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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?

The description adds substantial behavioral context beyond annotations: invoke works one-off even when the MCP is not installed, returns connect links for missing credentials and checkout links for empty wallet payment, writes require workspace owner/admin, and prompt links open without login. It also clarifies the side effects of install vs. invoke. This fully discloses safety, permissions, and state-changing implications.

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 a dense single paragraph (~250 words) that packs in a lot of useful information without filler. Each sentence adds value, but the wall-of-text structure makes it harder to scan; bullet points or short sections would improve readability. Given the tool's complexity, the length is justified, but it's not maximally concise.

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 covers the major flows well: search/describe/invoke/install, prompt library operations, auth requirements, and payment/connect handling. However, it omits details on many parameters and doesn't describe return formats beyond saying 'describe returns one MCP's full profile'. The description is strong but not fully complete for an agent to invoke every action correctly without additional inference.

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?

The description mentions the main action enum values and high-level parameter roles (e.g., action=search, describe, invoke, install; tool_id, mcp_id, arguments), but with 23 parameters and 0% schema coverage, it leaves many parameter meanings to inference. For instance, 'immediate', 'tier_slug', 'report_context', 'conversation', and 'prompt_targets' are never explained. The description adds some value but does not compensate for the schema's lack of descriptions.

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 opens with 'The official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them', clearly identifying both cataloging and execution as the core purpose. It distinguishes this tool from siblings by covering a unique combination of discovery, evaluation, invocation, installation, and prompt-library functions. Even with this breadth, it remains actionable and specific.

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 explicitly maps the core flow (search → describe → invoke) and provides when-to-use guidance for key alternatives, such as 'prefer invoke for a single/occasional use' and 'Use install only to make an MCP PERMANENT'. It also distinguishes between the marketplace's search/describe for discovery vs. list_tools for currently callable tools, and explains prompt-library search vs. publish. This is model guidance for choosing among the tool's many actions.

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
Disambiguation5/5

Each tool has a clearly distinct purpose: authentication, connection status, Interpol data lookup, marketplace operations, bug reporting, version display, and toolkit state. There is no meaningful overlap that would confuse an agent.

Naming Consistency2/5

Tool naming is inconsistent: some are single words (authenticate, connect, marketplace), some are snake_case verb_noun compounds (report_bug, show_version), and one is a non-English prefixed verb (interpol_consultar). This mixed style makes the naming pattern unpredictable.

Tool Count4/5

Seven tools is within a reasonable range, but the set is split between Interpol-specific functionality and generic MCP platform management, making the server's scope feel somewhat unfocused. Still, the count itself is not excessive.

Completeness3/5

The platform management side is fairly covered (auth, connection, toolkit info, marketplace, bug reporting), but the Interpol-specific side consists of only one tool, leaving no options for broader Interpol data queries or follow-up operations. This makes the server feel incomplete relative to its name.