Search Tools MCP Server

Item: Search Tools MCP Server
Rating: 53
Author: M8ven

Enables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-ranked results.

→ voxmenthe/search-tools-mcp · listed on glama

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// key findings

⚠️

Tool descriptions don’t match what handlers do

9 tools describe read intent but their handlers mutate — analyze_recent_changes (line 78: log_result = subprocess.run(git_log_cmd, capture_output=True, text=True)); contextual_keyword_search (line 34: result = subprocess.run(); smart_code_search (line 775: rg_result = subprocess.run()

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: OPENAI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

🔐 secretOPENAI_API_KEY

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/voxmenthe-search-tools-mcp-ay5pr5)](https://m8ven.ai/mcp/voxmenthe-search-tools-mcp-ay5pr5)

commit: 1ad8dfde8b9b86718634481955308a88a7bf2c10

code hash: e567d63000dfeb5ee18e1b1d002e98c2994edb70393a96ba06a0c042a953a7d0

verified: 6/17/2026, 12:45:46 PM

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