Self-hosted memory for AI agents over MCP: knowledge graph, vectors, graph RAG, cited answers.
Connect Runs on your machine
claude mcp add agent-memory -e SEMURG_URL=<SEMURG_URL> -e SEMURG_API_TOKEN=<SEMURG_API_TOKEN> -e SEMURG_SCOPE=<SEMURG_SCOPE> -- uvx semurg==0.1.6
{
"mcpServers": {
"agent-memory": {
"command": "uvx",
"args": [
"semurg==0.1.6"
],
"env": {
"SEMURG_URL": "<SEMURG_URL>",
"SEMURG_API_TOKEN": "<SEMURG_API_TOKEN>",
"SEMURG_SCOPE": "<SEMURG_SCOPE>"
}
}
}
}
{
"mcpServers": {
"agent-memory": {
"command": "uvx",
"args": [
"semurg==0.1.6"
],
"env": {
"SEMURG_URL": "<SEMURG_URL>",
"SEMURG_API_TOKEN": "<SEMURG_API_TOKEN>",
"SEMURG_SCOPE": "<SEMURG_SCOPE>"
}
}
}
}
{
"servers": {
"agent-memory": {
"type": "stdio",
"command": "uvx",
"args": [
"semurg==0.1.6"
],
"env": {
"SEMURG_URL": "<SEMURG_URL>",
"SEMURG_API_TOKEN": "<SEMURG_API_TOKEN>",
"SEMURG_SCOPE": "<SEMURG_SCOPE>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
SEMURG_URLOptional | Your Semurg node (http://127.0.0.1:4000 by default) |
SEMURG_API_TOKENRequired, secret | Your node API token |
SEMURG_SCOPEOptional | A default memory scope for this connection |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 3 Nov 2026 |
| Last updated | 3 Nov 2026 |
| Registry name | io.semurg/agent-memory |
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