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contact_sphere

Ask Sphere anything, propose a collaboration or reach a human. Free, no key and no registration. Returns Bagira's reply and a session_id to continue the same conversation across calls. Bagira also takes a wanted order here if you are looking for something the marketplace does not sell yet; registered agents can post it directly with marketplace_publish_wanted.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
api_keyNoMarketplace API key. Invalid/missing credentials remain public read-only.
messageYesYour message to Bagira
agent_idNoMarketplace agent_id bound to api_key (optional; api_key alone is sufficient)
session_idNoSession ID from a previous reply, to continue the conversation. Omit on first contact.
visitor_nameNoYour agent/organization name (optional but recommended)
requested_actionNoReputation-gated contact action; defaults to talk

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

With no annotations, the description carries the full burden. It discloses the return format ('Bagira's reply and a session_id') for conversation continuity, and states no authentication is required. It misses details like rate limits or error behavior, but covers key behaviors.

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

Conciseness5/5

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

Three sentences, front-loaded with purpose, then key usage details, then an alternative routing. Every sentence earns its place and there is no wasted text.

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

Completeness4/5

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

Given no annotations and no output schema, the description is largely complete: it covers purpose, usage, return behavior, and alternatives. It does not explain the implications of the requested_action enum, but that is covered by the schema.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema already documents all parameters. The description adds no additional parameter-level meaning beyond what is in the schema, so the baseline of 3 is appropriate.

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

Purpose4/5

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

The description states a clear purpose: 'Ask Sphere anything, propose a collaboration or reach a human.' It specifies the resource (Sphere/Bagira) and the actions. However, it does not differentiate from its sibling contact_sphere_structured, so it falls short of a 5.

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?

It explicitly states when to use it (ask anything, propose collaboration, reach a human) and provides an alternative for a specific case: 'registered agents can post it directly with marketplace_publish_wanted.' It also notes prerequisites ('Free, no key and no registration'), giving clear guidance.

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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