Enterprise DNAEnterprise DNA
MMCP Serverslow

scarletkc/vexor

by Various

A semantic search engine for files and code.

Visit siteSubmit your build →

MCP

scarletkc/vexor

Added 3 Sept 2026

#ai#claude#cli#codex#embeddings#mcp-server#python#search
Catalogue record, not a reviewed recommendation. This record can include automatically collected descriptions and setup details. Confirm important claims with the original source. Explore source-reviewed tools.

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, uv

Clients listed in this record (not verified here)

Claude Code, Cursor, Windsurf, ChatGPT

Notes

239 stars on GitHub. Last updated 2026-08-29. Licensed MIT.

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

Other entries in the index that connect to this one. Click through to see the chain.

Free 27-page guide

Get the free Developer’s Field Guide

A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.

Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.

No spam. Unsubscribe any time.

← Back to MCP ServersSubmit your own entry →