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Similaridade de Identidade (México)

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?

The description discloses key behavioral traits beyond annotations: invoke works without installing, returns a connect link when credentials are needed, and returns a checkout/top-up link for paid MCPs. It also notes that writes require admin/owner and that describe exposes pricing and auth info.

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, avoiding fluff and with each sentence delivering unique context. It lacks structured formatting (e.g., bullets), but the narrative flow is logical and front-loaded with the core purpose.

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 tool with 14 actions, 23 parameters, and no output schema, the description provides substantial coverage of core flows, side effects, permissions, and the prompt library. However, it omits return-value details for most actions, though they are often inferable from the action semantics.

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, the description adds meaning for central parameters (action, query, mcp_id, tool_id, arguments, prompt_*) but leaves many others (limit, immediate, tier_slug, cancel_reason, cancel_comment, report_context, request_details) undocumented. It partially compensates for the overall gap.

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 that marketplace is the official mcp.ai catalog, listing MCPs/tools and running them. It explains the core flow (search → describe → invoke) and distinguishes its capabilities from siblings like toolkit_info and report_bug.

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 is provided: search for discovery, describe for full MCP profiles, invoke for one-off runs even when not installed, and install only for permanent additions. It also recommends invoke over install for occasional use and states that writes require workspace owner/admin.

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

A3.6/5.0
Disambiguation3/5

Most tools have clear purposes, but 'connect' and 'toolkit_info' both report connection/state information, and 'authenticate' overlaps with 'connect' around authentication. The single domain-specific tool 'similaridade_mx_consultar' stands apart, but the platform tools could still confuse an agent.

Naming Consistency2/5

Naming is mixed: bare verbs ('authenticate', 'connect'), nouns ('marketplace', 'toolkit_info'), verb_noun compounds ('report_bug', 'show_version'), and a Portuguese phrase ('similaridade_mx_consultar'). No consistent convention across the set.

Tool Count3/5

Seven tools is a reasonable number, but the server's stated purpose (identity similarity in México) is served by only one tool; the rest are generic platform helpers. This makes the count feel mismatched to the domain, though not excessive.

Completeness3/5

The platform utilities cover authentication, state, marketplace, and feedback adequately. However, the domain-specific 'consultar' tool is a single query with no additional operations like history, batch, or validation, leaving gaps for a comprehensive identity-similarity service.