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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?

Beyond the annotations, the description discloses crucial behaviors: invoke works even when MCP is not installed, returns a connect link when credentials are needed, returns a checkout link when wallet is empty, and writes require workspace owner/admin. It also explains installed_in_toolkit vs installed_in_workspace flags. 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 information-dense. Every sentence adds value, covering core flows, edge cases, permissions, and the prompt library. It is front-loaded with the central purpose and then expands logically, though it could benefit from clearer section breaks between the MCP marketplace and prompt library.

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?

For a tool with 23 parameters, no output schema, and a wide action set, the description is remarkably complete. It explains discovery, invocation, installation, billing, permissions, credential handling, and the prompt library. It covers edge cases like connect links and checkout links, and describes the difference between one-off and permanent installation.

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 carries the burden of explaining parameters. It covers the key ones: action, mcp_id, tool_id, arguments, prompt_body, prompt_slug, etc., by associating them with actions. It does not explain every parameter (e.g., tier_slug, immediate, cancel_reason) but adds substantial meaning beyond the raw schema.

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 states what the tool is: 'The official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them.' It uses a specific verb (catalog + run) and identifies the resource (MCPs/tools). It distinguishes itself from siblings by covering the full discovery-to-invocation flow.

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?

The description gives explicit when-to-use guidance: 'prefer invoke for a single/occasional use' vs 'Use install only to make an MCP PERMANENT'. It also explains the core flow (search → describe → invoke), when to use subscribe/cancel, report_bug, and request_mcp, and contrasts with list_tools ('lists what is callable right now').

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

A3.9/5.0
Disambiguation4/5

Each tool has a clearly distinct role: authentication, connection status, marketplace operations, bug reporting, version info, toolkit inspection, and CEP lookup. There is minor overlap between connect and toolkit_info (both show connection status) and between authenticate and marketplace (both handle credentials), but descriptions are detailed enough to avoid misselection.

Naming Consistency2/5

Naming patterns are inconsistent: single verbs (authenticate, connect), verb-noun (report_bug, show_version), nouns (marketplace, toolkit_info), and a Portuguese phrase (busca_cep_consultar). Mixing languages and styles creates confusion about the naming convention.

Tool Count5/5

Seven tools is a well-scoped count for a platform-style server that handles authentication, marketplace, connection management, and a core CEP lookup. Each tool serves a distinct function and none feels extraneous.

Completeness3/5

For the apparent CEP domain, the palette is thin: only one tool (busca_cep_consultar) and it only maps address to CEP, lacking a reverse CEP-to-address lookup. The platform tools are fairly complete for managing MCPs, but the domain-specific coverage has a notable gap.