Occam

4 tools. 4 can modify or destroy data without limits.

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

Last updated:

4 can modify or destroy data
0 read-only
4 tools total

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

SECURE OCCAM →

Free to start. No card required.

Read (0) Write / Execute (4) Destructive / Financial (0)
4,174 tokens of tool definitions, loaded on every request
2.1% of a 200k context window
1,795 heaviest tool: pysr_run

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

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

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

Prevents bulk unintended modifications from agents caught in loops.

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

ENFORCE ON MY OCCAM →
How do I prevent bulk modifications through Occam? +

The Occam server has 1 write tools including pysr_uncertainty. 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 Occam.

How many tools does the Occam MCP server expose? +

4 tools across 2 categories: Execute, Write. 0 are read-only. 4 can modify, create, or delete data.

How do I enforce a policy on Occam? +

Register the Occam 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 Occam tool call.

Deterministic rules across all 4 Occam 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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