Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.
Connect Runs on your machine
claude mcp add mnemo -e MNEMO_PATH=<MNEMO_PATH> -e MNEMO_ECHO_GUARD=<MNEMO_ECHO_GUARD> -e MNEMO_EMBED_URL=<MNEMO_EMBED_URL> -e MNEMO_EMBED_MODEL=<MNEMO_EMBED_MODEL> -- uvx agora-mnemo==1.24.2
{
"mcpServers": {
"mnemo": {
"command": "uvx",
"args": [
"agora-mnemo==1.24.2"
],
"env": {
"MNEMO_PATH": "<MNEMO_PATH>",
"MNEMO_ECHO_GUARD": "<MNEMO_ECHO_GUARD>",
"MNEMO_EMBED_URL": "<MNEMO_EMBED_URL>",
"MNEMO_EMBED_MODEL": "<MNEMO_EMBED_MODEL>"
}
}
}
}
{
"mcpServers": {
"mnemo": {
"command": "uvx",
"args": [
"agora-mnemo==1.24.2"
],
"env": {
"MNEMO_PATH": "<MNEMO_PATH>",
"MNEMO_ECHO_GUARD": "<MNEMO_ECHO_GUARD>",
"MNEMO_EMBED_URL": "<MNEMO_EMBED_URL>",
"MNEMO_EMBED_MODEL": "<MNEMO_EMBED_MODEL>"
}
}
}
}
{
"servers": {
"mnemo": {
"type": "stdio",
"command": "uvx",
"args": [
"agora-mnemo==1.24.2"
],
"env": {
"MNEMO_PATH": "<MNEMO_PATH>",
"MNEMO_ECHO_GUARD": "<MNEMO_ECHO_GUARD>",
"MNEMO_EMBED_URL": "<MNEMO_EMBED_URL>",
"MNEMO_EMBED_MODEL": "<MNEMO_EMBED_MODEL>"
}
}
}
}
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 |
|---|---|
MNEMO_PATHOptional | Path to the JSON memory file the server persists to (defaults to ./mnemo_memory.json). |
MNEMO_ECHO_GUARDOptional | 1 (default) blocks a restated retired value from resurrecting a corrected fact; 0 = legacy keyed supersession. |
MNEMO_EMBED_URLOptional | Optional OpenAI-compatible /embeddings endpoint for SEMANTIC recall (e.g. http://localhost:11434/v1/embeddings for local Ollama). Unset = deterministic lexical recall. |
MNEMO_EMBED_MODELOptional | Embedding model id used with MNEMO_EMBED_URL (default: text-embedding-3-small; for Ollama use e.g. nomic-embed-text). |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 20 Jul 2026 |
| Last updated | 20 Jul 2026 |
| Registry name | io.github.DanceNitra/mnemo |
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