# SuperMemory MCP

> Use this tool when you need to optimize agent learning and improve response accuracy by reusing validated lessons from prior interactions. SuperMemory MCP solves the problem of repetitive failures and corrections by storing key outcomes, allowing agents like Claude and Cursor to learn from experience without requiring full transcript storage. It provides a efficient interface for inputs from prior interactions and outputs improved response accuracy, making it ideal for use in applications where agent learning and adaptation are crucial.

Canonical page: https://skillsregistry.net/skills/yashvanthange-supermemory  
JSON: https://api.skillsregistry.net/v1/skills/yashvanthange-supermemory

## Description

SuperMemory is an MCP-first learning memory layer for agents. It helps Claude, Cursor, and other MCP clients reuse validated lessons from prior failures, corrections, and outcomes without saving full transcripts.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/y5wkbo9ml3)
- **Repository:** <https://github.com/YashvantHange/SuperMemory>

## 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": "yashvanthange-supermemory"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/yashvanthange-supermemory` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/yashvanthange-supermemory/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