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Prefeitura SP São Paulo: CCM

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?

Annotations provide only generic flags (readOnlyHint=false, openWorldHint=true), so the description carries the transparency burden, and it delivers richly: detailed one-off execution behavior ('runs it pontualmente (one-off), without adding the MCP to the toolkit and without bloating the tool list'), auth flows (invoke returns a connect link when credentials needed, checkout/top-up link when wallet empty), write-permission requirements, and prompt-library share behavior (opens without login). No contradiction with annotations — in fact it deepens what readOnlyHint=false implies by specifying exactly which operations mutate.

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 a dense wall of text covering 14 actions across two domains. It front-loads the core concept and uses 'Core flow:' and 'KEY:' markers to highlight critical info, which helps navigation. However, given the bulk and the two distinct sub-domains (MCP operations vs prompt library), it would benefit from more structured separation. The length is somewhat justified by the complexity, but readability suffers. Every sentence earns its place, yet structure is only average.

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 the high complexity (14 actions, 23 params, no output schema, generic annotations), the description is remarkably thorough: full end-to-end flow, edge cases (credentials, empty wallet, retry), permission model, and the second prompt-library domain fully explained. Weaknesses: it never specifies per-action return formats (which matters with no output schema) and action-specific nuances for params like immediate, tier_slug, and conversation are absent. Strong but with identifiable gaps.

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% for all 23 parameters, so the description must compensate. It does explain the semantic meaning of several key params through workflow context (action driving the whole flow, tool_id/arguments for invoke, mcp_id for describe, query for search). However, many parameters remain unexplained in the description (prompt_title, cancel_comment, conversation, immediate, tier_slug, request_name, report_context, etc.), leaving real gaps for the agent. Partial compensation, not full.

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 plus the runner for MCPs, with a specific scope. It explains the core action flow (search→describe→invoke) and distinguishes itself from siblings like authenticate and show_version by covering catalog/execution/billing/prompt-library functions. It's broad because it covers 14 actions across two domains (MCP marketplace + prompt library), which slightly dilutes the single-verb clarity, but the purpose is 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?

Extremely explicit guidance on when to use each action: 'prefer invoke for a single/occasional use' vs 'Use install only to make an MCP PERMANENT', 'Search/describe flag installed_in_toolkit vs installed_in_workspace', and clear alternatives like 'request_mcp asks us to build a NEW MCP when nothing fits'. The sequential core flow (search→describe→invoke) provides step-by-step triggering context, and permission requirements are stated (writes require workspace owner/admin). This is exemplary usage 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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