vexor MCP Server
scarletkc/vexor
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A semantic search engine for files and code.
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Get API Access → claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
scarletkc/vexor is a Python tool licensed under MIT. A semantic search engine for files and code. Topics: embeddings, ai, cli, python, search, vector, claude, codex, skills, terminal, mcp-server.
Ranked #4658 out of 24846 indexed tools.
Ecosystem
embeddingsaiclipythonsearchvectorclaudecodexskillsterminalmcp-server
Score Breakdown
Stars 15% 244
244 stars → growing community
Freshness 25% 1mo ago
Last commit 1mo ago → moderate activity
Issue Health 25% 38%
3/8 issues closed → many open issues
Contributors 10% 5
5 contributors → small team
Dependents 25% 0
No dependents → no downstream usage
npm Downloads N/A
PyPI Downloads 13% 536/wk
536 weekly installs → early adoption
Forks 16
Description Brief
License MIT
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Description low impact
Freshness high impact
Issue Health high impact
Matched Queries
From the README
<div align="center">
# Vexor
</div>
---
**Vexor** is a semantic search engine that builds reusable indexes over files and code.
It supports configurable embedding and reranking providers, and exposes the same core through a Python API, a CLI tool, and an MCP server.
<video src="https://github.com/user-attachments/assets/4d53eefd-ab35-4232-98a7-f8dc005983a9" controls="controls" style="max-width: 600px;">
Vexor Demo Video
</video>
## Featured In
Vexor has been recognized and featured by the community:
- **[Ruan Yifeng's Weekly (Issue #379)](https://github.com/ruanyf/weekly/blob/master/docs/issue-379.md#ai-%E7%9B%B8%E5%85%B3)** - A leading tech newsletter in the Chinese developer community.
- **[Awesome Claude Skills](https://github.com/VoltAgent/awesome-claude-skills?tab=readme-ov-file#development-and-testing)** - Curated list of best-in-class skills for AI agents.
- **[Awesome MCP Servers](https://github.com/punkpeye/awesome-mcp-servers#-developer-tools)** - Curated li Read full README on GitHub → Get the weekly AgentRank digest
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