Auditable context layer for your AI agents.

Alchemyst AI — the institutional context backbone for AI agents

Alchemyst AI is the ONLY verifiable AI context engine. Stop re-explaining your business to your AI agents every time. Enable AI agents to run day-to-day operations at enterprise scale with persistent, traceable context, semantic retrieval, and context arithmetic over your institutional knowledge graph. One API. Zero infrastructure. Sub-300ms retrieval latency at p95, 99.7% reduction in domain hallucinations, 20x faster debugging, 99.9% uptime SLA.

Context arithmetic — the core primitive

Dynamic set algebra over meaning computed at query time. Intersection narrows scope by team, region, or version. Union widens recall across sources. Subtraction removes superseded or out-of-scope content. Ranking keeps only the right context in the window. Memory is derived, not hard-coded: recall what happened, resolve what it means, inform how to act — all from one institutional knowledge graph.

Context traces and semantic consensus

Every agent decision is traceable to the exact context it had, with sources, scores, and rules applied. Define canonical term definitions at the org level so revenue, pricing, and policy resolve before they reach the model. Pairs with OpenAI Euphony for visual debugging. Works with Python, TypeScript, LangChain, LlamaIndex, n8n, MCP servers in Claude Desktop, Cursor, and VS Code, plus a Chrome extension.

Use cases, pricing, and trust

Production use cases include customer support with memory-powered personalization, EdTech tutoring, finance fraud detection, healthcare continuity, and voice agents. Free tier includes 5M tokens, with Starter, Accelerate, Supercharge, and Enterprise tiers. Company: XAlchemyst Technologies Pvt. Ltd., Kolkata, India. Contact founders@getalchemystai.com. See About, Contact, Privacy, sitemap, llms.txt, docs, and the OpenAPI spec at /openapi.json.

CLI, SDKs, and MCP for agents

Official CLI entry points: npm install @alchemystai/sdk and pip install alchemystai. Build the context-aware CLI agent in 10 minutes at https://getalchemystai.com/cli and CLI Agent docs. MCP Streamable HTTP at https://getalchemystai.com/mcp. OpenAPI at https://getalchemystai.com/openapi.json.