# knowledge-engine

> knowledge-engine — gorosofia-knowledge-engine. Use this tool when you need to query a personal knowledge base and retrieve relevant information using semantic search and local embeddings. It solves problems related to information retrieval, knowledge management, and question answering by providing accurate and context-specific results. The knowledge-engine tool takes in natural language queries as input and outputs relevant information and insights from the personal knowledge base.

Canonical page: https://skillsregistry.net/skills/gorosofia-knowledge-engine  
JSON: https://api.skillsregistry.net/v1/skills/gorosofia-knowledge-engine

## Description

MCP server for querying a personal knowledge base using semantic RAG, powered by DeepSeek and local embeddings from Ollama.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/bgeib49ubz)
- **Repository:** <https://github.com/gorosofia/knowledge-engine>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "gorosofia-knowledge-engine"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gorosofia-knowledge-engine` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gorosofia-knowledge-engine/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt