Caliper

10 tools. 2 can modify or destroy data without limits.

2 write tools that can modify data. Rate limits recommended.

Last updated:

2 can modify or destroy data
8 read-only
10 tools total

2 Caliper tools can modify or destroy data, with no limits today. PolicyLayer puts allow, deny, and rate-limit rules on every call. Live in minutes.

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Free to start. No card required.

Read (8) Write / Execute (2) Destructive / Financial (0)
4,090 tokens of tool definitions, loaded on every request
2.0% of a 200k context window
626 heaviest tool: format_auto

Write operations (format_batch) modify state. Without rate limits, an agent can make hundreds of changes in seconds — faster than any human can review or revert.

Execute tools (format_las) trigger processes with side effects. Builds, notifications, workflows — all fired without throttling.

Rate limit write operations
{
  "format_batch": {
    "limits": [
      {
        "counter": "format_batch_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations
{
  "feature_request": {
    "limits": [
      {
        "counter": "feature_request_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Get this policy live on your own Caliper server in minutes. Tune the limits to your setup; PolicyLayer enforces it on every call.

ENFORCE ON MY CALIPER →
How do I prevent bulk modifications through Caliper? +

The Caliper server has 1 write tools including format_batch. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach Caliper.

How many tools does the Caliper MCP server expose? +

10 tools across 3 categories: Execute, Read, Write. 8 are read-only. 2 can modify, create, or delete data.

How do I enforce a policy on Caliper? +

Register the Caliper MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Other MCP servers with similar tools.

Starter policies for each. Same risk classification, live on your fleet in minutes.

Enforce policy on every Caliper tool call.

Deterministic rules across all 10 Caliper tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

Free to start. No card required.

4,600+ MCP servers and 31,000+ tools scanned and risk-classified.

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