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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?

Goes well beyond annotations by revealing that invoke can run uninstalled MCPs without adding to the toolkit, returns connect/checkout links for auth/payment, flags installed status in search/describe, and notes that writes require workspace owner/admin. No contradiction with annotations (readOnlyHint=false, openWorldHint=true).

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 efficient—every sentence adds value. However, it is a long wall of text that mixes multiple topics (MCP discoverability, invoke semantics, billing, admin requirements, prompt library) without clear breaks, making it harder to parse than necessary.

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?

For a 14-action tool with no output schema, the description is quite complete: it covers core flows, invoke vs install, credential/payment handling, admin permissions, and the prompt library. Yet some actions (resume) and many parameters are left unexplained, and return formats are only partially described.

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?

With 0% schema description coverage and 23 params, the description must compensate. It thoroughly explains the action enum values, but most parameters (mcp_id, arguments, limit, cancel_reason, etc.) remain undocumented. It adds meaning to the core flow but not enough to fully map parameters to actions.

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 mcp.ai marketplace—the catalog for MCPs/tools and the execution engine. It outlines a specific flow (search → describe → invoke) and distinguishes the prompt library as a separate feature, making it distinct from siblings.

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 tasks, install for permanent additions; subscribe/cancel for billing, request_mcp for new MCPs, search_prompts for prompt text. It also explains follow-up behavior (connect/checkout links) and admin requirements for writes, offering clear alternatives.

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

B3.4/5.0
Disambiguation2/5

The marketplace tool is a catch-all that overlaps with report_bug (which it also mentions it can do), connect, and toolkit_info in terms of status and management. The single domain-specific tool, sancoes_canada_consultar, is clearly distinct from the platform utilities, but the utility tools have unclear boundaries among themselves.

Naming Consistency2/5

Names mix single verbs (authenticate, connect), nouns (marketplace, toolkit_info), and snake_case (report_bug, show_version, sancoes_canada_consultar). The Portuguese domain tool breaks the otherwise English naming convention, and there is no consistent verb_noun pattern across the set.

Tool Count3/5

Seven tools is a reasonable count, but six are generic platform utilities (auth, connection, marketplace, bug reporting, version, state) while only one serves the Canada sanctions domain. The scope feels split between a platform admin toolkit and a specific data service, making the count less coherent for the server's stated purpose.

Completeness2/5

The domain surface is extremely thin: only a single lookup operation for Canada sanctions, with no additional query types, listing options, or batch operations. The other tools address platform lifecycle, not the sanctions domain, leaving obvious gaps for a compliance-focused server (e.g., different sanction lists, detailed results, watchlists).