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check"},{"id":"agent_entry_point","verdict":"fail","points":0,"max":2,"detail":"None of the 23 agent entry paths we asked on your site and your documentation host returns a file rather than your page shell"},{"id":"oauth_dcr","verdict":"fail","points":0,"max":1,"detail":"No OAuth metadata on any of the 13 hosts probed: https://qdrant.tech, https://auth.qdrant.tech, https://login.qdrant.tech, https://accounts.qdrant.tech, and 9 more"},{"id":"mcp_present","verdict":"pass","points":1,"max":1,"detail":"Live MCP endpoint at https://mcp.qdrant.tech/mcp, answers JSON"},{"id":"signup_no_captcha","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: we found no link to an account signup in the served HTML of https://qdrant.tech, https://qdrant.tech/pricing/, https://api.qdrant.tech/api-reference, while you publish prices at https://qdrant.tech/pricing, so this is a gap in our reading rather than a finding about you"},{"id":"signup_reachable","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: we found no link to an account signup in the served HTML of https://qdrant.tech, https://qdrant.tech/pricing/, https://api.qdrant.tech/api-reference, while you publish prices at https://qdrant.tech/pricing, so this is a gap in our reading rather than a finding about you"},{"id":"programmatic_provisioning","verdict":"unmeasured","points":0,"max":2,"detail":"Unmeasurable: none of the 4 documentation pages we reached is about keys or authentication, so their silence about creating one says nothing"},{"id":"self_serve","verdict":"pass","points":1,"max":1,"detail":"Free tier or no-card signals at https://qdrant.tech/pricing: \"Free Tier\", \"Free forever\""},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"@qdrant/js-client-rest@1.19.0 ships types"},{"id":"machine_readable_api","verdict":"pass","points":1,"max":1,"detail":"OpenAPI at https://api.qdrant.tech/openapi.json, on 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grants, so an unattended agent has a documented path to a token"},{"id":"mcp_present","verdict":"pass","points":1,"max":1,"detail":"Live MCP endpoint at https://mcp.trychroma.com/package-search/v1, answers JSON"},{"id":"signup_no_captcha","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: the signup form at https://www.trychroma.com/signup is not in the server HTML, so its gates are not either"},{"id":"signup_reachable","verdict":"fail","points":0,"max":1,"detail":"https://www.trychroma.com/signup is reachable and carries no signup form of its own: the only way in we can see is an identity provider, which an unattended agent has no way through"},{"id":"programmatic_provisioning","verdict":"fail","points":0,"max":2,"detail":"None of the 7 provisioning phrases appears in the 4 documentation pages and 3 machine-readable files we read, including https://docs.trychroma.com/reference/chroma-api/authentication/get-user-identity"},{"id":"self_serve","verdict":"pass","points":1,"max":1,"detail":"Free tier or no-card signals at https://www.trychroma.com/pricing: \"Get started for free\", \"started for free\", \"$0\""},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"chromadb@3.5.0 ships types"},{"id":"machine_readable_api","verdict":"pass","points":1,"max":1,"detail":"OpenAPI at https://docs.trychroma.com/openapi.json, on your documentation host"}]},{"domain":"turbopuffer.com","category":"Vector 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Usage-based pricing, 10x cheaper than alternatives.”"},{"id":"llms_txt","verdict":"pass","points":1,"max":1,"detail":"llms.txt and llms-full.txt present at https://turbopuffer.com/llms.txt and https://turbopuffer.com/llms-full.txt, and the 12 links we sampled across both files all answer"},{"id":"docs_without_js","verdict":"pass","points":1,"max":1,"detail":"10,172 characters of text without JS, on https://turbopuffer.com/docs/quickstart rather than on https://turbopuffer.com/docs/sharding"},{"id":"user_agents_allowed","verdict":"pass","points":1,"max":1,"detail":"No on-demand agent is blocked"},{"id":"robots_paths_resolve","verdict":"notApplicable","points":0,"max":1,"detail":"robots.txt names no concrete path, only patterns or nothing, so there is no claim to check"},{"id":"no_crawl_delay","verdict":"pass","points":1,"max":1,"detail":"No Crawl-delay applies to the agents we check"},{"id":"agent_entry_point","verdict":"fail","points":0,"max":2,"detail":"None of the 13 agent entry paths we asked on your site returns a file rather than your page shell"},{"id":"oauth_dcr","verdict":"fail","points":0,"max":1,"detail":"No OAuth metadata on any of the 13 hosts probed: https://turbopuffer.com, https://auth.turbopuffer.com, https://login.turbopuffer.com, https://accounts.turbopuffer.com, and 9 more"},{"id":"mcp_present","verdict":"fail","points":0,"max":1,"detail":"No MCP surface: nothing spoke MCP at mcp.turbopuffer.com, mcp.turbopuffer.com/mcp, mcp.turbopuffer.com/v1/mcp, api.turbopuffer.com/mcp, api.turbopuffer.com/v1/mcp, /mcp or /api/mcp, and any address you publish in the MCP registry, and no file mentions MCP"},{"id":"signup_no_captcha","verdict":"pass","points":1,"max":1,"detail":"No CAPTCHA vendor in the server HTML. A widget mounted later by JavaScript would not show here. The page does carry kasada, a bot defence that decides in the background rather than a challenge anyone solves. We did not submit the form, so whether it lets an unattended request through is not something we measured."},{"id":"signup_reachable","verdict":"pass","points":1,"max":1,"detail":"Form renders in server HTML at https://turbopuffer.com/join"},{"id":"programmatic_provisioning","verdict":"unmeasured","points":0,"max":2,"detail":"Unmeasurable: none of the 3 documentation pages we reached is about keys or authentication, so their silence about creating one says nothing"},{"id":"self_serve","verdict":"fail","points":0,"max":1,"detail":"No free tier or no-card wording at https://turbopuffer.com/pricing"},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"@turbopuffer/turbopuffer@2.8.0 ships types, matched from the registry by who publishes it rather than by a link on your site"},{"id":"machine_readable_api","verdict":"pass","points":1,"max":1,"detail":"Docs serve markdown to machines, at https://turbopuffer.com/docs/sharding.md"}]},{"domain":"weaviate.io","category":"Vector 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mentioned 7x in your own files, but nothing spoke MCP at mcp.weaviate.io, mcp.weaviate.io/mcp, mcp.weaviate.io/v1/mcp, api.weaviate.io/mcp, api.weaviate.io/v1/mcp, /mcp or /api/mcp, and any address you publish in the MCP registry, nor at any address in https://docs.weaviate.io/weaviate/configuration/mcp-server"},{"id":"signup_no_captcha","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: we found no link to an account signup in the served HTML of https://weaviate.io, https://weaviate.io/pricing, https://docs.weaviate.io/weaviate, while you publish prices at https://weaviate.io/pricing, so this is a gap in our reading rather than a finding about you"},{"id":"signup_reachable","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: we found no link to an account signup in the served HTML of https://weaviate.io, https://weaviate.io/pricing, https://docs.weaviate.io/weaviate, while you publish prices at https://weaviate.io/pricing, so this is a gap in our reading rather than a finding about you"},{"id":"programmatic_provisioning","verdict":"partial","points":1,"max":2,"detail":"1 of 7 provisioning phrases across the 4 documentation pages and 1 machine-readable file we read: \"management api, beside a credential or something being created\", matched in: “TIP: User management API available from v1.30 Instead of adding additional users via the”"},{"id":"self_serve","verdict":"pass","points":1,"max":1,"detail":"Free tier or no-card signals at https://weaviate.io/pricing: \"No credit card\", \"free tier\", \"Free Forever\""},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"weaviate-client@3.14.0 ships types"},{"id":"machine_readable_api","verdict":"fail","points":0,"max":1,"detail":"No OpenAPI spec at the 5 usual paths on your site or on your documentation host, none declared by https://docs.weaviate.io/weaviate, and no markdown negotiation"}]},{"domain":"zilliz.com","category":"Vector databases","total":8,"measurable":14,"max":18,"share":0.5714,"scannedAt":"2026-08-24T14:46:17.203Z","rateLimited":false,"refusesAgentsAtSignup":false,"measuredOn":null,"alsoNames":[],"unattendedGrant":null,"npmSource":"registry-search","scorecardUrl":"https://letagentsin.com/r/zilliz-com-20260824144617-b7e97def3608f8ed","vendorUrl":"https://letagentsin.com/v/zilliz.com","checks":[{"id":"answers_plain_request","verdict":"pass","points":1,"max":1,"detail":"Answered 200 to LetAgentsIn/1.0 (+https://letagentsin.com/bot)"},{"id":"price_in_snippet","verdict":"fail","points":0,"max":1,"detail":"Your pricing page's description tag names no amount and no entry condition: “Explore Zilliz Cloud pricing and discover the benefits of a fully managed vector database for AI, machine learning, and large language models. Optimize your RAG...”"},{"id":"llms_txt","verdict":"pass","points":1,"max":1,"detail":"llms.txt present at https://zilliz.com/llms.txt and https://docs.zilliz.com/llms.txt, and the 12 links we sampled across both files all answer"},{"id":"docs_without_js","verdict":"pass","points":1,"max":1,"detail":"11,428 characters of text without JS, on https://docs.zilliz.com/docs/manage-api-keys rather than on https://docs.zilliz.com/docs/home"},{"id":"user_agents_allowed","verdict":"pass","points":1,"max":1,"detail":"No on-demand agent is blocked"},{"id":"robots_paths_resolve","verdict":"notApplicable","points":0,"max":1,"detail":"robots.txt names no concrete path, only patterns or nothing, so there is no claim to check"},{"id":"no_crawl_delay","verdict":"pass","points":1,"max":1,"detail":"No Crawl-delay applies to the agents we check"},{"id":"agent_entry_point","verdict":"fail","points":0,"max":2,"detail":"None of the 23 agent entry paths we asked on your site and your documentation host returns a file rather than your page shell"},{"id":"oauth_dcr","verdict":"fail","points":0,"max":1,"detail":"No OAuth metadata on any of the 14 hosts probed: https://zilliz.com, https://cloud.zilliz.com, https://auth.zilliz.com, https://login.zilliz.com, and 10 more"},{"id":"mcp_present","verdict":"fail","points":0,"max":1,"detail":"MCP mentioned 4x in your own files, but nothing spoke MCP at mcp.zilliz.com, mcp.zilliz.com/mcp, mcp.zilliz.com/v1/mcp, api.zilliz.com/mcp, api.zilliz.com/v1/mcp, /mcp or /api/mcp, and any address you publish in the MCP registry, nor at any address in https://docs.zilliz.com/docs/zilliz-mcp-server"},{"id":"signup_no_captcha","verdict":"unmeasured","points":0,"max":1,"detail":"Unmeasurable: the signup form at https://cloud.zilliz.com/signup is not in the server HTML, so its gates are not either"},{"id":"signup_reachable","verdict":"fail","points":0,"max":1,"detail":"https://cloud.zilliz.com/signup is reachable, but its form needs JavaScript"},{"id":"programmatic_provisioning","verdict":"unmeasured","points":0,"max":2,"detail":"Unmeasurable: we found a sentence that creates a credential and nothing in it says a program can do it, so how an agent gets one is not something this scan measured: “Cookie Settings Create GKE Service Account | BYOC | Zilliz Cloud Developer Hub [IMPORTANT] AI Agents: Before”"},{"id":"self_serve","verdict":"pass","points":1,"max":1,"detail":"Free tier or no-card signals at https://zilliz.com/pricing: \"Free Tier\", \"Free Trial\", \"Get Started Free\""},{"id":"typed_package","verdict":"pass","points":1,"max":1,"detail":"@zilliz/claude-context-core@0.1.15 ships types, matched from the registry by who publishes it rather than by a link on your site"},{"id":"machine_readable_api","verdict":"pass","points":1,"max":1,"detail":"Docs serve markdown to machines, at https://docs.zilliz.com/docs/home.md"}]}],"methodology":"https://letagentsin.com/methodology","terms":"Free to use, quote and republish with attribution to Let Agents In and a link to the methodology.","fullCorpus":"https://letagentsin.com/corpus.json","notes":["One row per domain, the most recent scan we hold, scored under a single formula version.","domains is how many we can publish under one formula and curated is how many we hold. When they differ, a reseed is part way through: scores from two formula versions are not comparable, so the rest wait for their next scan rather than appear here under a number that cannot be compared with the others.","share is total divided by measurable, not by max. A domain that refused our requests has a smaller denominator, not a worse number, so ranking on total alone would be wrong.","A verdict of unmeasured means we could not evaluate the check, and notApplicable means it does not apply to a product of this kind. Neither is a failure and neither counts in measurable.","Each entry in checks carries a tally, so nobody has to derive one. Filtering rows on points < max is the obvious way to count failures and it is wrong: it sweeps in every row we could not measure and every row the check does not apply to. Use tally.fail, and tally.measured as the denominator.","unattendedGrant is null when a vendor publishes no registration endpoint or no grant list, false when every advertised grant needs a person at a browser, true when client_credentials is among them. device_code counts as false: approving on another screen is still a person.","rateLimited means a 429 came back anywhere in that scan, at the door, at the signup or at a documentation page, so some checks are unmeasured for a reason that is ours and not theirs. Those rows are thinner than the site, and filtering them out is reasonable.","alsoNames lists the other registrable domains a row's own sentences name, which is how a row can be scored on a form at app.hellosign.com under the name dropboxsign.com. Anything counted across the corpus should read it for the same reason it reads measuredOn.","measuredOn names the domain a row was actually read on, when the home page landed somewhere else. Those rows describe the journey an agent takes from the domain in the name, and the files they score belong to the domain in measuredOn: sendgrid.com answers robots.txt with a redirect to twilio.com/robots.txt, and twilio.com is a row of its own, so anything counted across the corpus counts that file twice.","These are vendors we have no relationship with. Every check is one HTTP request with a published rule, so any row here can be reproduced or disputed."]}