MCP servers for graphrag

In-memory graph database and Gremlin traversal engine in Rust: browser playground, CLI, MCP server for AI agents, durable store, Python bindings.

Epistemic belief state updater and contradiction detector resolving knowledge graph assertion conflicts

Epistemic belief state updater and contradiction detector resolving knowledge graph assertion conflicts

Continual few-shot exemplar distiller mining high-scoring execution trajectories into prompt demonstrations

Ebbinghaus forgetting curve auditor calculating retention probabilities and executing garbage collection

Two-tier memory consolidation engine distilling ephemeral working memory into persistent episodic knowledge

Ebbinghaus forgetting curve auditor calculating retention probabilities and executing garbage collection

Continual few-shot exemplar distiller mining high-scoring execution trajectories into prompt demonstrations

Two-tier memory consolidation engine distilling ephemeral working memory into persistent episodic knowledge

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG

Hierarchical semantic chunk re-ranker evaluating hybrid keyword and dense relevance scores for agentic RAG