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Self-hosted memory for AI agents over MCP: knowledge graph, vectors, graph RAG, cited answers.
Semurg agent memory is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 56/100. 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. No automated install command is listed; check the repository for manual setup instructions. Review the last-pushed date and repository status before adding Semurg agent memory to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
See source docsReview the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-25T06:50:02.137068Z",
"publishedAt": "2026-10-25T06:50:02.137068Z",
"statusChangedAt": "2026-10-25T06:50:02.137068Z"
}
},
"server": {
"name": "io.semurg/agent-memory",
"title": "Semurg agent memory",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "11.126.20261025",
"repository": {
"url": "https://github.com/One-Semurg/semurg-mcp",
"source": "github"
},
"websiteUrl": "https://one.semurg.io/blog/semurg-agent-memory-over-mcp",
"description": "Self-hosted memory for AI agents over MCP: knowledge graph, vectors, graph RAG, cited answers."
}
}