{"id":"63ce686c-58d2-4be7-9371-a585b02060e3","name":"Seekstorm","slug":"seekstorm","description":"SeekStorm - sub-millisecond full-text search library & multi-tenancy server in Rust","website_url":"https://seekstorm.com","category":["developer","search","api"],"score":{"overall":64,"raw":64,"capped":false,"verified":false,"breakdown":{"latency":10,"consistency":7,"doc_quality":6,"error_clarity":5,"auth_simplicity":5,"token_efficiency":7,"first_try_success":6,"response_parseability":7},"source":"prowl","credential_tested":false,"probe_health":{"status":"healthy","up_pct":1.0,"samples":3,"target":"website","p50_latency_ms":109,"last_probed":"2026-10-09T00:51:24.096421+00:00","lookback_hours":24,"no_response":0}},"latency":null,"uptime_30d":null,"protocols":["rest"],"auth_type":null,"mcp_manifest_url":null,"openapi_spec_url":null,"verified":false,"domain_verified":false,"claimed":false,"vendor_id":null,"status":"active","profile":null,"pricing":{"model":"unknown","notes":"No pricing information was exposed in the analysis payload; agents cannot surface cost expectations to users without a manual lookup."},"last_crawled":"2026-10-08T20:30:52.616223+00:00","last_benchmarked":"2026-10-07T23:15:36.952237+00:00","supports_x402":false,"agent_auth_methods":null,"supports_streaming":false,"has_sandbox":false,"sdks":null,"llms_txt_url":null,"similarity_score":null,"telemetry_evidence":null,"agent_signal":null,"mycelio":{"signed":false,"source":"heuristic","outline":[{"id":"vector-lexical-search-faster-than-instant-is-faster-than-ins","depth":1,"heading":"Vector & lexical search.\n\nFaster than instant.\n\n\n\nIs “faster than instant” even possible?\nHuman visual perception can recognize changes at surprisingly short timescales. Research has demonstrated visual processing on the order of 13 milliseconds.\nSeekStorm averages 0.3 ms per query in our benchmark* — roughly 43× below that 13 ms reference point.\nWhy go that fast if humans can't notice the difference?\n\nBecause “instant” is a human-perception concept, not an engineering target.\n1. Tail latencyAverage latency isn't enough. Search infrastructure needs headroom for thousands of concurrent queries, complex queries, and traffic spikes.\n2. Machines don't perceive like humansReal-time systems, high-frequency applications, and AI agents can issue requests at machine speed — often many in parallel.\n3. Latency compoundsWhen search is one step in a larger application or agent workflow, every millisecond adds up.\n\n* benchmark: SeekStorm 3.3.5 library, lexical search over 5M English Wikipedia documents; queries derived from the AOL query dataset. 0.3 ms average query latency.","preview":"Portable index across library, self-hosted, or SeekStorm Cloud. Self-host for free, or let us run it.  Get started → Vie…","size_bytes":175},{"id":"search-that-keeps-up-with-your-agents","depth":2,"heading":"Search that keeps up with your agents","preview":"SeekStorm combines lexical (BM25) and vector search natively — no separate database to sync, no re-ranking pipeline to d…","size_bytes":408},{"id":"start-small-grow-up-never-re-index","depth":2,"heading":"Start small. Grow up. Never re-index.","preview":"The same binary index moves with you — from an embedded library, to a self-hosted server, to fully managed cloud.  Libra…","size_bytes":379},{"id":"every-millisecond-matters","depth":2,"heading":"Every millisecond matters","preview":"A slow query isn't just slower — it's lost conversions and lost revenue. Search that's fast on average but spikes at the…","size_bytes":1388},{"id":"why-seekstorm","depth":2,"heading":"Why SeekStorm?","preview":"One engine, hybrid search Lexical + vector, one query, one index.   Built for AI agents MCP server, real-time indexing —…","size_bytes":479},{"id":"a-client-for-every-stack","depth":2,"heading":"A client for every stack","preview":"Same REST API underneath, idiomatic on top. Pick a client that fits your stack.  Python TypeScript Rust C# Java Go   Pyt…","size_bytes":5384},{"id":"coming-from-algolia-keep-your-frontend","depth":2,"heading":"Coming from Algolia? Keep your frontend.","preview":"SeekStorm's InstantSearch-compatible adapter means you can point your existing frontend at SeekStorm and change almost n…","size_bytes":511},{"id":"transparent-usage-based-pricing","depth":2,"heading":"Transparent, usage-based pricing","preview":"Pay for what you use, split by resource — so you can see what's actually driving your bill, instead of one blended numbe…","size_bytes":124},{"id":"free-to-self-host-forever","depth":2,"heading":"Free to self-host. Forever.","preview":"SeekStorm is a permissive open-source alternative to Algolia, Elasticsearch, and Turbopuffer. Run the core engine yourse…","size_bytes":1156},{"id":"add-search-to-your-app-today","depth":2,"heading":"Add search to your app today!","preview":"Get started → Talk to us →","size_bytes":30}],"readiness":80,"fetched_at":1791414936,"affordances":[{"kind":"link","label":"SeekStorm","target":"https://seekstorm.com/index.html"},{"kind":"link","label":"Search API\nHybrid vector & full-text search over REST or gRPC","target":"https://seekstorm.com/index.html#products"},{"kind":"link","label":"Search API features\nFacets, filters, ranking, typo tolerance & more","target":"https://seekstorm.com/search-api-features.html"},{"kind":"link","label":"Search API use cases\nE-commerce, docs, apps & AI agent retrieval","target":"https://seekstorm.com/search-api-use-cases.html"},{"kind":"link","label":"What is faceted search\nGuided filtering explained, with examples","target":"https://seekstorm.com/what-is-faceted-search.html"},{"kind":"link","label":"What is Search-as-a-Service\nManaged, hosted search without the ops burden","target":"https://seekstorm.com/what-is-search-as-a-service.html"},{"kind":"link","label":"Demo","target":"https://seekstorm.com/demo.html"},{"kind":"link","label":"Docs","target":"https://seekstorm.github.io/documentation"},{"kind":"link","label":"Blog","target":"https://seekstorm.com/blog"},{"kind":"link","label":"1.9k ★","target":"https://github.com/SeekStorm/SeekStorm"},{"kind":"link","label":"中文","target":"https://seekstorm.com/index.zh.html"},{"kind":"link","label":"Log in","target":"https://seekstorm.com/panel/login"},{"kind":"link","label":"Get started →","target":"https://seekstorm.com/signup.html"},{"kind":"link","label":"Demo","target":"https://seekstorm.com/demo"},{"kind":"link","label":"Research has demonstrated visual processing on the order of 13 milliseconds","target":"https://news.mit.edu/2014/in-the-blink-of-an-eye-0116"},{"kind":"link","label":"benchmark","target":"https://seekstorm.github.io/search-benchmark-game/"},{"kind":"link","label":"Hybrid search\nBM25 + Vector","target":"https://seekstorm.com/architecture.html#dual-engine"},{"kind":"link","label":"Terabyte scale\nDisk-backed · RAM-efficient","target":"https://seekstorm.com/architecture.html#storage-layout"},{"kind":"link","label":"See the AI/RAG quickstart →","target":"https://seekstorm.com/ai_agent_rag_mcp.html"},{"kind":"link","label":"Why tail latency costs you customers →","target":"https://seekstorm.com/blog/tail-latencies-and-percentiles/"},{"kind":"link","label":"Learn more about the architecture","target":"https://seekstorm.com/architecture.html"},{"kind":"link","label":"Python client repository","target":"https://github.com/SeekStorm/seekstorm_client_pure_py"},{"kind":"link","label":"TypeScript client repository","target":"https://github.com/SeekStorm/seekstorm_client_ts"},{"kind":"link","label":"C# client repository","target":"https://github.com/SeekStorm/seekstorm_client_cs"},{"kind":"link","label":"Java client repository","target":"https://github.com/SeekStorm/seekstorm_client_java"},{"kind":"link","label":"Go client repository","target":"https://github.com/SeekStorm/seekstorm_client_go"},{"kind":"link","label":"From Algolia\nDrop-in InstantSearch adapter — keep your current UI, switch the backend.\nMigration guide →","target":"https://github.com/SeekStorm/seekstorm-instantsearch-adapter"},{"kind":"link","label":"Build with InstantSearch\nUse InstantSearch.js, React InstantSearch, or Vue InstantSearch to build your UI, with SeekStorm as the backend.\nWidget library →","target":"https://github.com/algolia/instantsearch"},{"kind":"link","label":"Talk to us →","target":"https://seekstorm.com/contact.html"},{"kind":"link","label":"Apache 2.0 license","target":"https://github.com/SeekStorm/SeekStorm/blob/main/LICENSE"}],"ttl_seconds":86400,"content_length":10051},"featured":false,"sponsored":false,"source":null}