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How AI Agent Search Infrastructure Is Changing: Keenable, Independent Indexes, and NEEDLE

Keenable.ai positions itself as search infrastructure for AI agents: a 100B+ document index, Search/Fetch APIs, MCP/CLI entry points, 100K free monthly requests, and keyless public endpoints. It is worth tracking, but the 100B+ index, latency, and quality claims are still mostly company-provided; NEEDLE is open, but needs external reruns and human review.

ai 搜尋與爬取實戰

TinyFish: Free Search and Fetch Infrastructure for AI Agents

TinyFish provides four web APIs for AI agents: Search, Fetch, Agent, and Browser. Search and Fetch are permanently priced at $0 with no credit card requirement, making them a practical default layer for RAG and document retrieval.

daily AI Agent Funding

Funding Brief|Keenable Seed $26M

Keenable came out of stealth with a $26M seed round led by Accel, with Conviction Partners participating. The bet isn't 'search that beats Google' — it's that AI agents query the web in a fundamentally different pattern than humans do, and need retrieval infrastructure designed from scratch around that.

ai guide

Brave Search API Complete Guide: An Independent Search Index for Agents

Brave Search API exposes five endpoint families—Web, News, Images, Videos, and LLM Context—backed by Brave's own Web index and ranking models. Its core search is not merely a Google SERP wrapper.

ai guide

SerpAPI Complete Guide: Multiple Engines, Structured SERPs, and Async Queries

SerpAPI primarily manages search-results-page retrieval and parsing: select an engine, receive a structured SERP, then handle location, pagination, asynchronous polling, and validation in your application.

ai guide

Serper Search API Guide: Turn Google Results into Agent-Ready JSON

Serper is a third-party Google SERP API: one POST request returns structured JSON such as organic, knowledgeGraph, and peopleAlsoAsk, but production code still needs optional-field validation, URL checks, retries, and source verification.

ai deep-dive

Choosing Free Search, Scraping, and Browser APIs: Recurring Quotas, Trials, and Self-Hosting

Free access is not one model: recurring allowances, balance top-ups, rate-limited access, one-time credits, and self-hosting have different steady-state costs.

Linkup Search API Guide: From standard and deep to Structured Output

Linkup separates search depth from response shape: start most agent queries with standard + searchResults, move to deep only for multi-step browsing, and treat the monthly $20 as a balance refill rather than a new $20 grant.

ai guide

Tavily Search API Complete Guide: Search, Extract, Map, and Crawl

Tavily exposes Search, Extract, Map, and Crawl through one web API for agents. The free plan includes 1,000 credits per month; basic, fast, and ultra-fast Search cost 1 credit each, while advanced costs 2.