Knowledge & Memory

Persistent memory for AI agents and humans. Store, search, and discover patterns.

SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.

Multi-level reasoning MCP server with configurable depth levels

Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.

Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

Memory, docs, and repo context layer for engineering agents.

Long-term memory for AI agents: local-first PKM with provenance and hybrid search.

Recall locally stored agent memories through an MCP-compatible host.

Architectural sensor for Python codebases.

Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.

Git-backed long-term memory authority for AI agents via MCP.

Self-hosted long-term memory for AI agents over MCP — hierarchical recall backed by pgvector

Durable user/project memory for MCP clients: recall context and remember selected facts.

Standards-based A2A hub. One MCP connection to thousands of agents, with shared persistent memory.

A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

Tamper-evident record of what your AI agent did, plus local-first verifiable memory.

A multi-parent goal graph where value propagates, so what more things depend on ranks higher

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

Persistent memory graph for coding agents: hypotheses, evidence, and decisions survive sessions.