Skip to main content
Glama

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?

Beyond annotations (readOnlyHint=false, etc.), the description discloses critical behavioral details: invoke works even when the MCP is not installed, returns a connect link for missing credentials or a checkout/top-up link for empty wallet, writes require workspace owner/admin, and the one-off install behind invoke is mentioned. It also explains return behaviors like the shareable prompt link, which is not covered by annotations or output schema.

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 rich, and nearly every sentence conveys essential guidance. It is front-loaded with the core definition, then flows through the action lifecycle and ends with the prompt library. While it could benefit from bullet points, the density is justified by the tool's complexity (14 actions, 23 params). It is verbose but not wasteful.

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?

For a tool with no output schema, the description is remarkably complete: it explains the entire action flow, permission requirements, error/next-step behaviors (connect/checkout links), and the prompt library sub-feature. It covers edge cases like non-installed MCPs and wallet shortages, making it sufficient 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 23 parameters and 0% schema description coverage, the description carries the burden and explains the most important ones: action values (search, describe, install, invoke, list_tools, prompt actions), tool_id, arguments, and prompt-related fields. However, it does not explicitly describe parameters like limit, immediate, tier_slug, cancel_reason, conversation, or prompt_targets. It adds substantial value for core usage but not exhaustive parameter coverage.

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 the tool is 'the official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them.' It specifies the core flow (search → describe → invoke) and distinguishes this tool from siblings by covering all marketplace actions, including the prompt library. It is far from a tautology and explicitly defines its resource and verbs.

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 says when to prefer invoke for single/occasional use vs install for permanent toolkit inclusion, and it contrasts list_tools with 'callable right now' vs search/describe flags. It also gives alternatives: request_mcp for new MCPs, report_bug for feedback, and separates prompt library actions from MCP actions. This is clear when-to-use and when-not-to-use guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

B3.1/5.0
Disambiguation5/5

Each Bity tool targets a distinct resource (balance, orders, ticker, trades, orderbook) and the platform tools (authenticate, connect, marketplace, etc.) serve clearly separate functions. There is no real overlap or ambiguity between any of the tools.

Naming Consistency2/5

The Bity tools use a 'bity_' prefix, but the naming pattern is inconsistent: bity_get_balance uses a verb, while bity_orderbook and bity_ticker are just nouns. The non-Bity tools (authenticate, connect, marketplace, report_bug, show_version, toolkit_info) follow no common pattern and break the verb_noun convention.

Tool Count3/5

At 14 tools, the count is within a reasonable range, but the server mixes a focused Bity integration with generic platform tools (marketplace, report_bug, etc.), making the scope feel inflated. A dedicated Bity server would not need the platform-layer tools, so the count is slightly high for the apparent purpose.

Completeness2/5

The Bity toolset covers read-only operations: balance, orders, ticker, trades, orderbook. There is no tool to create, cancel, or modify orders, which is a fundamental omission for a trading exchange. The server cannot execute any trades, so it fails to provide a complete lifecycle for its core domain.