Jina AI Search Foundation (DeepSearch / Reader)

"Your Search Foundation, Supercharged." [1]

jina.ai · By Jina AI · Agent JSON · Suggest an edit · Last verified 2026-06-14 · Source confidence: high

Jina AI Search Foundation is a suite of LLM-oriented search and retrieval APIs covering URL-to-Markdown conversion, web search, iterative deep research, fact-checking, multilingual embeddings, reranking, and text segmentation, aimed at developers building RAG pipelines, AI agents, and answer engines. Pricing is usage-based at $0.05 per million tokens, with a 10 million token free tier shared across all APIs and no sales call required to get started. EU-dedicated endpoints are available for data-residency needs, the platform is GDPR-compliant, and a remote MCP server is supported alongside JavaScript and Node.js SDKs. API inputs and outputs are not used to train Jina's models.

Best for / Avoid if

Best for: AI agents and automation - an agent-ready surface (MCP / llms.txt); Teams needing broad API coverage out of the box; Cost-sensitive teams - low, transparent entry price

Avoid if: You want to try it free before paying; You have strict compliance requirements

Scores

  • 55 / 100
    Agent friendliness
  • 85 / 100
    Pricing transparency
  • 55 / 100
    Setup speed
  • 55 / 100
    Docs quality
  • 85 / 100
    Procurement ease
  • 15 / 100
    Trust readiness

Scores are computed deterministically from this profile's published, sourced fields (pricing, compliance, capabilities, docs and developer-surface signals) - not from reviews or paid placement. Each axis is 0-100; an unknown signal scores 0 for that axis. Procurement ease is the inverse of buying friction (higher = easier to adopt).

Pricing & procurement

Pricing model
Usage-based
Published pricing
Yes
Free tier
No
Free tier details
10 million tokens one-time on new API key creation (shared across all APIs - Reader, Search, DeepSearch, Embeddings, Reranker, Classifier). No credit card required. This is a one-time welcome grant, not a recurring monthly allowance; once exhausted, tokens must be purchased. The Segmenter API does not consume tokens.
Self-serve signup
Yes [2]
Requires sales call
No
Enterprise plan
Yes [3]
Published prices
PlanItemPerAmountSource
Free (one-time signup credit)Token allocation — new API key (all APIs: Reader, Search, DeepSearch, Embeddings, Reranker, Classifier)10M tokens (one-time on account creation, not recurring)$0source
Pay-as-you-goTokens — all APIs (Reader, Search, DeepSearch, Embeddings, Reranker, Classifier)1M tokens (post-May 2025 pricing; old pricing was $0.02/1M for pre-existing auto-recharge customers)$0.05source
Pay-as-you-goSearch API (s.jina.ai) — minimum token cost per requestrequest (10,000 tokens minimum at $0.05/1M)$0.0005source
Pay-as-you-goDeepSearch — average token cost per complex queryquery (avg ~70,000 tokens at $0.05/1M)$0.0035source
Legacy Pay-as-you-go (pre-May 2025)Tokens — all APIs (grandfathered rate for pre-existing auto-recharge customers)1M tokens$0.02source

Capabilities

  • AI answer
  • Semantic / neural
  • Full content for RAG
  • Agent-ready / MCP
Supported actions
read_url (r.jina.ai - convert any URL to clean LLM-friendly text/Markdown), search_web (s.jina.ai - web search returning LLM-friendly results), deep_search (deepsearch.jina.ai/v1/chat/completions - iterative reasoning + search), ground_fact (g.jina.ai - fact-checking with factuality score and citations), create_embeddings (api.jina.ai/v1/embeddings), batch_embeddings (api.jina.ai/v1/batch/embeddings), rerank (api.jina.ai/v1/rerank), classify (api.jina.ai/v1/train and classify), segment (api.jina.ai/v1/segment - tokenize and chunk long text), search_arxiv (MCP tool - academic paper search), search_images (MCP tool - image search), capture_screenshot_url (MCP tool), expand_query (MCP tool - query rewriting and expansion), deduplicate_strings (MCP tool), deduplicate_images (MCP tool), sort_by_relevance (MCP tool - reranking), primer (MCP tool - localized/time-aware context)
Regions
Global (standard endpoints at r.jina.ai, s.jina.ai, api.jina.ai), EU (dedicated endpoints at eu.r.jina.ai and eu.s.jina.ai)
Languages
Multilingual - embeddings models support 100+ languages, Reranker v2/v3 supports 100+ languages, ReaderLM-v2 supports 29 languages for structured extraction, Segmenter API supports 100+ languages including CJK
Input types
URL (any publicly accessible webpage or PDF), Natural language query (Search API, DeepSearch), Plain text (embeddings, reranker, segmenter), Images (WebP, PNG, JPEG - DeepSearch and multimodal embeddings), Files (TXT, PDF up to 10MB - DeepSearch), HTML/PDF upload via POST (Reader API), Multi-message conversation with role-based structure (DeepSearch)
Output types
JSON (URL, title, content, timestamp), Markdown (clean web content), Structured data / JSON schema (via ReaderLM-v2), Fixed-length embedding vectors, Ranked document list with relevance scores, Answer with visited/read URL citations (DeepSearch), Factuality score + verdict + source quotes (Grounding API), Streaming server-sent events (DeepSearch reasoning steps), Image captions / alt text (Reader API auto-captioning)
Webhooks
No
Sandbox / test mode
No
SDK languages
JavaScript/Node.js, MCP (remote server)
MCP server
Yes [4]

Trust & compliance

SOC 2
Unknown
HIPAA
Unknown
GDPR
Yes [5]
ISO 27001
Unknown
PCI DSS
Unknown
Published SLA
No
Rate limits
Reader API: 20 RPM (no key), 500 RPM (paid), 5,000 RPM (premium); Search API: 100 RPM (paid), 1,000 RPM (premium); DeepSearch: 50 RPM (free/paid), 500 RPM (premium); Embeddings/Reranker: 500 RPM & 2M TPM (paid), 5,000 RPM & 50M TPM (premium); Classifier: 125 RPM & 500K TPM (paid), 1,250 RPM & 12M TPM (premium); Free key baseline: 100 RPM & 100K TPM & 2 concurrent requests across most APIs; IP ceiling: 10,000 requests per 60 seconds across all APIs [6]
Known restrictions
API data (inputs, outputs, requests) is never used to train Jina's models, Cannot access login-protected or paywalled content (Reader API), Does not circumvent anti-bot protections, Competitive application development using API Output is prohibited per ToS, Reverse engineering or decompilation of services is prohibited, Automated scraping of Jina's own services is prohibited per ToS, Reader API caches URL content for 5 minutes by default, Open-source model licenses are CC-BY-NC 4.0 (non-commercial); commercial use requires Elastic customer license or contacting Elastic Sales, As of October 2025 Jina AI GmbH was acquired by Elastic; new contracts paused during integration; most customers remain on self-serve pay-as-you-go, Customers solely responsible for safeguarding API keys and all activity on them

Developer surface

Docs rendering: static · llms.txt present

Integration

API style
rest
Base URL
https://r.jina.ai (Reader); https://s.jina.ai (Search); https://deepsearch.jina.ai/v1 (DeepSearch); https://api.jina.ai/v1 (Embeddings/Reranker)
Version
v1
Versioning
url
Stability
ga
Auth methods
api_key
Idempotency keys
No
Rate limit
500 / minute

SDKs

  • JavaScript/Node.js node-DeepResearch · repo
  • MCP (remote server) · repo

Adoption & maturity

Launched
2020-01-01
GA
2025-02-02
Notable customers
Singapore Airlines, Salesforce, Alibaba, AWS, Elastic, Databricks, Weaviate, Comcast

Other Web Search APIs

  • Firecrawl

    The API to search, scrape, and interact with the web at scale.

    Subscription · free tier · public pricing · self-serve

  • Exa

    "Web search, built for AI agents. One API for search, crawling, and research agents."

    Usage · free tier · public pricing · self-serve

  • Brave Search API

    "The Brave Search API provides developers with access to Brave Search results and enables building AI products, chatbots, coding assistants, and AI-search engines with real-time web data."

    Usage · public pricing · self-serve

  • Tavily Search API

    "Real-time search, extraction, research, and web crawling through a single, secure API."

    Hybrid · free tier · public pricing · self-serve

  • Linkup

    "Production-grade Web Search API for AI"

    Usage · free tier · public pricing · self-serve

  • Parallel Search API

    "The highest accuracy web search for your AI"

    Usage · public pricing · self-serve

Jina AI Search Foundation (DeepSearch / Reader) alternatives · Jina AI Search Foundation (DeepSearch / Reader) vs Firecrawl · All Web Search APIs APIs

References

Each field above carries a numbered source - hover for a preview, click to jump here.

  1. Description: jina.ai
  2. Self-serve signup: jina.ai
  3. Enterprise plan: jina.ai
  4. MCP server: jina.ai
  5. GDPR: jina.ai
  6. Rate limits: jina.ai · jina.ai · jina.ai

Change history

Every field change, who made it, and when - from our audited data pipeline and editors.

  1. 2026-06-15 Score Agent Friendliness: 3055
  2. 2026-06-15 Score Docs Quality: 1555
  3. 2026-06-14 Changelog URL: (none)https://docs.jina.ai/changelog
  4. 2026-06-14 API Reference URL: (none)https://docs.jina.ai/reference
  5. 2026-06-14 Has Structured Data: (none)No
  6. 2026-06-14 Robots Allows Agents: (none)Yes
  7. 2026-06-14 Llms Txt Present: NoYes
  8. 2026-06-14 Llms Txt URL: (none)https://docs.jina.ai/llms.txt
  9. 2026-06-14 Capabilities: {}{"semantic":true,"ai_answer":true,"agent_ready":true,"content_extraction":true}
  10. 2026-06-14 Summary Md: (none)Jina AI Search Foundation is a suite of LLM-oriented search and retrieval APIs …
  11. 2026-06-14 Avoid If: (none)You want to try it free before paying, You have strict compliance requirements
  12. 2026-06-14 Score Agent Friendliness: (none)30
  13. 2026-06-14 Score Pricing Transparency: (none)85
  14. 2026-06-14 Score Setup Speed: (none)55
  15. 2026-06-14 Score Docs Quality: (none)15
  16. 2026-06-14 Score Procurement Friction: (none)85
  17. 2026-06-14 Score Trust Readiness: (none)15
  18. 2026-06-14 Best For: (none)AI agents and automation - an agent-ready surface (MCP / llms.txt), Teams needi…
  19. 2026-06-14 Scoring Methodology: (none)Scores are computed deterministically from this profile's published, sourced fi…
  20. 2026-06-14 Llms Txt Present: (none)No
  21. 2026-06-14 Docs URL: (none)https://docs.jina.ai
  22. 2026-06-14 Status Page URL: (none)https://status.jina.ai
  23. 2026-06-14 Rendering: (none)static
  24. 2026-06-14 GDPR: set to Yes
  25. 2026-06-14 SLA Published: set to No
  26. 2026-06-14 SLA URL: set to https://status.jina.ai/
  27. 2026-06-14 Data Retention Policy URL: set to https://jina.ai/legal/#privacy-policy
  28. 2026-06-14 Documented Rate Limits: set to Reader API: 20 RPM (no key), 500 RPM (paid), 5,000 RPM (premium); Search API: 1…
  29. 2026-06-14 Rate Limit Requests: set to 500
  30. 2026-06-14 Rate Limit Window: set to minute
  31. 2026-06-14 Known Restrictions: set to API data (inputs, outputs, requests) is never used to train Jina's models, Cann…
  32. 2026-06-14 Auth Methods: set to api_key
  33. 2026-06-14 Auth Docs URL: set to https://docs.jina.ai/
  34. 2026-06-14 API Style: set to rest
  35. 2026-06-14 Base URL: set to https://r.jina.ai (Reader); https://s.jina.ai (Search); https://deepsearch.jina…
  36. 2026-06-14 API Version: set to v1
  37. 2026-06-14 Versioning Scheme: set to url
  38. 2026-06-14 Stability: set to ga
  39. 2026-06-14 MCP URL: set to https://mcp.jina.ai/v1
  40. 2026-06-14 Quickstart URL: set to https://jina.ai/reader/
  41. 2026-06-14 Idempotency Supported: set to No
  42. 2026-06-14 Requires Verification: set to No
  43. 2026-06-14 Starting Price Usd: set to 0.05
  44. 2026-06-14 Price Basis: set to 1,000,000 tokens
  45. 2026-06-14 Free Tier Limit: set to 10,000,000 tokens (shared across all APIs)
  46. 2026-06-14 Launched At: set to 2020-01-01
  47. 2026-06-14 GA Date: set to 2025-02-02
  48. 2026-06-14 Slug: set to jina-search
  49. 2026-06-14 Fields Not Found: set to SOC2 certification status (not stated on legal/security pages), HIPAA complianc…
  50. 2026-06-14 Source Confidence: set to high

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