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Start Kindora Connect Profile

start_connect_profile

Set up a PERSON's Kindora Connect profile — one-to-one introductions between people who work on the same things, suggested only when there is a real reason — from a brief you wrote about them, when the person asks for that. (For an organization's funder search, use start_kindora_profile.)

Write the brief from what you know about the person: who wrote it (assistant.name), their name, work email and LinkedIn link (person), and the profile fields in this tool's input schema (headline, title, affiliation_name, about, role_family, roles, seniority, location, focus_areas, populations, geographies, asks, offers, languages). asks is the most useful field: what they are looking for right now (a problem they are working on, a peer or partner, funding for their work or, for a donor or funder, work they want to fund), one line each, up to three. Before calling, show the person the whole brief, say it will be sent to Kindora with their email address, and ask whether to send it. Call only after they say yes, with person_approved_sending set to true.

This tool writes: Kindora records the request and emails the person a link. It returns no link. Kindora Connect calls this "About you", never a profile; use those words with the person. The person confirms their email with a six-digit code (no password), sees the draft, and starts introductions themselves; the profile is for Kindora to read, nobody browses it, and Kindora uses nothing until they do.

Input Schema

NameRequiredDescriptionDefault
briefYesA brief about one PERSON for Kindora Connect, written by an assistant for the person to approve before Kindora sets up their profile. `profile` carries the profile editor's own fields (headline, title, affiliation_name, about, role_family, roles, seniority, location, focus_areas, populations, geographies, asks, offers, languages); anything else is refused. `network` is the slug of the network to join (the commons when absent).
emailYesThe person's work email. Kindora sends the link there.
localeNoLanguage of the email and the page.en
person_approved_sendingYestrue only after the person has seen this exact brief and said to send it.

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations declare a non-read-only, non-idempotent write but say nothing about the human flow. The description adds what happens on write ('Kindora records the request and emails the person a link. It returns no link'), the six-digit email confirmation, that the person starts introductions themselves, that nobody browses the profile, and that Kindora uses nothing until they act. This is substantive disclosure beyond the safety annotations, and it does not contradict them.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Purpose and the sibling distinction are front-loaded, and the approval gate is stated plainly. It is long, and parts (the enumerated profile fields, the asks description) repeat the nested schema's own description, but nearly every sentence carries workflow or messaging instruction that an agent needs. Slight redundancy keeps it from a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a nested-object, human-approval-gated write tool this covers the full pipeline: brief authoring, consent step, email-code confirmation, and post-signup behavior. It also supplies messaging guidance ('Kindora Connect calls this "About you", never a profile; use those words with the person'). With an output schema present, no return-value explanation is required, so nothing needed is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description goes further: it names the profile fields to include, singles out `asks` as 'the most useful field' with concrete guidance on what belongs in it (up to three one-liners, problem/peer/funding), and explains the approval meaning of person_approved_sending. This adds real semantic value over the schema, though the field list is partially a restatement of the covered properties.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource+scope ('Set up a PERSON's Kindora Connect profile') and characterizes the underlying capability (one-to-one introductions). Crucially, it names the sibling it is not and the condition that selects the sibling ('For an organization's funder search, use start_kindora_profile'), so an agent can disambiguate without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives the trigger ('when the person asks for that'), the alternative tool for the org case, and the full approval gate ('show the person the whole brief... ask whether to send it. Call only after they say yes, with person_approved_sending set to true'). Both when-to-use and the when-not are explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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