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← Algolia

Agent report card

Can an agent use Algolia DocSearch MCP through Remote MCP access?

Grade A: Safe failure handling is documented only partially.

observedrev sha256:27357fe5468c…

Agent ReadinessALimited

Five-stage assessment

Where agent autonomy holds and where it breaks

Five states · each from its own evidence · lifecycle order, not a journey
  1. EvaluateReady
  2. Sign upReady
  3. PayReady
  4. ProvisionNot applicable
  5. OperateLimited
  1. 01

    Evaluate

    Ready

    The exact service and stable evaluation or access entrypoints are publicly discoverable.

    The documentation provides the exact public HTTPS endpoint (https://mcp.algolia.com/1/docsearch/mcp) and tool definitions for connecting an MCP client without authentication.

    Applicable terms are stable, readable, retrievable, and materially complete.

    Price or no-charge status, variables, currency, and material conditions are explicit.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Evidence and actions6 signals

    Can an agent decide every material eligibility condition before commitment?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    Algolia explicitly states that DocSearch MCP does not require authentication, an Algolia application ID, a search API key, or a DocSearch application. Because access requires no account or credentials, eligibility conditions do not apply.

    eligibility_decidability: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can an agent estimate cost or confirm no-charge status before commitment?

    supported

    Price or no-charge status, variables, currency, and material conditions are explicit.

    Algolia explicitly declares that DocSearch MCP is a free service provided without charge. The no-charge status and service terms are fully stated prior to commitment.

    pricing_decidability: Ready: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can an agent find the exact service and its stable entrypoints?

    supported

    The exact service and stable evaluation or access entrypoints are publicly discoverable.

    The documentation provides the exact public HTTPS endpoint (https://mcp.algolia.com/1/docsearch/mcp) and tool definitions for connecting an MCP client without authentication.

    service_discovery: Ready: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Are verified structured discovery artifacts available?

    supported

    Current admissible evidence does not resolve this finding.

    The provided documentation does not contain or link to a verified structured discovery artifact such as llms.txt, an OpenAPI descriptor, or agents.json for the evaluation surface.

    structured_evaluation_discovery: Unknown: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can an agent retrieve and understand the applicable commitment terms?

    supported

    Applicable terms are stable, readable, retrievable, and materially complete.

    Algolia's full Terms of Service governing access to and use of its websites and services are readable, retrievable, and complete.

    terms_access: Ready: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Does the vendor deliberately describe access for web agents?

    supported

    Current admissible evidence does not resolve this finding.

    The retained evidence does not provide an explicit web-agent or crawler policy statement (such as robots.txt rules or web bot auth) for the assessed documentation resource.

    verified_web_agent_access: Unknown: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

  2. 02

    Sign up

    Ready

    A stable canonical route begins the required access bootstrap.

    The documentation provides a stable canonical remote MCP server endpoint URL at https://mcp.algolia.com/1/docsearch/mcp requiring no authentication.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Evidence and actions5 signals

    Can an agent operate the access controls and safe handoffs deterministically?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    DocSearch MCP is documented as a remote MCP server with no authentication required, eliminating sign-up access controls and handoffs.

    access_control_operability: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Is there a stable route to begin obtaining service access?

    supported

    A stable canonical route begins the required access bootstrap.

    The documentation provides a stable canonical remote MCP server endpoint URL at https://mcp.algolia.com/1/docsearch/mcp requiring no authentication.

    access_entrypoint_stability: Ready: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can an agent obtain access without an unsupported CAPTCHA boundary?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    Documentation explicitly confirms that the remote MCP endpoint requires no authentication, establishing that a sign-up CAPTCHA boundary does not apply.

    captcha_compatible_access: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can an agent obtain scoped, revocable authority for this service?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    The service requires no authentication, Algolia application ID, search API key, or credentials, making delegated identity access steps not applicable.

    delegated_identity_access: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can required phone verification be completed through a supported boundary?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    Documentation explicitly states that DocSearch MCP requires no authentication, confirming that sign-up phone verification does not apply.

    phone_verification_compatible: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

  3. 03

    Pay

    Ready

    Charge or no-charge status, currency, recurrence, and material conditions are disclosed.

    Algolia explicitly discloses the no-charge status and service terms, stating that DocSearch MCP is a free service that does not require authentication or an Algolia application.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Evidence and actions4 signals

    Can an agent construct checkout, hand off approval safely, and resume?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    Algolia explicitly states that DocSearch MCP is a free service and its endpoint does not require authentication, credentials, or an application, establishing that checkout is not applicable.

    checkout_operability: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Is the exact commercial commitment disclosed before authorization?

    supported

    Charge or no-charge status, currency, recurrence, and material conditions are disclosed.

    Algolia explicitly discloses the no-charge status and service terms, stating that DocSearch MCP is a free service that does not require authentication or an Algolia application.

    commitment_disclosure: Ready: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can payment be authorized within scoped agent or explicit human authority?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    DocSearch MCP is explicitly declared to be a free service without authentication requirements, making payment authorization not applicable.

    payment_authorization: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Is a direct self-service path to paid access documented?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    First-party documentation explicitly confirms that Algolia DocSearch MCP is a free service requiring no authentication or credentials, making paid purchase paths not applicable.

    self_service_purchase: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

  4. 04

    Provision

    Not applicable

    Admitted evidence establishes that this step does not apply to the assessed service.

    The remote MCP server is directly accessible at the documented URL without authentication or setup steps. Provisioning initiation does not apply to this service.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Evidence and actions3 signals

    Can usable access material be delivered securely to an authorized agent?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    Algolia explicitly states that the DocSearch MCP endpoint requires no authentication, search API key, or credentials. Access material delivery does not apply to this service.

    access_material_delivery: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can an agent determine successful provisioning completion and reconcile asynchronous failure?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    Algolia DocSearch MCP is a remote endpoint with no authentication or account provisioning required. A provisioning lifecycle does not apply to this service.

    provisioning_completion: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can provisioning be initiated within supported agent authority?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    The remote MCP server is directly accessible at the documented URL without authentication or setup steps. Provisioning initiation does not apply to this service.

    provisioning_operability: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

  5. 05

    Operate

    Limited

    Safe failure handling is documented only partially.

    Observation of the DocSearch MCP endpoint demonstrates structured JSON-RPC error responses with status code 404. However, retry semantics, rate limits, timeouts, and idempotency guarantees remain unstated.

    Every essential target has a stable documented agent-usable interface alternative.

    Essential operations have stable readable request, response, and effect semantics.

    A verified agent-native interface covers the declared assessment targets.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Admitted evidence establishes that this step does not apply to the assessed service.

    Evidence and actions6 signals

    Is an agent-native protocol interface verified against the essential targets?

    supported

    A verified agent-native interface covers the declared assessment targets.

    A verified agent-native interface covers the declared assessment targets.

    agent_protocol_interface: Ready: tested 21 Sept

    • primary-service

    Method public-semantic-assessment 2026-09-06

    Can an agent manage credential expiry, rotation, revocation, compromise, and recovery?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    Algolia explicitly states that the DocSearch MCP endpoint does not require authentication or Algolia credentials. Consequently, credential lifecycle management does not apply to this service.

    credential_lifecycle: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Can an agent handle applicable failure modes safely?

    supported

    Safe failure handling is documented only partially.

    Observation of the DocSearch MCP endpoint demonstrates structured JSON-RPC error responses with status code 404. However, retry semantics, rate limits, timeouts, and idempotency guarantees remain unstated.

    failure_contract: Limited: tested 21 Sept

    • primary-service

    Method public-semantic-assessment 2026-09-06

    Can an agent authenticate service operations with scoped authority?

    supported

    Admitted evidence establishes that this step does not apply to the assessed service.

    First-party documentation declares that the DocSearch MCP endpoint does not require authentication or API keys. Therefore, operation authentication does not apply to this service.

    operation_authentication: Not applicable: tested 21 Sept

    Method public-semantic-assessment 2026-09-06

    Are essential operation inputs, outputs, and effects stable and decidable?

    supported

    Essential operations have stable readable request, response, and effect semantics.

    The MCP tool definitions, input schemas, and request-response examples are documented across the installation, usage, and overview guides for all search operations.

    operation_contract: Ready: tested 21 Sept

    • primary-service

    Method public-semantic-assessment 2026-09-06

    Can an agent perform every essential assessment target through a usable interface?

    supported

    Every essential target has a stable documented agent-usable interface alternative.

    Every essential target has a stable documented agent-usable interface alternative.

    target_interface_access: Ready: tested 21 Sept

    • primary-service

    Method public-semantic-assessment 2026-09-06

    What would improve this stage

    • Document applicable structured errors, retry, cancellation, and reconciliation semantics.

What works

  • Evaluate: The exact service and stable evaluation or access entrypoints are publicly discoverable.
  • Sign up: A stable canonical route begins the required access bootstrap.
  • Pay: Charge or no-charge status, currency, recurrence, and material conditions are disclosed.

Not applicable: Provision.

What blocks agents

No stage is established as blocked.

Where autonomy is limited

  • Operate: Safe failure handling is documented only partially.

What this grade establishes

14 of 14 graded signals have current supporting evidence. 5 of 5 additional barrier checks are verified.Unknown checks are not a pass or a confirmed blocker. This report is not proof of an end-to-end purchase or service session.

How the grade is derived

A through C grades count Limited stages; D and F reflect Blocked stages by lifecycle severity.

Coverage is complete only when every graded signal has supported, fresh, non-conflicting evidence. Barrier and informational signals do not change coverage; only fresh, supported barrier values that passed their admission evidence rule participate in stage outcomes.

Each stage takes its worst graded signal or verified barrier. A fresh, supported mandatory barrier that passed its admission evidence rule can block that stage; incomplete or stale barrier evidence remains context only. The overall grade is derived from the five stage states.

Startup offers

Algolia on the startup-offers board

catalog record →

Distribution

The grade’s badge

One stable image resolving the record’s current live facts, linking to the canonical page. Embed it once; it keeps itself current. Placement is never evidence and never affects rank.

Live sourcey badge for Algolia Agent Readiness grade A
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