# notes-rag-mcp

> Use this tool when you need to manage and interact with notes using natural language, enabling capabilities such as adding, searching, and summarizing notes. It solves problems related to note organization, information retrieval, and knowledge management, providing a user-friendly interface for inputting and querying notes. It takes in natural language queries and outputs relevant notes, summaries, or answers, making it ideal for use cases where efficient note management and AI-powered insights are required.

Canonical page: https://skillsregistry.net/skills/konradxmalinowski-notes-rag-mcp  
JSON: https://api.skillsregistry.net/v1/skills/konradxmalinowski-notes-rag-mcp

## Description

A Python MCP server for note management with RAG capabilities, enabling adding, searching, asking questions, summarizing, and deleting notes, using PostgreSQL and ChromaDB with Google Gemini for embeddings and generation.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/jfareq09v5)
- **Repository:** <https://github.com/konradxmalinowski/mcp-notes>

## 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": "konradxmalinowski-notes-rag-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/konradxmalinowski-notes-rag-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/konradxmalinowski-notes-rag-mcp/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