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Certidão MPF

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

A4.2/5.0
Behavior5/5

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

The description reveals critical behaviors not present in the annotations: invoke runs even when MCP is not installed without bloating the tool list, returns connect/checkout links requiring user action and retry, install/subscribe/cancel require workspace owner/admin, and search/describe flag installation status. No contradiction with annotations (readOnlyHint false, openWorldHint true, etc.).

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

Conciseness3/5

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

The description is dense and informative but organized as one long paragraph without bullet points or section breaks. It contains some wordy phrases and tangential details, making it harder to scan, though every sentence does add value.

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?

Despite no output schema, the description covers the two major functional areas (MCP marketplace and prompt library), permission requirements, edge cases like credentials and wallet top-up, and the invoke-vs-install distinction. It omits return value formats and pagination behavior for list operations, but overall it is fairly complete for a tool of this complexity.

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 0% and the description compensates for the main action parameter by explaining each action and the role of mcp_id/tool_id in the flow. However, most of the 23 parameters (limit, arguments, immediate, prompt_body, conversation, etc.) are not explained at all, leaving significant gaps for parameter understanding.

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 clearly states the tool is the official mcp.ai marketplace catalog and runner for MCPs/tools, plus a prompt library. It gives a specific scope and flow, but the tool is multi-purpose and doesn't explicitly contrast with sibling tools like report_bug or toolkit_info, which could cause minor ambiguity.

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?

Provides explicit when-to-use guidance: prefer invoke for one-off use, use install for permanent toolkit addition, says list_tools shows what is callable right now, and covers permissions (owner/admin for writes) and follow-up flows for credential/payment links. This goes beyond vague heuristics and directly supports correct tool selection across actions.

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

A3.7/5.0
Disambiguation4/5

Most tools have clearly distinct purposes: authenticate handles login, connect shows connection status, marketplace is a catalog/execution platform, and mpf_certidao_consultar is the domain operation. Confusion could arise between marketplace's invoke functionality and the direct tool, and between connect and toolkit_info, but detailed descriptions mitigate ambiguity.

Naming Consistency2/5

Naming conventions are inconsistent: some tools are single-word verbs (authenticate, connect), some use snake_case with verbs (report_bug, show_version), and others are noun phrases (marketplace, toolkit_info). There is no consistent verb_noun pattern, and mpf_certidao_consultar stands out as a domain-specific name among generic platform names.

Tool Count3/5

With 7 tools, the count is not inherently excessive, but the server is named 'Certidão MPF' and only one tool actually relates to that domain. The other six are generic platform utilities, making the toolset feel bloated for its apparent purpose. A more focused server would have just the certidão tool or additional related domain tools.

Completeness3/5

For the specific operation of querying a certidão, the single tool mpf_certidao_consultar is complete as it provides the necessary functionality. However, the server's broader purpose is unclear—it includes platform-level tools that do not serve a unified domain, so there are potential gaps if a user expects related certidão operations or management features beyond a simple query.