MCP-AgentMemory

jenreh/MCP-AgentMemory

3.2

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The Memory Graph MCP Server for Python Development is a specialized server that tracks development sessions, errors, fixes, and coding patterns using a persistent knowledge graph.

Tools

Functions exposed to the LLM to take actions

upsert_entity

Create or update entities such as features, patterns, and concepts.

create_relations

Establish connections between entities.

add_insights

Store observations and code snippets.

read_graph

Retrieve the complete knowledge graph.

search_insights

Search through insights by text, tags, kind, or language.

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources