# Agent Memory Mesh

> Use this tool when you need to retain long-term context and provide persistent memory for AI agents, solving problems of knowledge loss and context switching. It supports semantic memory search, observation saving, and graph-based queries, accepting a paid bearer token as input and generating session summaries as output. Ideal for use cases requiring continuous learning and information retention across sessions.

Canonical page: https://skillsregistry.net/skills/clauxel-agent-memory-mesh  
JSON: https://api.skillsregistry.net/v1/skills/clauxel-agent-memory-mesh

## Description

A paid hosted MCP service providing persistent memory for AI agents. Supports semantic memory search, saving observations, generating session summaries, and graph-based memory queries for long-term context retention. Requires a paid bearer token for access.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/clauxel-agent-memory-mesh)
- **Repository:** <https://github.com/clauxel/agentmemory-mesh-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": "clauxel-agent-memory-mesh"
    }
  }
}
```

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