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Lochless

Hosted text index for LLMs and agents: send raw text, query in plain English, get every relevant match with quotes or a cited answer.

Visit lochless.io →Docs

Lochless is a hosted text index built for LLMs and agents, intended to replace the retrieval stack (chunking, embeddings, vector database, reranker) with three API endpoints: POST /v1/ingest to send raw text documents (up to 1M characters each) with id, timestamp and metadata; POST /v1/context to return every document judged relevant to a natural-language query, as quotes with document ids and metadata; and POST /v1/ask to return a short written answer with inline citations. Queries support time and metadata filters, a free dry run showing price before execution, and a per-query read limit (default $1). Also offers an MCP server (https://api.lochless.io/mcp) with search, browse, read and ask tools, a free demo MCP server, and a BYOC option running in the customer's own AWS or GCP account. Early access; prepaid billing with $5 free credit.

Category
Search
Pricing
usage_based · from $0.10 per 1M tokens scanned; $0.05 per /ask answer; $0.005 per page (3,000 chars) indexed
Free tier
yes
API
yes
MCP server
yes
SDK
no
Open source
no

#retrieval#rag#text-index#llm-tools#mcp#search-api

Listed 2026-10-27 · last verified 2026-10-27 · extracted by @cf/zai-org/glm-5.3-flash · confidence 0.95

API
curl https://toolgrep.com/api/products/lochless