# Agent Memory MCP

> Agent Memory MCP — jthiruveedula-agent-memory-mcp. Use this tool when you need to efficiently manage and share knowledge across multiple workspaces, and automate tool recommendations to optimize performance. The Agent Memory MCP captures and organizes memories, builds a personal knowledge graph, and learns preferences to provide tailored suggestions. It takes in workspace data and user interactions as inputs, and outputs personalized tool recommendations to limit token usage.

Canonical page: https://skillsregistry.net/skills/jthiruveedula-agent-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/jthiruveedula-agent-memory-mcp

## Description

A self-improving memory server that captures, organizes, and shares memories across workspaces, builds a personal knowledge graph, learns preferences, and recommends tools to limit token usage.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/kd3ddqxuab)
- **Repository:** <https://github.com/jthiruveedula/agent-memory-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": "jthiruveedula-agent-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jthiruveedula-agent-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jthiruveedula-agent-memory-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