Graphlit Review 2026

Graphlit review covering ingestion, extraction, search, RAG, MCP access, published pricing, use cases, and the critical wind-down and signup closure.

Graphlit is a managed context layer for ingesting, enriching, searching, and retrieving unstructured content. Its pricing page lists PDFs, audio, video, web pages, feeds, Notion, blob storage, text and vector search, RAG conversations, workflows, and MCP access. However, the same official page now says Graphlit is winding down, new signups are closed, and only existing accounts remain available during the transition. That status dominates the review: new buyers should not begin an implementation. Existing customers should inventory feeds, items, embeddings, workflows, API dependencies, MCP clients, and chatbots. Export source content and derived metadata, document schemas and identifiers, choose a replacement, and run it in parallel against a fixed retrieval test set.

Official pricing checked September 18, 2026 lists Free at $0; Hobby at $49 per month plus $0.10 per credit, up to 10 GB and 10,000 items; Starter at $199 plus $0.09 per credit, up to 100 GB and 100,000 items; and Growth at $999 plus $0.08 per credit with unlimited storage and items listed. These figures may inform transition billing for existing customers, but signup is closed. The honest use case is migration and continuity planning, not new adoption.