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Ailabra Agent Profit Ledger

by JSJFIN · remote · no sign-in to list tools · v1.0.6 · published by GitHub user JSJFIN

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

Changes · 5
CompareRegistry entry

8 tools: 5 change things and 3 only read.

Scanned Oct 21, 2026

No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.

claude mcp add --transport http agent-profit-ledger https://x402.ailabra.org/mcp

Tools

Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.

8 tools

Changes things 5Claude Code: ask
  • profit_attestUse profit_attest when a tamper-evident Ed25519-signed profit calculation is needed for sharing or later verification.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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 service origin, not independent auditing of self-reported evidence.
  • 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 …No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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, 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.
  • report_verifyUse report_verify to check the integrity and service signature of historical report schemas 1, 2, or 3.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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.
  • workspace_createUse workspace_create for a persistent 30-day agent economics workflow instead of one stateless batch.No findings

    Why it is in this group

    • The name "workspace_create" says "create": a word for a change.
    Description, as the server wrote it
    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 audited.
  • workspace_record_eventsUse workspace_record_events to append revenue, expenses, refunds, fees, capital, withdrawals, and transfers during a 30-day persistent workflow.No findings

    Why it is in this group

    • Nothing in its name or description says what it does, so it is counted as a write.
    Description, as the server wrote it
    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.
Only reads 3Claude Code: allow
  • profit_analyzeUse profit_analyze when an agent needs deterministic findings about cost concentration, revenue concentration, unprofitable experiments, missing costs, and evidence coverage.No findings

    Why it is in this group

    • The name "profit_analyze" says "analyze": a word for reading.
    Description, as the server wrote it
    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 audit. Use profit_calculate for totals without findings.
  • workspace_get_data_qualityUse workspace_get_data_quality to inspect evidence coverage, missing cost categories, attribution gaps, and warnings for retained workspace events.No findings

    Why it is in this group

    • The name "workspace_get_data_quality" says "get": a word for reading.
    Description, as the server wrote it
    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.
  • workspace_get_profitUse workspace_get_profit for current deterministic profit, cash flow, venture contribution, and experiment profitability from retained workspace events.No findings

    Why it is in this group

    • The name "workspace_get_profit" says "get": a word for reading.
    Description, as the server wrote it
    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.

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data or untrusted-input or outbound.

Reads private data0
Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write0
Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Can send data out0
Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Remote posture

What anyone on the internet sees at the remote endpoint: an anonymous initialize and tools/list, and the public OAuth metadata.

Looked at Oct 22, 2026, 14:52 UTC, unchanged since Oct 22, 2026. No credentials were sent and no tool was called. What is looked at.

Reachable
yes
HTTP status of an anonymous initialize
200
tools/list served without credentials
yes
Tools that change things, listed without credentials
5
Protocol version
2025-06-18
WWW-Authenticate on 401
not observed
resource_metadata in WWW-Authenticate
none
RFC 9728 protected resource metadata
none
Authorization servers
none
Legacy HTTP+SSE transport
no
Dynamic client registration
not observed
Client ID metadata documents
not observed
  • WarnThe whole server

    The endpoint served tools/list without credentials, and the list has 5 tools that change things (5 write). Whether a call also works without credentials was not tested: tools are never called.

    Matched text

    https://x402.ailabra.org/mcp: tools/list returned 8 tools to an anonymous client, including profit_calculate (write), profit_attest (write), workspace_create (write), workspace_record_events (write), report_verify (write)

    What this check looks for

Install

Pinned to version 1.0.6. Values in angle brackets are yours to fill in.

claude mcp add --transport http agent-profit-ledger https://x402.ailabra.org/mcp

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__agent-profit-ledger__profit_analyze",
      "mcp__agent-profit-ledger__workspace_get_profit",
      "mcp__agent-profit-ledger__workspace_get_data_quality"
    ],
    "ask": [
      "mcp__agent-profit-ledger__profit_calculate",
      "mcp__agent-profit-ledger__profit_attest",
      "mcp__agent-profit-ledger__workspace_create",
      "mcp__agent-profit-ledger__workspace_record_events",
      "mcp__agent-profit-ledger__report_verify"
    ],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as agent-profit-ledger. Review it before you use it.