AI and memory

Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.

SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)

Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.

Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstash Redis.

Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.

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

Real-time NSE/BSE stock sentiment, news NLP, technical analysis & RAG search via MCP.

LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.

Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent.

Cross-LLM persistent memory: store context once, recall it from any AI model.

Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions by meaning.

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

Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports

Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.

OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).

Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.

Wall-clock awareness for LLM agents. Two tools: elapsed-time-between-turns + day rollover detection.

Local-first MCP tools for searching and drafting from your X/Twitter archive.

Vet LLM-emitted shell commands BEFORE execution. 26 destructive-pattern rules / 8 families.

Replicate MCP server - image, video, audio, speech, LLM, vision, upscale, 3D, training. 36 tools.

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

Local code-memory graph for AI coding agents.

Paper-backed quant trading methods and a deterministic, no-LLM decision helper for serious traders.

Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.