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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

A4.5/5.0
Behavior5/5

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

Annotations are limited to hints, so the description carries the burden. It discloses that invoke runs one-off without installing, returns connect/checkout links for auth/payment, requires owner/admin for writes, and explains the prompt library's link behavior (opens without login). No contradiction with annotations.

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 long but organized with a clear progression: definition, capabilities, core flow, key behaviors, alternatives, permission requirements, and prompt library. Every sentence contributes meaning, though it could be tightened.

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?

Covers the major actions, edge cases (auth/payment), permission model, and the prompt library. However, it omits mention of the 'resume' action and the effects of uninstall beyond permission requirements, leaving a few gaps for a 23-parameter multi-action tool.

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 23 parameters. The description explains the action/tool_id/query flow and mentions prompt-related fields implicitly, but many parameters (tier_slug, immediate, conversation, report_context, prompt_targets) are not explained. It provides partial compensation but not enough for a parameter-heavy tool.

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 defines the marketplace as the in-platform catalog of every MCP/tool and the way to run them. It explicitly outlines the core flow (search → describe → invoke) and distinguishes from sibling tools by covering capability requests and the prompt library.

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?

Explicit guidance distinguishes invoke vs install: 'prefer invoke for a single/occasional use' vs 'Use install only to make an MCP PERMANENT'. It also explains when to use list_tools, subscribe/cancel, report_bug, and request_mcp, and how to handle connect/checkout flows before retrying.

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

A3.5/5.0
Disambiguation3/5

Most tools have clearly distinct purposes, but 'authenticate' and 'connect' both relate to authentication/connection status, and 'marketplace' is a sprawling meta-tool that overlaps with many capabilities. The domain-specific 'cnd_municipal_consultar' stands apart from the generic platform tools, reducing confusion among the former but making the set feel disjointed.

Naming Consistency2/5

Names mix single-word verbs (connect, marketplace), compound verbs (report_bug, show_version), and an inconsistent noun phrase (toolkit_info). The Portuguese 'cnd_municipal_consultar' contrasts sharply with English tool names, and there is no consistent verb_noun pattern across the set.

Tool Count2/5

While 7 tools is a reasonable number, the server is named 'CND Municipal' yet contains only one domain-specific tool; the other six are generic MCP platform utilities. This is a poor match between the server's apparent purpose and its actual tool composition.

Completeness2/5

For a CND Municipal service, the surface is extremely thin: only one query tool for the actual domain. There are no management operations for CND records, credit balance, or history. The platform tools (marketplace, connect, etc.) do not address domain completeness, leaving significant gaps for any real CND workflow.