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Prefeitura MG Janaúba: Certidão Negativa de Débitos

marketplace

The official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them. Covers capability requests like "find an MCP that does X", "consulta um CPF", "is there a tool for Y". Core flow: action=search discovers MCPs by intent → describe returns one MCP's full profile (every tool with its id + params, pricing, auth) so you pick the right tool_id → invoke RUNS that tool. KEY: invoke works even when the MCP is NOT installed — it runs the tool pontualmente (one-off), without adding the MCP to the toolkit and without bloating the tool list. If the MCP needs a credential/login, invoke returns a connect link; if it is paid and the wallet is empty, invoke returns a checkout/top-up link (the user opens it, then you retry). Use install only to make an MCP PERMANENT in the active toolkit (its tools then show up natively in future sessions); prefer invoke for a single/occasional use. list_tools lists what is callable right now. subscribe/cancel handle per-MCP billing; report_bug sends feedback; request_mcp asks us to build a NEW MCP when nothing fits. Search/describe flag installed_in_toolkit vs installed_in_workspace. Writes (install/uninstall/subscribe/cancel and the one-off install behind invoke) require workspace owner/admin. It also carries the mcp.ai PROMPT LIBRARY, which is about ready-made prompt TEXT rather than MCPs: search_prompts finds one, get_prompt returns its full text with {{variables}} filled, and publish_prompt saves a prompt and returns a shareable mcp.ai/p/ link that opens without login.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
actionNosearch
mcp_idNo
messageNo
tool_idNo
argumentsNo{}
immediateNo
tier_slugNo
prompt_bodyNo
prompt_slugNo
prompt_toolNo
prompt_varsNo{}
conversationNo[]
prompt_titleNo
request_nameNo
cancel_reasonNo
cancel_commentNo
prompt_targetsNo
report_contextNo
prompt_categoryNo
request_detailsNo
prompt_descriptionNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.7/5.0
Behavior5/5

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

Beyond the minimal annotations (readOnlyHint false, openWorldHint true), the description discloses key behaviors: invoke works even when the MCP is not installed ('runs the tool pontualmente'), returns connect/checkout links on credential or payment needs, and that writes require workspace owner/admin. It also explains the one-off nature of invoke and the permanent nature of install. This significantly adds behavioral context that annotations do not contain.

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?

The description is about 180 words, long but justified given the tool's complexity. It is front-loaded with the core concept and flow, then details key behaviors and specific actions. Each sentence adds value—no fluff. The structure is logically ordered (concept → flow → key nuances → actions). It is appropriately sized for a meta-tool with 14 actions, though it could be broken into sections for easier scanning, earning a 4.

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 the tool's high complexity (23 parameters, 14 actions, no output schema), the description provides a strong overview covering all key aspects: the marketplace core, invoke/install distinction, auth/payment handling, prompt library, and permission requirements. It does not detail response structures for every action, but it does mention what returns (e.g., describe returns full profile, publish_prompt returns a shareable link). It is reasonably complete for the scale, though an output schema or per-action response examples would improve it, hence a 4.

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?

With a 0% schema description coverage, the description must compensate heavily. It links major parameters to actions: 'action=search', 'describe returns one MCP's full profile', 'invoke RUNS that tool with tool_id and arguments.' It also mentions prompt-related parameters (prompt_body, prompt_vars) implicitly in the prompt library section. However, it does not explicitly explain every one of the 23 parameters (e.g., prompt_targets, cancel_reason), though it gives enough context for the agent to infer from the action descriptions. The description adds substantial meaning but leaves some parameter details implicit, scoring 4.

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?

The description clearly states the tool's purpose: 'The official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them.' It goes beyond a generic statement by detailing the core flow (search → describe → invoke) and listing specific actions (install, subscribe, search_prompts, etc.), which distinguishes it from sibling tools like connect or report_bug. The verb+resource combination is precise and unambiguous.

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?

The description provides explicit guidance on when to use different actions: 'Use install only to make an MCP PERMANENT in the active toolkit... prefer invoke for a single/occasional use.' It also specifies that 'list_tools lists what is callable right now' and that writes require admin. The alternative is clearly stated: 'prefer invoke for a single/occasional use' vs 'install only to make an MCP PERMANENT.' This offers clear context and exclusions.

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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