive indexing.
03Provides 4 search modes, including symbol names, source code, documentation, and semantic search, with hybrid RRF fusion.
04Acts as a comprehensive MCP server with 43 tools for AI agents, covering code graphs, impact analysis, and git intelligence.
05Supports multi-repo workspaces, allowing simultaneous search across all your repositories.
04

Use Cases

kivgraph logokivgraph
↳Understanding complex codebases: Quickly grasp how different parts of a large project or multiple projects interact.
↳Refactoring assistance: Identify all affected areas before making significant code changes.
↳Onboarding new developers: Provide a comprehensive view of symbol declarations, dependencies, and references.
↳AI agent code understanding: Equip AI coding agents with deep semantic knowledge of the codebase to perform tasks more effectively.
srclight logosrclight
↳AI agents can instantly get codebase overviews and find callers/callees, drastically reducing orientation time.
↳Developers can perform semantic searches with natural language queries like "find code that handles authentication" to locate relevant code by meaning.
↳Before committing changes, analyze the "blast radius" to see what other parts of the codebase will be affected, preventing unintended breaks.
↳Integrate with MCP clients like Claude Code or Cursor to enhance AI's ability to understand, navigate, and modify complex codebases.
↳Index and search across multiple projects simultaneously, providing a unified code intelligence view for large codebases or monorepos.
FAQ

FAQ

What is the difference between kivgraph and srclight?
Both kivgraph and srclight are in the Code Assistant category. kivgraph has 23 stars, while srclight has 57 stars.
Which is better, kivgraph or srclight?
The best choice depends on your use case. Choose kivgraph if Understanding complex codebases: Quickly grasp how different parts of a large project or multiple projects interact., and srclight if AI agents can instantly get codebase overviews and find callers/callees, drastically reducing orientation time..
Is kivgraph free or open source?
Yes, kivgraph is open source on GitHub (Apache-2.0).
Is srclight free or open source?
Yes, srclight is open source on GitHub (MIT).
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