# distillory

> Use this tool when you need to create a persistent and reasoning memory for AI agents, enabling them to store and retrieve entity profiles. The distillory tool ingests data, synthesizes entity profiles, and provides MCP tools like add, search, and profile to interact with the memory engine. It solves problems related to data storage and retrieval, and is ideal for use cases requiring local-first memory management and entity profile synthesis.

Canonical page: https://skillsregistry.net/skills/everyai-com-distillory  
JSON: https://api.skillsregistry.net/v1/skills/everyai-com-distillory

## Description

Local-first memory engine that synthesizes entity profiles at ingestion. Enables persistent, reasoning memory for AI agents via MCP tools like add, search, and profile.

## Trust

- **Trust score (0–1):** 0.53
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/iailv0u60j)
- **Repository:** <https://github.com/everyai-com/distillory>

## 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": "everyai-com-distillory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/everyai-com-distillory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/everyai-com-distillory/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