HODDS

ai.hodds/hoddsVersion 0.4.0

Find software, SaaS and APIs for a need in a sourced catalogue organised by business process.

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Responds1491 msNov 14, 2026, 13:30 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 13:30 UTC
Latency: 1491 ms
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Registry data as of: Nov 14, 2026, 22:14 UTC

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Streamable HTTP

https://hodds.ai/mcpResponds1491 msNov 14, 2026, 13:30 UTC

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Claude Code

claude mcp add --transport http hodds https://hodds.ai/mcp

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: hodds
Remote MCP server URL: https://hodds.ai/mcp

Cursor

{
  "mcpServers": {
    "hodds": {
      "url": "https://hodds.ai/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"hodds","type":"http","url":"https://hodds.ai/mcp"}'

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Tools

21 tools

Tools of HODDS
	Description		Read-only	Idempotent	Open world
`ack_alerts`Acknowledges alerts of one watch (alert_ids, or all: true for every alert of this watch); the only call that empties the pending delivery. Returns the number acknowledged and the number remaining for the organisation; a replay changes nothing. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Acknowledges alerts of one watch (alert_ids, or all: true for every alert of this watch); the only call that empties the pending delivery. Returns the number acknowledged and the number remaining for the organisation; a replay changes nothing. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	No	Yes	No
`cancel_creator_plan`Stops the subscription at the end of the paid period. Listings, claims, declarations and ranking are unchanged; the coarse demand table stays free. Contract 0.3.1. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Stops the subscription at the end of the paid period. Listings, claims, declarations and ranking are unchanged; the coarse demand table stays free. Contract 0.3.1. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Yes	No	Yes	No
`cancel_plan`Stops the subscription at period end; new paid watches are refused immediately. Then paid watches close and remain readable 30 days. No renewal minimum. Agent tokens and legacy free rights are unchanged. Without a paid plan the tool answers not_paid. Contract 0.7.0. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Stops the subscription at period end; new paid watches are refused immediately. Then paid watches close and remain readable 30 days. No renewal minimum. Agent tokens and legacy free rights are unchanged. Without a paid plan the tool answers not_paid. Contract 0.7.0. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Yes	No	Yes	No
`compare_solutions`Compare 2–3 catalogue IDs by required capabilities, offer, context and dated sources. Unknown/stale/conflict stay explicit; unknown price is never zero. Discover IDs at /api/capabilities and details at /api/solutions/{id}/specification. Costs require all assumptions. Large result: repeat arguments with view; restart on 409. Public read, no billing/business writes; one call per POST.	Compare 2–3 catalogue IDs by required capabilities, offer, context and dated sources. Unknown/stale/conflict stay explicit; unknown price is never zero. Discover IDs at /api/capabilities and details at /api/solutions/{id}/specification. Costs require all assumptions. Large result: repeat arguments with view; restart on 409. Public read, no billing/business writes; one call per POST.	No	Yes	Yes	No
`find_comparable_solutions`Find alternatives by required priority, optionally relative to one solution. IDs/context: /api/capabilities. A match satisfies every requirement in one configuration. Evaluates the whole pilot before limit, separating match/unresolved/mismatch and stating catalogue coverage, not market coverage. Large result: repeat arguments with view; restart on 409. Public read, no billing/business writes; one call per POST.	Find alternatives by required priority, optionally relative to one solution. IDs/context: /api/capabilities. A match satisfies every requirement in one configuration. Evaluates the whole pilot before limit, separating match/unresolved/mismatch and stating catalogue coverage, not market coverage. Large result: repeat arguments with view; restart on 409. Public read, no billing/business writes; one call per POST.	No	Yes	Yes	No
`get_creator_plan`Returns the demand data subscription of the organisation of the token: plan NONE or SUBSCRIBED, subscribed processes, pending removals, the coming invoice, payment provider and invoices. €10 excl. VAT per process per month, invoiced by VORAN, paid through Stripe; no effect on ranking. Contract 0.3.1. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Returns the demand data subscription of the organisation of the token: plan NONE or SUBSCRIBED, subscribed processes, pending removals, the coming invoice, payment provider and invoices. €10 excl. VAT per process per month, invoiced by VORAN, paid through Stripe; no effect on ranking. Contract 0.3.1. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	Yes	Yes	No
`get_plan`Returns the plan of the organisation of the token: FREE, PAID, PAST_DUE, ENDING or ENDED; watched solutions billed in the current Stripe period, offer_version, invoice and payment proof. initial_basket, when present, gives the account's selected needs, exact upfront quote and activation status; its destination is for a human, not agent payment. prepaid-v1: €2 excl. VAT at the start of each monthly period covers the first 4 counted watches; initial basket extras: €0.50 each now; later extras: €0.50 excl. VAT at period end, never charged twice. Legacy rights keep the free unit and arrears until voluntary conversion. VORAN invoices through Stripe. Each watch identity counts once per period, even if closed, regardless of agent. Contract 0.7.0. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Returns the plan of the organisation of the token: FREE, PAID, PAST_DUE, ENDING or ENDED; watched solutions billed in the current Stripe period, offer_version, invoice and payment proof. initial_basket, when present, gives the account's selected needs, exact upfront quote and activation status; its destination is for a human, not agent payment. prepaid-v1: €2 excl. VAT at the start of each monthly period covers the first 4 counted watches; initial basket extras: €0.50 each now; later extras: €0.50 excl. VAT at period end, never charged twice. Legacy rights keep the free unit and arrears until voluntary conversion. VORAN invoices through Stripe. Each watch identity counts once per period, even if closed, regardless of agent. Contract 0.7.0. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	Yes	Yes	No
`get_solution`Returns one HODDS catalogue record by id (an option id returned by search_solutions): name, homepage, summary in English and French, processes (the first is primary), keywords, pricing models without amounts (empty means unknown) with the pricing page, interfaces (public API, MCP server, self-hosting: yes, no or unknown), markets, publisher, dated sources and status. Status non_attested means the publisher has not confirmed the record; unknown values are stated as unknown. Read-only.	Returns one HODDS catalogue record by id (an option id returned by search_solutions): name, homepage, summary in English and French, processes (the first is primary), keywords, pricing models without amounts (empty means unknown) with the pricing page, interfaces (public API, MCP server, self-hosting: yes, no or unknown), markets, publisher, dated sources and status. Status non_attested means the publisher has not confirmed the record; unknown values are stated as unknown. Read-only.	No	Yes	Yes	No
`get_watch`Returns one watch of the organisation: constraints, solution in place, challenger with its switch brief and HODDS status, challenger_reason when there is none, and the 50 most recent alerts, unacknowledged first (all: true for 200). Reading does not acknowledge. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Returns one watch of the organisation: constraints, solution in place, challenger with its switch brief and HODDS status, challenger_reason when there is none, and the 50 most recent alerts, unacknowledged first (all: true for 200). Reading does not acknowledge. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	Yes	Yes	No
`list_gaps`Returns, for a subscribed process, the gaps formulated by HODDS and the client aggregates above the anonymity threshold (watched needs, organisations watching, NO_MATCH, current choices, constraints, challengers delivered, GAP_RESOLVED). No need text, no organisation, no agent. Contract 0.3.1. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Returns, for a subscribed process, the gaps formulated by HODDS and the client aggregates above the anonymity threshold (watched needs, organisations watching, NO_MATCH, current choices, constraints, challengers delivered, GAP_RESOLVED). No need text, no organisation, no agent. Contract 0.3.1. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	Yes	Yes	No
`list_processes`Returns the HODDS process taxonomy: groups (for example "Run the business") and processes (for example "invoice-and-get-paid"), with English and French labels and the number of catalogue records per process. A process id is accepted as the `process` filter of search_solutions. Read-only.	Returns the HODDS process taxonomy: groups (for example "Run the business") and processes (for example "invoice-and-get-paid"), with English and French labels and the number of catalogue records per process. A process id is accepted as the `process` filter of search_solutions. Read-only.	No	Yes	Yes	No
`list_watches`Lists the watches of the organisation with their challenger and number of pending alerts; include_closed adds the watches closed in the last 30 days. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Lists the watches of the organisation with their challenger and number of pending alerts; include_closed adds the watches closed in the last 30 days. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	Yes	Yes	No
`rate_alert`Marks one alert relevant or not_relevant, with an optional note of at most 500 characters. It never changes ranking. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Marks one alert relevant or not_relevant, with an optional note of at most 500 characters. It never changes ranking. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	No	Yes	No
`read_choice`Public read: capabilities discovers IDs and context vocabulary; candidates finds IDs for a priority; compare compares 2–3 IDs; specification reads one dossier. Same operation/input with representation detail, transport.resume and reference reads a snapshot field or page. On 409 restart summary. No account or writes. Sources, unknowns and dated limits remain explicit. Read the single JSON content.text Outcome (no structuredContent). A compact capabilities index keeps every ID, label and value_type; read its detail.field for definition, enum_values, units and scope before constructing a priority. Candidate priority operators by discovered value_type: boolean equals true only; quantity (integer) or amount ({minor,currency,tax_basis}) equals, at_least, at_most; set equals, or contains with a nonempty array; enum equals a member of enum_values. Text is not a candidate priority. Use the request schema for required keys and vocabularies for values; comparison_rule does not define priority operators or imply superiority.	Public read: capabilities discovers IDs and context vocabulary; candidates finds IDs for a priority; compare compares 2–3 IDs; specification reads one dossier. Same operation/input with representation detail, transport.resume and reference reads a snapshot field or page. On 409 restart summary. No account or writes. Sources, unknowns and dated limits remain explicit. Read the single JSON content.text Outcome (no structuredContent). A compact capabilities index keeps every ID, label and value_type; read its detail.field for definition, enum_values, units and scope before constructing a priority. Candidate priority operators by discovered value_type: boolean equals true only; quantity (integer) or amount ({minor,currency,tax_basis}) equals, at_least, at_most; set equals, or contains with a nonempty array; enum equals a member of enum_values. Text is not a candidate priority. Use the request schema for required keys and vocabularies for values; comparison_rule does not define priority operators or imply superiority.	No	Yes	Yes	No
`search_solutions`Searches the HODDS catalogue of software, SaaS, APIs and online services, organised by business process, for records that match a need written in English or French (for example "transcribe my meetings" or "automatiser mes workflows"). Returns a request_id, a status and up to `limit` options; each option has an id, a label, a short description and source URLs (provenance). Ranking combines lexical matching on record names, keywords and processes with semantic similarity (multilingual embeddings on Cloudflare Workers AI), or lexical matching alone when the semantic part is unavailable; ownership or sponsorship never changes it. Confidence is always UNKNOWN: records are non-attested facts taken from publishers' public pages. Status NO_MATCH with an empty option list means that no record matches the need closely enough, or that the need belongs to a process with no record yet; results are never padded. Read-only.	Searches the HODDS catalogue of software, SaaS, APIs and online services, organised by business process, for records that match a need written in English or French (for example "transcribe my meetings" or "automatiser mes workflows"). Returns a request_id, a status and up to `limit` options; each option has an id, a label, a short description and source URLs (provenance). Ranking combines lexical matching on record names, keywords and processes with semantic similarity (multilingual embeddings on Cloudflare Workers AI), or lexical matching alone when the semantic part is unavailable; ownership or sponsorship never changes it. Confidence is always UNKNOWN: records are non-attested facts taken from publishers' public pages. Status NO_MATCH with an empty option list means that no record matches the need closely enough, or that the need belongs to a process with no record yet; results are never padded. Read-only.	No	Yes	Yes	No
`send_feedback`Stores a declarative outcome report for an option returned by search_solutions: outcome YES (the option met the need), PARTLY or NO, with the request_id and the option id exactly as returned. It is the only HODDS tool that writes data without a token; the watch tools (watch_need and the others) write only with an organisation token. The report is stored as an unverified caller statement and never changes ranking by itself; the same report sent twice is stored once. When feedback storage is unavailable on the deployment, the tool returns an error and stores nothing.	Stores a declarative outcome report for an option returned by search_solutions: outcome YES (the option met the need), PARTLY or NO, with the request_id and the option id exactly as returned. It is the only HODDS tool that writes data without a token; the watch tools (watch_need and the others) write only with an organisation token. The report is stored as an unverified caller statement and never changes ranking by itself; the same report sent twice is stored once. When feedback storage is unavailable on the deployment, the tool returns an error and stores nothing.	No	No	Yes	No
`set_creator_processes`Replaces the list of subscribed processes. Without an active subscription the result has status 402 and a Stripe Checkout destination for a person to open. With one, an addition through this tool also answers status 402 with the Plan page as destination: nothing is charged here, only the page charges, after a person confirms it. Removals apply at once and the removed processes stay readable until the end of the paid period. An empty list is refused (empty_selection): use cancel_creator_plan. Contract 0.3.1. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Replaces the list of subscribed processes. Without an active subscription the result has status 402 and a Stripe Checkout destination for a person to open. With one, an addition through this tool also answers status 402 with the Plan page as destination: nothing is charged here, only the page charges, after a person confirms it. Removals apply at once and the removed processes stay readable until the end of the paid period. An empty list is refused (empty_selection): use cancel_creator_plan. Contract 0.3.1. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	No	Yes	No
`set_current_choice`Sets a solution by id or free name (any process), null clears. Returns the watch; challenger recomputed later. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Sets a solution by id or free name (any process), null clears. Returns the watch; challenger recomputed later. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	No	Yes	No
`unwatch_need`Closes a watch; its need, constraints and alerts are erased 30 days after closing. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Closes a watch; its need, constraints and alerts are erased 30 days after closing. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Yes	No	No	No
`watch_choice`Requires a Bearer token and an existing owned NEED watch. bind explicitly attaches a canonical comparison request at expected_revision (optional explicit reset_baseline); review checks the current accepted documentary build; get reads the retained state and events with after/limit (1–50). No new watch, purchase or notification. A conflict requires an explicit caller decision; no automatic retry or reset.	Requires a Bearer token and an existing owned NEED watch. bind explicitly attaches a canonical comparison request at expected_revision (optional explicit reset_baseline); review checks the current accepted documentary build; get reads the retained state and events with after/limit (1–50). No new watch, purchase or notification. A conflict requires an explicit caller decision; no automatic retry or reset.	No	No	No	No
`watch_need`Watches a need; CATEGORY follows a process. Optional target selects one product and capability_ids (empty = whole product), counted once. Targeted alerts report documented changes, conditions and unknowns, not a guarantee of suitability. Initially not_computed; rules produce challenger/switch brief; alerts on following calls. Unknown constraints stay uninterpreted. prepaid-v1: payment_required (402), draft_id, watch_status DRAFT, destination /my/plan. Legacy: free_watch_used (409, Checkout). plan_ending (409) refuses new watches. Errors: _meta["ai.hodds/error"]. Search is free. Price: €2 excl. VAT at the start of each monthly period covers the first 4 counted watches; initial basket extras: €0.50 each now; later extras: €0.50 excl. VAT at period end, never charged twice. A person accepts the summary at destination. Legacy rights stay unchanged. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	Watches a need; CATEGORY follows a process. Optional target selects one product and capability_ids (empty = whole product), counted once. Targeted alerts report documented changes, conditions and unknowns, not a guarantee of suitability. Initially not_computed; rules produce challenger/switch brief; alerts on following calls. Unknown constraints stay uninterpreted. prepaid-v1: payment_required (402), draft_id, watch_status DRAFT, destination /my/plan. Legacy: free_watch_used (409, Checkout). plan_ending (409) refuses new watches. Errors: _meta["ai.hodds/error"]. Search is free. Price: €2 excl. VAT at the start of each monthly period covers the first 4 counted watches; initial basket extras: €0.50 each now; later extras: €0.50 excl. VAT at period end, never charged twice. A person accepts the summary at destination. Legacy rights stay unchanged. Needs an organisation token (Authorization: Bearer hodds_...); without it the tool returns the error token_required.	No	No	Yes	No

Details

Registry status: Active
Published: Oct 26, 2026
Updated: Oct 26, 2026
Website: https://hodds.ai/connect/⁠ (opens in a new tab)
Repository: Not given
Categories (suggested): Search and webSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

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