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AML (Vínculos Societários)

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

A4.7/5.0
Behavior5/5

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

Discloses important behavioral details beyond the annotations: invoke runs tools one-off without installing, returns connect or checkout/top-up links on credential/payment failures, and requires workspace owner/admin for writes. Also explains the installed_in_toolkit vs installed_in_workspace flags, giving a realistic picture of side effects and prerequisites. No contradiction with readOnlyHint=false; the description openly acknowledges that install/uninstall/subscribe/cancel are mutations.

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 dense; the length is warranted given the tool's 14 actions and 23 parameters. It front-loads the core flow and then covers auxiliary actions and the prompt library. Though a bulleted structure would improve scannability, each sentence contributes unique value without filler.

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 of this complexity with no output schema, the description is exceptionally complete: it covers search/describe/install/invoke, billing actions, bug reports, MCP requests, and the prompt library. Minor gaps include the 'resume' action and some parameters like tier_slug/immediate, but the core decision paths an agent needs are fully articulated.

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?

Since the schema has 0% coverage, the description compensates meaningfully by explaining the core parameters (action, mcp_id, tool_id, arguments) and the prompt_* fields. It maps actions to parameter usage in the flow. However, it does not explain every parameter, such as limit, immediate, tier_slug, or resume-related fields, leaving some parameters under-documented for full self-service use.

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 explicitly states the tool is 'the official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them,' using specific actions (search, describe, invoke, install) and covering both MCP discovery and execution. It clearly differentiates from siblings by defining its role as the central catalog/runtime, while siblings like authenticate, connect, and report_bug are narrowly scoped utilities.

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?

Offers explicit guidance on when to use invoke (one-off, works even for uninstalled MCPs) versus install (permanent toolkit addition), and names alternatives like request_mcp for missing capabilities. It also identifies list_tools for currently callable tools and distinguishes the prompt library as separate from MCP tools, providing a clearly mapped decision flow.

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
Disambiguation3/5

Most tools have distinct purposes, but connect and toolkit_info both report connection status, which could confuse agents. marketplace is a broad umbrella with many sub-operations, adding potential ambiguity, though descriptions are detailed.

Naming Consistency3/5

All names use snake_case, but they mix verb-only (authenticate, connect), verb-noun (report_bug, show_version), noun-noun (toolkit_info), and a compound verb-object (aml_vinculos_consultar). This is readable but not a consistent verb_noun pattern.

Tool Count2/5

With 7 tools, the count is moderate, but only one tool (aml_vinculos_consultar) relates to the server's stated AML purpose. The other six are generic platform utilities, making the set feel bloated and misaligned with the server's name.

Completeness1/5

For an AML server, the tool surface is severely incomplete: only a single query operation by CPF, with no ability to explore related entities, manage results, or perform any other AML-related task. The platform utilities do not fill this gap.