# brain-mcp

> brain-mcp — marcin-stanczyk-brain-mcp. Use this tool when you need to enhance AI coding assistants with long-term memory capabilities, storing lessons and patterns for efficient retrieval. It solves problems of knowledge retention and recall, enabling AI agents to learn from past interactions and improve performance over time. The brain-mcp tool accepts input data, stores it in a local SQLite database, and outputs relevant information via optional hybrid vector search.

Canonical page: https://skillsregistry.net/skills/marcin-stanczyk-brain-mcp  
JSON: https://api.skillsregistry.net/v1/skills/marcin-stanczyk-brain-mcp

## Description

A local MCP server that acts as long-term memory for AI coding assistants, storing lessons and patterns in a local SQLite database with optional hybrid vector search via Ollama.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/nt9x7lpoy6)
- **Repository:** <https://github.com/Marcin-Stanczyk/brain-mcp>

## 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": "marcin-stanczyk-brain-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/marcin-stanczyk-brain-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/marcin-stanczyk-brain-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