Vector Search

MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

Graph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

MCP server for the Qiskit Code Assistant intelligent code completion

One tool for AI agents to scrape, crawl, extract, map, and search the web. Self-hosted, no API keys.

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Governed memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit.

Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.

Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.

Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

Semantic document memory using Redis vector store. Save and recall files with natural language.

Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.

Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud.

Graph-based memory system for LLMs with knowledge graphs and semantic search.

Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.

Local-first personal knowledge base. Cited answers from your vault via vector + graph retrieval.