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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

TDQS

A4.8/5.0
Behavior5/5

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

Discloses key behaviors beyond annotations: invoke works without installation, returns connect/checkout links when auth/payment needed, and writes require owner/admin. Annotations declare readOnlyHint=false, consistent with the description's mention of writes.

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 highly structured, front-loaded with the core flow and then covering prompt library and permissions. It is dense with useful details and has minimal filler, though the length is substantial.

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?

Given the tool's complexity (23 params, 14 actions) and lack of output schema, the description covers all major flows, edge cases (credential/payment), and permission requirements. It is sufficiently complete for an agent to select and invoke the tool correctly.

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 compensates by explaining the action enum and the purpose of core parameters (query, mcp_id, tool_id, arguments, prompt_slug, etc.). However, some parameters like immediate, conversation, and cancel_reason remain unexplained, leaving minor gaps.

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 marketplace as the in-platform catalog of MCPs and the way to run them, with a specific core flow (search → describe → invoke). It distinguishes itself from siblings like openfinance_* by being a meta-tool for discovery and execution.

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?

Explicitly explains when to use each action (e.g., 'prefer invoke for a single/occasional use', 'Use install only to make an MCP PERMANENT'), and contrasts with alternatives like list_tools. Also mentions owner/admin requirement for writes.

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

A4/5.0
Disambiguation3/5

The openfinance_* family is mostly well-differentiated by resource type, but several tools overlap in purpose: openfinance_get_account_balance, openfinance_get_accounts_detail, and openfinance_list_accounts all return account/balance data, and openfinance_list_transactions versus openfinance_list_transactions_by_item have similar scopes. The marketplace tool also bundles many sub-actions (search, invoke, install, subscribe, report_bug, prompt library) into one tool, and duplicates the standalone report_bug tool. Detailed descriptions help, but an agent could easily misselect among the account and transaction variants.

Naming Consistency4/5

Naming is largely consistent: the finance tools follow a clear openfinance_verb_noun pattern (list_accounts, get_account_balance, force_sync, update_transaction_category). There are minor singular/plural inconsistencies (get_account_balance vs get_accounts_detail, get_credit_card_bill vs list_credit_card_bills) and generic platform verbs like authenticate/connect/marketplace that follow a different style, but the overall pattern is predictable and readable.

Tool Count3/5

25 tools is at the upper boundary of what feels manageable for a server covering platform management, marketplace operations, and a broad Open Finance data domain. The count is defensible given the many resource types (accounts, transactions, bills, loans, investments, connections), but it is heavy and the marketplace tool alone packs a dozen sub-capabilities into one entry, making the surface feel larger than 25 discrete tools.

Completeness5/5

The Open Finance surface is quite complete: connection lifecycle (list, connect, disconnect, force sync, status, provider status), account and balance reads, transactions with categorization support, credit card bills with payment status, loans, investments, and investment transactions. Platform concerns like authentication, versioning, toolkit state, marketplace search/install/invoke, and bug reporting are also covered, leaving no obvious dead ends for the server's stated purpose.