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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

A4.8/5.0
Behavior5/5

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

Goes far beyond minimal annotations, explaining nuanced behaviors: invoke runs tools even when not installed, returns connect/checkout links for missing credentials or empty wallets, and does not bloat the toolkit. It also discloses authorization requirements for writes and distinguishes permanent vs. one-off installations. 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 dense but well-structured, starting with the overall purpose, then the core flow, key behavioral notes, permissions, and the prompt library subsection. Each sentence adds value, though it is long—justified by the tool's complexity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

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 params, 14 actions, additional prompt library), the description is remarkably complete. It covers all action categories, edge cases like uninstalled MCPs and payment/auth failures, permission requirements, and the distinct prompt library feature. It even notes output details like installed_in_toolkit flags, making it sufficient despite no output schema.

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 0% schema description coverage, the description compensates by explaining the action parameter and its possible values, and referencing key parameters like mcp_id, tool_id, and arguments within the flow. However, many individual parameters (e.g., limit, cancel_reason, prompt_vars) are not explicitly described, so it doesn't fully cover all 23 parameters.

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 identifies the tool as the official marketplace for MCPs/tools, functioning as both catalog and execution platform. It differentiates from sibling tools by explicitly stating its scope ('every MCP/tool, AND the way to run them') and detailing the core flow of search/describe/invoke/install.

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 guidance on when to use each action: search to discover, describe to inspect, invoke for one-off runs, install for permanent additions, list_tools for current callable tools, request_mcp for unmet needs. It also states preferences (prefer invoke over install for occasional use) and alternatives, making tool selection unambiguous.

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

A3.8/5.0
Disambiguation3/5

The domain tool 'cnd_imovel_rural_consultar' is clearly distinct, but the platform tools overlap: 'connect' and 'toolkit_info' both report connection status, and 'marketplace' is a catch-all for searching, invoking, and managing MCPs. Descriptions are detailed, but the boundaries between these utility tools are not always sharp.

Naming Consistency2/5

Tool names mix styles: single verbs (authenticate, connect), nouns (marketplace), verb_noun with underscores (report_bug, show_version), and a long Portuguese snake_case name (cnd_imovel_rural_consultar). There is no consistent pattern, and the language mix (English vs Portuguese) adds to the inconsistency.

Tool Count3/5

With 7 tools, the count is within a reasonable range, but only one tool serves the server's stated domain ('CND Imóvel Rural'). The other six are generic platform utilities, making the set feel bloated with meta-tools rather than focused on the certificate service.

Completeness4/5

For the domain of issuing a negative certificate for a rural property, the single 'cnd_imovel_rural_consultar' tool covers the core operation. There are no obvious missing domain operations (e.g., no need for update or delete). However, the platform tools are unrelated to the domain, which slightly detracts from the overall completeness.