Provides a persistent memory solution using a local knowledge graph, allowing applications to remember information across interactions.
Provides a persistent memory solution using a local knowledge graph, allowing applications to remember information across interactions.
This is to test and demonstrate Claude AI's coding abilities, as well as good AI workflows and prompt design. This is a fork of a Python Memory MCP Server (I believe the official one is in Java) which uses SQLite for a backend.
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| create_entities | Create multiple new entities in the knowledge graph |
| create_relations | Create multiple new relations between entities |
| add_observations | Add new observations to existing entities |
| delete_entities | Remove entities and their relations |
| delete_observations | Remove specific observations from entities |
| delete_relations | Remove specific relations from the graph |
| read_graph | Read the entire knowledge graph |
| search_nodes | Search for nodes based on query |
| open_nodes | Retrieve specific nodes by name |
{
"mcpServers": {
"memory": {
"command": "docker",
"args": ["run", "-i", "--rm", "mcp/memory"]
}
}
}Configuration as documented by the project. Restart the client after saving.
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.
Agent-agnostic persistent memory as an MCP Server — local-first: memories travel with your project in .aamm/, shared across Claude Code / Qoder / Cursor.
GitBook Model Context Protocol server - read and search GitBook documentation with AI assistants
MCP server for Calypso (AIcore) agents via OpenAI-compatible API.
A [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server for processing SGF (Smart Game Format) files. Extract game information and