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OpenAI Billing

Server Details

OpenAI organization usage and cost reporting through an admin API key connected by the user.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
mcp-dir/openai_billing-mcp
GitHub Stars
0
Server Listing
OpenAI Billing
ChatGPT
–
Claude
–

TDQS

A3.5/5.0

Scored across 9 tools

Disambiguation3/5

The three openai_billing_* tools are clearly distinct, and the platform utilities (authenticate, connect, toolkit_info, show_version) mostly have separate roles. However, the marketplace tool is a sprawling mega-tool that overlaps with connect (auth URLs), toolkit_info (installation state), and even report_bug, making the boundaries fuzzy and increasing the chance of misselection.

Naming Consistency2/5

Naming is mixed: some tools use a consistent openai_billing_ prefix with verb_noun structure, while others are bare verbs like authenticate and connect, or a bare noun like marketplace. There is no uniform pattern across the set, which makes it harder to predict tool names.

Tool Count4/5

Nine tools is a reasonable count, but the marketplace tool packs in many sub-operations (search, describe, invoke, install, subscribe, prompts), so the effective surface is much larger than the count suggests. Still, the visible count is not excessive and each platform utility earns its place.

Completeness4/5

For the stated OpenAI Billing domain, the set covers account listing, cost reports, and usage reports, giving solid read-only coverage. Missing operations like invoice/payment details or account disconnection are minor gaps, and the platform tools add broader lifecycle coverage for connections and the marketplace.

Available Tools

9 tools
authenticateA
Idempotent
Inspect

MCP.AI for IDE agents (Cursor, etc.): log in in the browser, copy the access token. Best: add it to this server's config as a header Authorization: Bearer <token> for a permanent, non-expiring connection. Or paste it here for a session-only login: call with { token: "" } after the user pastes, or with no args to get the link.

Inputs: token.

connectA
Read-onlyIdempotent
Inspect

Returns connection status and URLs. When all providers are connected, returns authenticated:true and empty pending[]. When credentials are missing, returns connect_url for the toolkit and per-install URLs.

Inputs: no named parameters.

marketplaceAInspect

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.

Inputs: limit, query, action, mcp_id, +19 more.

openai_billing_costB
Read-onlyIdempotent
Inspect

Get normalized OpenAI organization costs for a date range. Returns compact totals and daily costs.

Inputs: limit, account, end_time, group_by, +3 more.

openai_billing_list_accountsA
Read-onlyIdempotent
Inspect

List OpenAI Billing admin API connections linked to this install.

Inputs: account.

openai_billing_usageA
Read-onlyIdempotent
Inspect

Get normalized OpenAI organization usage for completions, embeddings, images, audio, vector stores, or code interpreter sessions.

Inputs: kind, limit, account, end_time, +4 more.

report_bugA
Idempotent
Inspect

Report a bug, missing feature, or send feedback. Include the conversation array with recent messages for reproduction.

Inputs: message (required), context, conversation.

show_versionA
Read-onlyIdempotent
Inspect

Show the current MCP platform and adapter versions.

Inputs: no named parameters.

toolkit_infoA
Read-onlyIdempotent
Inspect

Returns the current toolkit state: installed MCPs, their connection status, the accounts connected to each one, and how many catalog tools each exposes.

Inputs: no named parameters.

Tool Schema Changelog

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