# muninn-local-mcp

> muninn-local-mcp — wolfcao-muninn-local-mcp. Use this tool when you need to provide AI agents with persistent and scoped memory for offline use, solving problems of data retention and access in local environments. It offers a local-first MCP server with project-scoped and global memory capabilities, utilizing ChromaDB and Ollama embeddings. Ideal for use cases requiring offline data storage and retrieval, with inputs of agent data and outputs of stored knowledge and embeddings.

Canonical page: https://skillsregistry.net/skills/wolfcao-muninn-local-mcp  
JSON: https://api.skillsregistry.net/v1/skills/wolfcao-muninn-local-mcp

## Description

A local-first MCP server providing persistent, project-scoped and global memory for AI agents using ChromaDB and Ollama embeddings, fully offline.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/yaujaiwy9l)
- **Repository:** <https://github.com/wolfcao/muninn-local-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": "wolfcao-muninn-local-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/wolfcao-muninn-local-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/wolfcao-muninn-local-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