# EvolvMem

> EvolvMem — 1942293420-evolvmem-mcp. Use this tool when you need to efficiently manage and search large amounts of data, especially with Chinese language support, and require a robust memory plugin with advanced search capabilities. EvolvMem solves problems related to data retrieval, organization, and consolidation, offering a hybrid search approach and self-iterating memory management. It provides a web console interface for easy interaction, making it suitable for applications that require fast and accurate data access.

Canonical page: https://skillsregistry.net/skills/1942293420-evolvmem-mcp  
JSON: https://api.skillsregistry.net/v1/skills/1942293420-evolvmem-mcp

## Description

A fully-local, three-layer memory plugin for Claude Code with Chinese support, offering hybrid FTS5/trigram and HNSW vector search, self-iterating memory management, consolidation, and a web console.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **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/xkg45r66jj)
- **Repository:** <https://github.com/1942293420/Evolvmem_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": "1942293420-evolvmem-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/1942293420-evolvmem-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/1942293420-evolvmem-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