Mnemo MCP Server

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

Local serverstdio

What is the Mnemo MCP Server?

Mnemo is an MCP integration. Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

Packages and local setup

The published pypi package is agora-mnemo, version 1.24.2. Its declared MCP transport is stdio.

The package declares MNEMO_PATH: Path to the JSON memory file the server persists to (defaults to ./mnemo_memory.json).; MNEMO_ECHO_GUARD: 1 (default) blocks a restated retired value from resurrecting a corrected fact; 0 = legacy keyed supersession.; MNEMO_EMBED_URL: Optional OpenAI-compatible /embeddings endpoint for SEMANTIC recall (e.g. http://localhost:11434/v1/embeddings for local Ollama). Unset = deterministic lexical recall.; MNEMO_EMBED_MODEL: Embedding model id used with MNEMO_EMBED_URL (default: text-embedding-3-small; for Ollama use e.g. nomic-embed-text)..

Before connecting

Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.

Project and source

View the publisher’s registry entry · Project repository · Project website. This profile uses version 1.24.2 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.

Browse related developer tools MCP servers for tools that cover the same kind of work.

Configuration

VariableDescriptionRequired
MNEMO_PATHPath to the JSON memory file the server persists to (defaults to ./mnemo_memory.json).Optional
MNEMO_ECHO_GUARD1 (default) blocks a restated retired value from resurrecting a corrected fact; 0 = legacy keyed supersession.Optional
MNEMO_EMBED_URLOptional OpenAI-compatible /embeddings endpoint for SEMANTIC recall (e.g. http://localhost:11434/v1/embeddings for local Ollama). Unset = deterministic lexical recall.Optional
MNEMO_EMBED_MODELEmbedding model id used with MNEMO_EMBED_URL (default: text-embedding-3-small; for Ollama use e.g. nomic-embed-text).Optional