Zulip

27 tools. 13 can modify or destroy data without limits.

1 destructive tool with no built-in limits. Policy required.

Last updated:

13 can modify or destroy data
14 read-only
27 tools total

Community server · catalogue entry verified 12/06/2026

How to control Zulip ↓

What Zulip exposes to your agents

Read (14) Write / Execute (9) Destructive / Financial (1)
Critical Risk

The most dangerous Zulip tools

13 of Zulip's 27 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

How to control Zulip

PolicyLayer is an MCP gateway — it sits between your AI agents and Zulip, and nothing reaches the server without passing your rules. These are the rules we recommend:

Deny destructive operations
{
  "remove_reaction": {
    "deny_if": [
      {
        "conditions": [],
        "on_deny": "Blocked by default. Requires approval."
      }
    ]
  }
}

Destructive tools should never be available to autonomous agents without human approval.

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

Prevents bulk unintended modifications from agents caught in loops.

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

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

  1. Create a free account and register Zulip — nothing to install.
  2. Add these rules — paste them, or build them visually. Tune the limits to your setup.
  3. Point your MCP client (Claude, Cursor, anything) at your gateway URL.
ENFORCE POLICY ON ZULIP →

Free to start. No card required.

All 27 Zulip tools

Related servers

Other MCP servers with similar tools — same risk classification, starter policies for each.

Questions about Zulip

Can an AI agent delete data through the Zulip MCP server? +

Yes. The Zulip server exposes 1 destructive tools including remove_reaction. These permanently remove resources with no undo. PolicyLayer blocks destructive tools by default so they never reach the upstream server.

How do I prevent bulk modifications through Zulip? +

The Zulip server has 9 write tools including reply, add_reaction, edit_message. 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 Zulip.

How many tools does the Zulip MCP server expose? +

27 tools across 4 categories: Destructive, Execute, Read, Write. 14 are read-only. 13 can modify, create, or delete data.

How do I enforce a policy on Zulip? +

Register the Zulip 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.

Enforce policy on every Zulip tool call.

Deterministic rules across all 27 Zulip tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

Free to start. No card required.

27 Zulip tools catalogued and risk-classified — across an index of 43,000+ MCP servers.

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