Connect-MCP

Ailabra Agent Profit Ledger

io.github.JSJFIN/agent-profit-ledger · v1.0.6

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

MCPremoteno credentials

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 8 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 74/100

What it does: 8 tools · 0 read, 0 write

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +1
  • Read/write annotations: 0
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://x402.ailabra.org/mcp

Tools

8 tools listed at last check
  • profit_calculate Use 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, a
  • profit_analyze Use 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 au
  • profit_attest Use 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 ser
  • workspace_create Use 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 aud
  • workspace_record_events Use 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_profit Use 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_quality Use 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_verify Use 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.

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