localllm-MCP

Item: localllm-MCP
Rating: 67
Author: M8ven

MCP server that enables AI to read, search, and edit local files securely without external data exposure, using local LLMs via Ollama and integrating with Open WebUI or Claude Desktop.

→ tsxk1san/localllm-MCP · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// required environment variables

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

configOLLAMA_HOST

configOLLAMA_MODEL— qwen2.5:7b 使うローカルモデル（tool対応必須）

configMAX_TOOL_ITERATIONS— 12 1発話あたりのツール呼び出し上限

configWORKSPACE_ROOT— "env": { "": "/path/to/workspace", "ENABLE_RAG": "1" }

configCHROMA_DB_DIR— root>/.chroma_db ベクタDBの保存先

configENABLE_RAG— "env": { "WORKSPACE_ROOT": "/path/to/workspace", "": "1" }

configEMBED_MODEL— intfloat/multilingual-e5-large 埋め込みモデル

configWORKSPACE_CONFIG— ./workspace_config.json 追加設定JSON（任意）

// 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/tsxk1san-localllm-mcp-dkk4k3)](https://m8ven.ai/mcp/tsxk1san-localllm-mcp-dkk4k3)

commit: 393713d3ac465f4a8432b9dea16edb6810eeed1d

code hash: 3447948b76865752c18c74e2b2f089c7838accb20bb66a4272db0c98556fd568

verified: 7/10/2026, 10:07:54 AM

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