Sampling Quota Guard

Per-server MCP sampling allowance, scope clamp and pre-connect verdict.

Should I use this

Quality & Safety

B
Description quality
83%
Schema completeness
65%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'guard_ledger' description lacks action verbin guard_ledger

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~246Tokens (tool definitions)
~219 BTypical response size
Minimal attention impact (0.19% 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": {
    "sampling-quota-guard": {
      "url": "https://textforagents.com/products/sampling-quota-guard/mcp"
    }
  }
}

Remote endpoints

https://textforagents.com/products/sampling-quota-guard/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
⚪guard_meter(server, request)

Meter one sampling/createMessage request against your per-server ledger + fail-closed allowance + scope clamp. Billed per the pricing sheet (flat coverage, then $0.002 x402). Denied requests never consume allowance.

Input Schema

{
  "type": "object",
  "properties": {
    "server": {
      "type": "string"
    },
    "request": {
      "type": "object"
    }
  },
  "required": [
    "server",
    "request"
  ]
}
⚪guard_verdict(server)

Pre-connect verdict (ALLOW / CAUTION / DENY / INSUFFICIENT_DATA) for one server from your own measured profile. First 100 verdicts free one time per operator; then $0.005 x402; flat tier covers verdicts.

Input Schema

{
  "type": "object",
  "properties": {
    "server": {
      "type": "string"
    }
  },
  "required": [
    "server"
  ]
}
⚪guard_ledger(server)

Your per-server sampling ledger rows (your operator only).

Input Schema

{
  "type": "object",
  "properties": {
    "server": {
      "type": "string"
    }
  }
}
⚪guard_policy

Your allowance + tunable threshold policy.

Input Schema

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

Community

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Evidence

Recent observations

verifiedversion not recorded4 tools