# ScribblesLM

> Use this tool when you need to efficiently manage and search large collections of documents, or when you require a self-hosted solution for semantic search and contextual retrieval. ScribblesLM enables ingestion of documents into organized notebooks and returns ranked chunks of relevant information, solving problems related to information overload and knowledge retrieval. It is ideal for use cases where contextual understanding and precise search results are crucial, with inputs including documents and search queries, and outputs featuring raw ranked chunks of relevant information.

Canonical page: https://skillsregistry.net/skills/elphamale-scribbleslm  
JSON: https://api.skillsregistry.net/v1/skills/elphamale-scribbleslm

## Description

A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivered as an MCP server. Enables ingestion of documents into named notebooks and semantic search returning raw ranked chunks.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/rc6gll7izq)
- **Repository:** <https://github.com/elphamale/scribbleslm>

## 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": "elphamale-scribbleslm"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/elphamale-scribbleslm` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/elphamale-scribbleslm/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