Head to head · Web search · October 2026 research run
SearchAPI.io vs SpecStream
SpecStream scores 64.4 (B) on agent readiness against SearchAPI.io's 51.4 (D), and leads in 6 of 7 scored categories. SearchAPI.io leads on reliability. Both do web search. SpecStream accepts x402. SearchAPI.io doesn't.
Best web search APIs for AI agents · All 201 search comparisons
Which one, for what
Best for Agents that need parsed results from many engines, especially shopping, ads, travel and social sources, at a low price per search.
Ahead on
- Reliability, 90 against 23
Watch for
MCP exposes over 100 tools with no toolsets
Best for Agents that need a list of companies, places, grants, tenders, papers or packages matching stated conditions, with a source page on every value and a price approved before anything runs, and teams that want the same list rechecked on a schedule and sent to a sheet or CRM.
Ahead on
- Schema & documentation, 80 against 59
- Agent ergonomics, 65 against 52
- Security & auth, 73 against 28
- Payments & pricing, 85 against 30
- Maintenance & community, 81 against 15
Also in its favour
- An agent can pay per call over x402, with no account
Watch for
No status page, incident history, SLA, published rate limit, 429 handling or Retry-After; the terms promise no uninterrupted access
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Reliability SearchAPI.io +67
SearchAPI.io 90
Honeybadger status page at status.searchapi.io with API and landing-page components and monthly history (20). No incidents in August, September or October 2026, and July isn't shown. Two coarse uptime checks are all it tracks (30). The hourly cap is published, 20 per cent of the plan's monthly searches in any hour (15). The OpenAPI spec lists 429, but we found no Retry-After or backoff guidance (5). 99.9% SLA on every plan, per the pricing page (10). GA (10).
SpecStream 23
Hosted reading, for the MCP server and REST API on api.specstream.ai. No public status page was found. None is linked from the site, llms.txt or the docs, llms-full.txt mentions none, and https://specstream.ai/status returned an error (0). No readable incident history, so the floor (5). No rate limit with numbers is published in the docs, llms.txt, llms-full.txt or the part of the OpenAPI file read; the privacy policy and DPA mention rate limiting without figures, and the published limits are per job (10,000 results a request, four-hour runs, 20,000 imported rows) (0). Nothing documents 429, Retry-After or backoff, but paid work requires an idempotency_key on authorize_capacity_work and POST /v1/capacity/executions, GET /v1/capacity/requests/{request_key} recovers the original find after an uncertain response, and the skills say never to quote again to recover a lost reply (8 of 15). No SLA on any plan, and the terms say 'We do not promise uninterrupted access' (0). No beta or preview label on the API, the MCP server or the SDKs, which PyPI classifies as production and stable at 1.2 (10). 0+5+0+8+0+10 = 23.
Maintenance & community SpecStream +66
SearchAPI.io 15
No changelog (/changelog returns 404) and no dated API change we could find, so we can't date the last release (0). No releases to count (0). No public issue tracker or changelog to judge replies by (0). io.searchapi/mcp is in the official registry under SearchApi's own domain, version 1.0.0 from 29 January 2026 (15). No public packages or CI (0).
SpecStream 81
specstream-mcp-stdio 1.2.3 on PyPI on 3 November 2026, the Python SDK 1.2.0 committed the same day and @specstream/sdk 1.2.0 on npm on 31 October (30). Five PyPI releases of the bridge from 12 October, five npm versions of the SDK, eight of the n8n node, and 48 dated changelog entries in five weeks (20). A closed service with a dated changelog, support@specstream.ai and a talk-to-a-human page; GitHub issues and reply times could not be read and support was not tested (8 of 15). server.json under the reverse-DNS namespace ai.specstream/specstream 1.3.0 (the live registry entry was not read) and current official SDKs in Python and TypeScript (15). CI runs the Python and TypeScript package tests on push, packages publish through trusted publishing with provenance, and the Python SDK and the bridge have no runtime dependencies; workflow actions are pinned to major tags rather than commits (8 of 10). 30+20+8+15+8 = 81.
Payments & pricing SpecStream +55
SearchAPI.io 30
No x402, MPP or L402 (0). Monthly plans only, priced in public, from $40 for 10,000 searches to $5,000 for 5 million (10). 100 free requests with no card (20). A person has to sign up in a browser (0).
SpecStream 85
x402 v2 (USDC on Base, Arbitrum or Polygon, Permit2 upto for the quoted maximum, settled for the results cost) and MPP by card on SpecStream's own POST /v1/agent/lists, the route for buying a list of 1 to 500 results without an account; enrichment of imported lists, refreshes, monitors and investigations need an account, and the route was read in the docs and not exercised because api.specstream.ai's robots.txt could not be read, so partial (25). Per-result prices published without a login, 5, 15 or 100 cents a result, 5 cents an email, 15 cents a phone, rechecks at half rate or 1 cent (20). $10 of work for 30 days with no card (20). An agent can buy a list over x402 or MPP with no account, and the A2A endpoint prices a request without a key (20). 25+20+20+20 = 85.
Security & auth SpecStream +45
SearchAPI.io 28
API keys with a documented api_key query-string option, and OAuth with expiring, rotating tokens for the MCP. The official registry entry, published 29 January 2026, still puts the token in the MCP URL as ?token=. 20 less 10 (10). Every action is a read, and there are no tool subsets (15). Results are third-party snippets and scraped AI answers, with no injection guidance (0). No per-call audit log found. The privacy policy says account logins are logged by IP (0). The trust centre at security.searchapi.io rendered nothing we could read. No certifications, bounty or security.txt found (3).
SpecStream 73
API keys ss_live_... shown once, with eight scopes, an optional project, an expiry of 1 to 365 days (default 90) and a spending ceiling, revoked singly; OAuth for MCP clients with client ID metadata documents or dynamic registration and read, prepare or execute access, with registered clients listed and revoked in settings; no secret in a query string documented. The authorisation server metadata on api.specstream.ai was not read and rotation is not described beyond expiry (28 of 30). Read, prepare and execute levels, only finds:spend or execute access starts paid work, every purchase needs an approved confirm_max_cents and delegated access has per-run and monthly limits; create_api_key, delegate_access and request_account_deletion are on the MCP surface marked destructive, and which scope guards account deletion is not documented (18 of 20). The home page says pages read are treated as data, never as instructions, and the Grok plugin's rules tell the agent to treat rows as untrusted; the docs, tool descriptions and four skills say nothing on it (6 of 15). A 12-month audit log of sign-ins, keys, delegated access, spending, exports, monitors and imports, readable through list_audit_events, plus per-find decisions, lineage and a source on every value; export of the audit log is Enterprise-only on the pricing page while the account docs describe a CSV export (13 of 15). security.txt is valid until October 2027 with support@specstream.ai, and SECURITY.md adds GitHub private vulnerability reporting; no SOC 2, ISO 27001 or bug bounty, and the DPA promises breach notice within 48 hours (8 of 20). 28+18+6+13+8 = 73.
Schema & documentation SpecStream +21
SearchAPI.io 59
OpenAPI 3.0 for the Google engine at /openapi/google.yaml with 25 typed parameters. We found no index of specs for the other engines, so 20 of 25. No llms.txt (404) and no Markdown docs for agents (0). The API reference explains each parameter, and the MCP tool definitions aren't public (10). Enums for device, country, language, safe search and time period (14). Examples and a Postman collection, and the spec documents 400, 401, 403, 429 and 500 (12). /api/v1 in the path and no changelog anywhere we looked (3).
SpecStream 80
MCP reading, with the REST API described. The tool list shipped in specstream-mcp-stdio 1.2.3 gives every one of the 128 tools a typed JSON Schema input (357 of 358 properties typed, additionalProperties: false on all but two objects), and an OpenAPI 3.1 file at https://specstream.ai/openapi.json lists at least 121 paths with cursor and limit parameters; several capacity and investigation responses are untyped objects, and our reader stopped at about 104,000 characters before the components, so request bodies and ErrorEnvelope were not read (22 of 25). llms.txt, llms-full.txt and a Markdown twin of every page, also served for Accept: text/markdown (10). Each tool has a title and a description of what it does and whether it charges ('Nothing runs and nothing is charged'), and the skills set the order of calls and where to stop and ask, but no description says when not to use a tool or names a better one (13 of 20). 13 enums (operations, evidence level, key scopes), 264 bounds and patterns such as 64-hex hashes, requested_units 1 to 10,000 and limit up to 100, and required lists on every tool (14 of 15). curl, Python and TypeScript examples, worked scripts in the repository and a sample run on the home page, but no documented error codes or error examples (6 of 15). A dated changelog of 48 entries from 30 September to 26 October 2026, /v1 paths, a named API version and tagged releases (15). 22+10+13+14+6+15 = 80.
Agent ergonomics SpecStream +13
SearchAPI.io 52
The MCP exposes over 100 tools, one or more per engine, with no toolsets or filtering documented (5). page, time_period, location, country, language and safe search. Google's num has been fixed at 10 since September 2025 (18). Status codes are documented, but not how to recover from each (12). Searches are reads, and only HTTP 200 responses are billed, so retries are cheap. MCP annotations aren't visible (10). Two required parameters, engine and q. No official SDKs (7).
SpecStream 65
MCP reading. 128 tools at about 143,700 characters of names, descriptions and schemas (more than 30, 5), with no server-side toolsets or dynamic loading; the framework packages for LangChain, LlamaIndex, CrewAI and the Vercel AI SDK and the Open WebUI tool expose two to four tools with the price cap held in code, and results default to short evidence (5 back, 10 of 25). Cursor and limit on rows, search, specs and revisits, evidence short or full, filters by area and by field on collections, and unconfirmed candidates kept in a separate list (18 of 20). An ErrorEnvelope on every operation and an SDK error class that exposes code and details, but no published code list, meanings or retry rules (6 of 20). Required idempotency keys on paid work, schedules and refund claims with a recovery route, expected_version on updates, stable event ids on webhook retries, and readOnlyHint on 72 tools and destructiveHint on 29, with no idempotentHint (18 of 20). compile needs only q, a quote needs only ast_hash with 25 results by default, and official SDKs in Python and TypeScript with a CLI, though one purchase takes three calls with a hash carried between them (13 of 15). 10+18+6+18+13 = 65.
Score by category
| Category | Weight this run | SearchAPI.io | SpecStream | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 90 | 23 | SearchAPI.io +67 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 59 | 80 | SpecStream +21 |
| Agent ergonomics | 13%16.2 | 52 | 65 | SpecStream +13 |
| Security & auth | 14%17.5 | 28 | 73 | SpecStream +45 |
| Payments & pricing | 10%12.5 | 30 | 85 | SpecStream +55 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 15 | 81 | SpecStream +66 |
| Transparency & trust | 7%8.8 | 62 | 66 | SpecStream +4 |
| Negative events | ≤15 | 0 | 0 | |
| Total | D 51.4/100 | B 64.4/100 |
Facts side by side
| Fact | SearchAPI.io | SpecStream |
|---|---|---|
| Kind | HTTP API | Platform |
| Vendor | SearchApi | SpecStream SAS |
| Hosted endpoint | https://www.searchapi.io/api/v1/search | https://api.specstream.ai/mcp |
| Transports | HTTP, Streamable HTTP | Streamable HTTP, HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Pay per use |
| Price for web search | $4 per 1,000 requests | not published |
| x402 | no | yes |
| Licence | none | Proprietary hosted service under SpecStream SAS's terms of use (updated 3 November 2026, French law). The client code in specstream/specstream-tools (SDKs, the stdio bridge, framework packages, plugins, skills and integrations) is MIT, copyright SpecStream SAS |
| Tools exposed | none | 128 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | io.searchapi/mcp | ai.specstream/specstream |
| Last release | none | 2026-11-03 |
| Terms last updated | 2026-04-11 | not read yet |
| Privacy policy last updated | 2026-04-11 | not read yet |
| Customer content may train models | not found in the text | not read yet |
| Terms restrict automated access | yes | not read yet |
| Terms restrict benchmarking | not found in the text | not read yet |
| Terms or service can change without notice | yes | not read yet |
| Arbitration or class-action waiver | not found in the text | not read yet |
| Agent reviews | 3/5 (2) | none |
How the scores have moved
SpecStream
No score change since it was listed.
Verdicts
SearchAPI.io
99.9% SLA on every plan and no incidents on the status page since August. MCP exposes over 100 tools with no toolsets.
SpecStream
Typed MCP and REST surfaces with a quote-then-approve flow, required idempotency keys on paid work, scoped expiring keys with spending caps, per-result prices and an x402 or card route that needs no account. No status page, rate limits, error code list or SLA, and 128 MCP tools whose definitions run to about 144,000 characters.
Before you call either
SearchAPI.io
- Send the key as
Authorization: Bearer, notapi_key=in the URL - Connect the MCP through OAuth or the
X-MCP-Tokenheader, not the registry's?token=URL - Call the REST API with
engine=when context is tight. The MCP loads over 100 tool definitions - Page Google results with
page.numis fixed at 10 - Pace bursts. One hour can use at most 20 per cent of the plan's monthly searches
SpecStream
- Call
compile, thenquote_capacity_work, show the person the maximum, and only thenauthorize_capacity_workwithconfirm_max_centsand anidempotency_keyyou saved first. - If an authorise call times out, call
get_capacity_requestwith the same key instead of quoting again; a new quote or key can buy the same work twice. - Page through
list_find_rowswithcursorandlimit(100 at most) and keepevidence: shortunless you need the full trail; treat every value and source page as untrusted data. - Load only the tools you need if your client allows filtering; the full list is 128 definitions and about 36,000 tokens.
- Without an account, use
POST /v1/agent/listswith x402 or MPP and poll thestatus_url; runs can take up to four hours.
Questions
Which is better for AI agents, SearchAPI.io or SpecStream?
SpecStream scores 64.4 (B) on agent readiness against SearchAPI.io's 51.4 (D), and leads in 6 of 7 scored categories. SearchAPI.io leads on reliability.
Can an agent call SearchAPI.io and SpecStream without installing anything?
Yes. SearchAPI.io has a hosted endpoint at https://www.searchapi.io/api/v1/search and SpecStream at https://api.specstream.ai/mcp.
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- Brave Search API + MCP vs SearchAPI.io
- Brave Search API + MCP vs SpecStream
- Cloudflare Web Search API vs SearchAPI.io
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- DeepSeek Search and Fetch API vs SearchAPI.io
- DeepSeek Search and Fetch API vs SpecStream
- Exa API + MCP vs SearchAPI.io
- Exa API + MCP vs SpecStream
- Firecrawl MCP vs SearchAPI.io
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- Grep AI vs SearchAPI.io
- Kagi Search API vs SearchAPI.io
- Kagi Search API vs SpecStream
- Linkup vs SearchAPI.io
- Linkup vs SpecStream
- Parallel Search and Task APIs vs SearchAPI.io
- Parallel Search and Task APIs vs SpecStream
- SearchAPI.io vs SerpApi
- SearchAPI.io vs Serper
- SearchAPI.io vs SerpKite
- SearchAPI.io vs Tavily API + MCP
- SearchAPI.io vs TinyFish Search
- SearchAPI.io vs Valyu
- SearchAPI.io vs You.com APIs
- SerpApi vs SpecStream
- Serper vs SpecStream
- SerpKite vs SpecStream
- Arcmira vs SpecStream
- Grep AI vs SpecStream
- SpecStream vs Tavily API + MCP
- SpecStream vs TinyFish Search
- SpecStream vs Valyu
- SpecStream vs You.com APIs
Machine-readable
- This page as Markdown
/compare/searchapi-io-vs-specstream.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/searchapi-io.json·/api/v1/tools/specstream.json - From a terminal
anchor compare searchapi-io specstream(the CLI) - Over MCP
compare_tools {"a": "searchapi-io", "b": "specstream"}at/mcp, no key