# FirmMem MCP Server

> FirmMem MCP Server — jiayoupengpeng-firmmem-mcp. Use this tool when you need to implement a robust and adaptive long-term memory system for AI agents, solving problems of knowledge retention and retrieval in fully offline environments. It takes in AI agent interactions and outputs scored memory recall with trust feedback, using hierarchical memory tiers and Ebbinghaus forgetting curves to optimize retention. Ideal for use cases requiring deterministic and private AI memory management.

Canonical page: https://skillsregistry.net/skills/jiayoupengpeng-firmmem-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jiayoupengpeng-firmmem-mcp

## Description

A pure SQLite structured long-term memory MCP server for AI agents, featuring adaptive Ebbinghaus forgetting curves, hierarchical memory tiers, trust feedback, and anomaly detection—all fully offline with deterministic scoring.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/cx1qwchr54)
- **Repository:** <https://github.com/jiayoupengpeng/firmmem-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": "jiayoupengpeng-firmmem-mcp"
    }
  }
}
```

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