scarletkc/vexor
by Various
A semantic search engine for files and code.
MCP
scarletkc/vexor
Added 3 Sept 2026
Overview
A semantic search engine for files and code. It indexes files and code to enable search by meaning rather than exact keywords. Written in Python.
Best for
Best for
Developers who need semantic search over files and code in Python projects
Use cases
- Find code snippets by semantic intent
- Locate files based on conceptual content
- Search a codebase without knowing exact terms
How to use
Install
pip install vexor # also works with pipx, uvTested with
Claude Code, Cursor, Windsurf, ChatGPT
Notes
A semantic search engine for files and code. It indexes files and code to enable search by meaning rather than exact keywords. Written in Python.
239 stars on GitHub. Last updated 2026-08-29. Licensed MIT.
Use cases
- Find code snippets by semantic intent
- Locate files based on conceptual content
- Search a codebase without knowing exact terms
Pros
- Open source with 239 stars
- Python-based, easy to integrate
- Semantic search improves recall over keyword matching
Cons
- Limited documentation or feature details available
- No explicit performance or scale benchmarks
- May require additional setup for large codebases
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Open source with 239 stars
- Python-based, easy to integrate
- Semantic search improves recall over keyword matching
Cons
- Limited documentation or feature details available
- No explicit performance or scale benchmarks
- May require additional setup for large codebases
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Pairs with
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