Give your AI agents persistent memory. mnemory is a self-hosted MCP server that adds personalization and long-term memory to any AI assistant — Claude Code, ChatGPT, Open WebUI, Cursor, or any…
mnemory is an MCP project maintained in the fpytloun/mnemory repository. The maintainer describes its purpose as “Give your AI agents persistent memory. mnemory is a self-hosted MCP server that adds personalization and long-term memory to any AI assistant — Claude Code…”. Read the project documentation for the complete scope.
The maintainer’s configuration uses http://localhost:8050/mcp. It declares streamable-http transport. Check the project’s account and authentication instructions when adding the endpoint to your client.
Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.
{
"mcpServers": {
"mnemory": {
"type": "streamable-http",
"url": "http://localhost:8050/mcp",
"headers": {
"X-Agent-Id": "claude-code"
}
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
In-memory vector store with TF-IDF vectorization and cosine similarity search. Pay-per-call via x402 (USDC on Base L2) -- no API key, no signup, no rate-limit wall.
Aarna MCP server — 138 tools for AI agent integration. Hosted by Junct.
The knowledge base your AI reads and writes, under your rules — over MCP, EU-hosted.
This project provides a lightweight Machine Communication Protocol (MCP) server that wraps key functionalities of the CORE.ac.uk API. It enables local programmatic access to academic content…