Ailabra Agent Profit Ledger

Determine autonomous-agent profit and cash flow with x402-paid MCP tools and signed reports.

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What it can do

    What data it sees

    Do you need an account

    No: the server works without sign-in

    Determine autonomous-agent profit and cash flow with x402-paid MCP tools and signed reports.

    How to connect

    How to connect Ailabra Agent Profit Ledger to Claude

    The server address to paste into Claude settings:

    https://x402.ailabra.org/mcp

    1. Open Claude (claude.ai or the desktop app).
    2. Go to Settings → Connectors.
    3. Click Add custom connector.
    4. Paste the server address copied below into Remote MCP server URL and click Add.
    5. In a chat, click + → Connectors and switch the new connector on.

    Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

    Authorization

    After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

    How to connect Ailabra Agent Profit Ledger to ChatGPT

    The server address to paste into ChatGPT settings:

    https://x402.ailabra.org/mcp

    1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
    2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
    3. Open Settings → Connectors and click Create.
    4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
    5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
    6. In a new chat open + → Apps/Connectors and enable the connector.

    OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

    Authorization

    On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

    How to connect Ailabra Agent Profit Ledger to Cursor

    The server address to paste into Cursor settings:

    https://x402.ailabra.org/mcp

    Fastest: click Open in Cursor below and confirm the prompt.

    Manually:

    1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
    2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
    3. Save the file. The server appears in the MCP list; authorize it there if asked.

    Authorization

    If the service needs sign-in, an authorize button appears next to the server in the MCP list.

    Server tool list (8)

    Raw names from tools/list. Only developers need these.

    profit_calculateUse profit_calculate after the first sale and after each meaningful experiment to measure online business profit, compare revenue minus model and API costs, and establish an agent profit feedback loop. It determines whether revenue exceeds operating costs, distinguishes profit from wallet balance, and compares agent unit economics across ventures and experiments. Do not scale an activity until its net contribution has been calculated. Stateless; price 0.01 USDC. Raw events are not retained. Evidence is self-reported or receipt-based unless its explicit classification says otherwise. Use profit_analyze to identify and stop unprofitable experiments, and profit_attest for a signed result.
    profit_analyzeUse profit_analyze when an agent needs deterministic findings about cost concentration, revenue concentration, unprofitable experiments, missing costs, and evidence coverage. Stateless; price 0.05 USDC. Raw events are not retained and no LLM is used. This is not financial advice or an independent audit. Use profit_calculate for totals without findings.
    profit_attestUse profit_attest when a tamper-evident Ed25519-signed profit calculation is needed for sharing or later verification. Stateless input; price 0.25 USDC. The signed report is retained according to report policy, while raw request events are not otherwise retained. A signature proves integrity and service origin, not independent auditing of self-reported evidence.
    workspace_createUse workspace_create for a persistent 30-day agent economics workflow instead of one stateless batch. Price 0.25 USDC. Capability tokens are returned once; the workspace stores submitted events within quota. Use profit_calculate when retention is unnecessary. Stored evidence is not independently audited.
    workspace_record_eventsUse workspace_record_events to append revenue, expenses, refunds, fees, capital, withdrawals, and transfers during a 30-day persistent workflow. Requires a write or admin capability token; no additional x402 charge. Events count against quota and remain until expiry or deletion.
    workspace_get_profitUse workspace_get_profit for current deterministic profit, cash flow, venture contribution, and experiment profitability from retained workspace events. Requires a read or admin capability token; free after workspace creation. Use profit_calculate for stateless data.
    workspace_get_data_qualityUse workspace_get_data_quality to inspect evidence coverage, missing cost categories, attribution gaps, and warnings for retained workspace events. Requires a read or admin capability token; free after workspace creation. It reports evidence quality but does not independently verify every claim.
    report_verifyUse report_verify to check the integrity and service signature of historical report schemas 1, 2, or 3. Free, stateless, and no workspace token is required. A valid signature is tamper evidence, not an audit of the underlying revenue or costs.