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Prefeitura BA Juazeiro: 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?

With annotations present (readOnlyHint=false, openWorldHint=true), the bar is lower, but the description adds valuable context beyond them: one-off execution semantics ('without adding the MCP to the toolkit and without bloating the tool list'), auth/payment edge cases (connect link, checkout/top-up link then retry), and permission requirements ('Writes ... require workspace owner/admin'). No contradiction with annotations — arguably impossible to confirm contradiction given the formatting, but the content seems consistent with readOnlyHint=false.

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?

A single dense paragraph (~300 words) for a 23-param, 14-action dispatcher. It is front-loaded with the core message and every sentence earns its place, but the prompt-library section is tacked on and would benefit from bullet separation. The length is justified by the tool's complexity.

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?

For an extremely complex dispatcher with no output schema, the description covers the discovery flow, install-vs-invoke decision, permission model, billing/auth edge cases, and the separate prompt library. It does not precisely specify search/describe return formats, but coverage is thorough for this scope.

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 description coverage is 0%, so the description must compensate, and it does: the action enum (14 values) is mapped to flows, and mcp_id/tool_id/arguments are explained for describe and invoke. A few params (immediate, tier_slug, conversation, limit) remain undocumented, but the highest-leverage semantics are well covered.

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 opens with a specific, unambiguous statement: 'The official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them.' It maps intent phrases directly ('find an MCP that does X', 'consulta um CPF') and fully distinguishes itself from siblings like report_bug, connect, and authenticate by centering on catalog discovery plus execution.

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?

Exceptionally explicit when-to-use guidance: 'prefer invoke for a single/occasional use' vs 'Use install only to make an MCP PERMANENT', the ordered core flow (search → describe → invoke), and action-specific triggers ('list_tools lists what is callable right now', 'request_mcp asks us to build a NEW MCP when nothing fits', 'subscribe/cancel handle per-MCP billing'). This clearly frames decision boundaries.

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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TDQS

A3.6/5.0
Disambiguation2/5

Multiple tools have unclear boundaries: connect and toolkit_info both describe connection/status information, and marketplace is a catch-all that can invoke one-off tools, complicating the distinction from the direct CND consultation tool. The only clearly unique domain tool is pref_ba_juazeiro_cnd_consultar, but the generic helpers overlap with each other.

Naming Consistency2/5

Tool names mix bare verbs like connect and report_bug with noun-style names like marketplace and toolkit_info, and the Portuguese-specific pref_ba_juazeiro_cnd_consultar follows a different convention. There is no consistent verb_noun or domain pattern across the set.

Tool Count3/5

Seven tools is a reasonable count for a platform-support surface, so the size is not inherently bloated. However, only one tool directly serves the apparent CND-focused purpose, with the rest being generic platform/management helpers, creating a borderline scope mismatch.

Completeness4/5

The CND domain is essentially a single consult operation, and pref_ba_juazeiro_cnd_consultar covers that core workflow. The supporting tools provide enough auth/connection and error-reporting coverage, though a dedicated provider-specific workflow beyond that would be clearer.