MCP Servers
srclight/srclight
Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis.
Our verdict
We have not reviewed srclight/srclight yet
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From the listing
About srclight/srclight
A deep code indexing MCP server for AI agents. It provides 25 tools including hybrid FTS5 and embedding search, call graphs, git blame/hotspots, and build system analysis. It supports multi-repo workspaces, GPU-accelerated semantic search, and 10 languages via tree-sitter, all fully local with no cloud dependencies.
Best for
Developers and AI agent builders who need a local, privacy-preserving code indexing server
Use cases
- Enabling AI agents to navigate and understand large codebases
- Performing semantic code search with GPU acceleration
- Analyzing build systems and git history for hotspots
Notes
44 stars on GitHub. Last updated 2026-04-27. Licensed MIT.
Pros
- Fully local with no cloud dependencies ensures privacy and offline use
- Wide range of tools from search to call graphs and git analysis
- GPU-accelerated semantic search for fast code retrieval
Cons
- Small community and limited adoption may mean fewer resources
- GPU acceleration required for optimal performance, not available on all setups
- Language support limited to 10 languages via tree-sitter
Key facts
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How to use
How to set it up
As the listing publishes it. We have not run this install.
Install
pip install srclightClients the listing names (not checked here)
Claude Desktop, Claude Code, Cursor, ChatGPT
Install
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Works with
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Sources
Where this comes from
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Changelog
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Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
oraios/serena
Various
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
repowise-dev/repowise
Various
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
Pairs with
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