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MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.
SuperMemory is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 67/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding SuperMemory to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
uvx supermemory-agent==0.2.5Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-06-13T22:16:31.798732Z",
"publishedAt": "2026-06-13T22:16:31.798732Z",
"statusChangedAt": "2026-06-13T22:16:31.798732Z"
}
},
"server": {
"name": "io.github.YashvantHange/supermemory",
"title": "SuperMemory",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.2.5",
"packages": [
{
"version": "0.2.5",
"transport": {
"type": "stdio"
},
"identifier": "supermemory-agent",
"runtimeHint": "supermemory-agent",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"environmentVariables": [
{
"name": "SUPERMEMORY_STORAGE_PATH",
"default": ".supermemory",
"description": "Local directory for .supermemory file storage"
},
{
"name": "UALL_DATA_DIR",
"default": ".supermemory",
"description": "Legacy alias for SUPERMEMORY_STORAGE_PATH"
}
]
}
],
"repository": {
"url": "https://github.com/YashvantHange/SuperMemory",
"source": "github"
},
"websiteUrl": "https://github.com/YashvantHange/SuperMemory",
"description": "MCP-first agent learning: capture failures, validate lessons, retrieve context, improve."
}
}