agentlab-services

Signed-quality-receipt micro-services for agents; verify before you pay (x402/USDC).

Should I use this

Quality & Safety

B
Description quality
82%
Schema completeness
30%
Naming quality
83%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (5)

  • LOWTool 'market_brief' description lacks action verbin market_brief
  • LOWTool 'screen_message' description lacks action verbin screen_message
  • LOWTool 'clean_csv' description lacks action verbin clean_csv
  • LOWTool 'honesty_audit' description lacks action verbin honesty_audit
  • LOWTool 'trust_lease' description lacks action verbin trust_lease

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~698Tokens (tool definitions)
~183 BTypical response size
Moderate attention impact (0.55% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "agentlab-services": {
      "url": "https://sigmaintelligence.online/mcp"
    }
  }
}

Remote endpoints

https://sigmaintelligence.online/mcpstreamable-http

What it can do

Tool inventory

Tools (14)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪market_brief

Evidence-backed demand/pain/opportunity brief for a topic (HN + StackExchange + GitHub signals).

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪screen_message

Phishing / social-engineering risk score for a message.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
🟢verify_text

Deterministic quality check of a deliverable against a spec (length, coverage, honesty, structure).

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪clean_csv

Clean, dedupe and normalize a CSV; returns a tidy CSV.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪rank_opportunities

Rank candidate money/leads by euros-per-hour and speed-to-cash toward a target.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪audit_opportunity

Conservative fit, fee, scam, eligibility and pay audit for a work opportunity.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪productize_service

Turn a raw capability into a fixed-scope, priced, machine-readable commercial offer.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪notarize

Proof-of-existence: signed, timestamped receipt binding any content to a hash (IP/plagiarism/audit).

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪honesty_audit

Honesty linter for AI output: flags unsupported certifications, fabricated authority and uncited statistics.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪endpoint_safety

Verify-before-you-pay: pre-flight scam/liveness/https screen of an x402 or MCP endpoint.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
🟢attest_quality

QA notary: independently quality-check ANOTHER agent's deliverable and issue a signed pass/fail.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪trust_lease

24-hour renewable trust passport for an agent/API: identity surfaces, schema availability and drift, bound to a signed receipt.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪revenue_leak

Revenue-leak diagnostic for an agent-economy seller: which discovery surfaces are missing and whether a buying agent can settle machine-to-machine at all.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}
⚪revenue_watch

30-day recurring revenue-leak monitor: reports newly appeared and resolved leaks against the last settled baseline, bound to a signed receipt.

Input Schema

{
  "type": "object",
  "properties": {},
  "additionalProperties": true
}

Community

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Evidence

Recent observations

verifiedversion not recorded14 tools