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whatcanido MCP server

Which MCP servers are whatcanido's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-24

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Whose server it is
  • Registry namedev.whatcanido.www/mcpverified in the MCP registry

The registry name sits under whatcanido.dev. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-24
  • Stateanswerschecked 2026-10-24
  • Tools10
  • Server calls itselfwhatcanido
  • Server version0.1.0
  • Protocol version2025-06-18

On 2026-10-24 the server answered initialize and tools/list without a sign-in. First answer in 249 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 10, the first on 2026-10-24
  • INITE MCP score99 of 100answers 100 · definitions 97 · context 100 · connects 100
  • Answered100% of days10 of 10 daily checks
  • Median first answer933 ms
  • Space in an agent's context≈ 2,787 tokensthe definitions of all its tools (10), which an agent carries on every turn
  • Tool definitionsA · 97 of 100
  • Typed results0 of 10 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a type: in 1 of 10
  • Parameters without a description: in 1 of 10

What an agent can do with it

  • not sure · log client calls against contacts from an AI assistant
  • can do · book appointments and send confirmation emails
  • not sure · triage incoming leads from a public form

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers10 tools · read 2026-10-24
  • find_providers

    Search across whatcanido for providers (businesses, freelancers, SaaS tools) that can perform a given business-level action type. Returns a ranked list with provider_id, name, description, services, action_types. Call this FIRST, before…

  • get_provider_actions

    Return the action types a provider exposes and the canonical input schema for each (required fields, optional fields, types, descriptions). Call this AFTER find_providers, BEFORE submit_action, so you know exactly which inputs to collect…

  • submit_action

    Invoke an action on a specific provider. WRITE tool: creates leads/bookings/contacts/projects/activities/tickets on the underlying SaaS tenant. The one exception is action_type='cancel_booking', which cancels an existing booking…

  • get_action_status

    Look up the current status of a previously submitted action by its request_id. Returns status (raw, e.g. 'new', 'sent', 'confirmed') + status_label (human, e.g. 'Received', 'Sent (awaiting payment)', 'Confirmed') + last_update + provider…

  • discover_capabilities

    Search the whatcanido capability registry by free-text intent. Returns typed capability contracts (input/output schemas, invariants, reversibility) with implementing providers ranked by behavioral conformance, success rate, and p50…

  • get_capability_spec

    Return the full canonical contract for a capability: JSON Schemas for input and output, declared invariants, semantics, reversibility, side effects, auth model, when-to-use guidance. Plus the list of providers that implement it with…

  • plan_capabilities

    Given a user intent, return a typed plan: an ordered list of capability calls that together accomplish the goal, with the highest-reputation provider per step. The plan respects the capability registry's prerequisite graph — for example a…

  • reverse_search_capabilities

    Given a JSON payload (something you found in user context, a webhook body, an export, a clipboard paste), return the capabilities whose input or output schema overlaps with the payload's shape. Use this when you don't have a verb-style…

  • list_available_capabilities

    Return a compact roster of every capability with at least one enabled provider, grouped by category, with the best current conformance per capability. Use this as a self-introspection step: call once at the start of a task to know what is…

  • invoke_capability

    Execute a capability call against a chosen provider with typed inputs. WRITE tool when the capability's category ends in '.write' (creates state, sends notifications, charges money, etc.) — confirm with the user before calling for any…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "whatcanido": {
      "type": "http",
      "url": "https://whatcanido.dev/api/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http whatcanido https://whatcanido.dev/api/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://whatcanido.dev/api/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.