TSUNG AI Research & Analysis

11 tools. 3 can modify or destroy data without limits.

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

Last updated:

3 can modify or destroy data
8 read-only
11 tools total

3 TSUNG AI Research & Analysis 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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Read (8) Write / Execute (3) Destructive / Financial (0)
653 tokens of tool definitions, loaded on every request
0.3% of a 200k context window
99 heaviest tool: dd_report

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

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

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

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations
{
  "analyze": {
    "limits": [
      {
        "counter": "analyze_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 TSUNG AI Research & Analysis server in minutes. Tune the limits to your setup; PolicyLayer enforces it on every call.

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How do I prevent bulk modifications through TSUNG AI Research & Analysis? +

The TSUNG AI Research & Analysis server has 2 write tools including ghost_write, line_push. 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 TSUNG AI Research & Analysis.

How many tools does the TSUNG AI Research & Analysis MCP server expose? +

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

How do I enforce a policy on TSUNG AI Research & Analysis? +

Register the TSUNG AI Research & Analysis 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 TSUNG AI Research & Analysis tool call.

Deterministic rules across all 11 TSUNG AI Research & Analysis 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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