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MCP server · Communication

ZulipChat MCP Server

ZulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics

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Scored 6 months ago · breakdown

About ZulipChat MCP Server

ZulipChat MCP Server is an MCP server in the Communication category: zulipChat MCP: Connect AI to Zulip with 60+ tools for messaging, streams, events, and analytics.

Install

uvx
uvx zulipchat-mcp
pip
pip install zulipchat-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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README

ZulipChat MCP Server

PyPI CI Publish Coverage Downloads GitHub stars Python License MCP

Quick Start · Setup Wizard · Integrations · Two-Tier Tools · Contributing


Quick Start

uvx zulipchat-mcp --zulip-config-file ~/.zuliprc

That's it. Your AI assistant can now read and write Zulip messages.

Need a zuliprc? Zulip Settings > Personal > Account & privacy > API key — download the file, save it as ~/.zuliprc.

Interactive onboarding:

uvx zulipchat-mcp-setup

What This Does

ZulipChat MCP bridges any MCP-compatible AI assistant (Claude Code, Gemini CLI, Cursor, Windsurf, etc.) to your Zulip workspace. The assistant can:

  • Send and read messages — stream messages, DMs, replies, reactions
  • Search conversation history — full-text search with filters for sender, stream, time range
  • Resolve people by name — "message Jaime" just works, no hunting for formal emails
  • Switch identities — post as yourself or as a bot, in the same session
  • Monitor activity — search recent messages, get stream info, check who's online

Two-Tier Tool Architecture

v0.6.0 introduced a deliberate split: 19 core tools by default, ~55 tools when you need more.

Core Mode (default)

The 19 tools that cover 95% of daily use:

Category Tools
Messaging send_message, edit_message, get_message, add_reaction
Search search_messages, get_streams, get_stream_info, get_stream_topics
Users resolve_user, get_users, get_own_user
Agent Comms teleport_chat, register_agent, agent_message, request_user_input, wait_for_response
System switch_identity, server_info, manage_message_flags

Why 19 instead of 55+? Fewer tools means faster tool selection, lower token overhead, and less confusion for the AI. Most tasks — sending messages, searching, reacting — only need the core set.

Extended Mode

Need scheduled messages, event queues, file uploads, analytics, or advanced search?

uvx zulipchat-mcp --zulip-config-file ~/.zuliprc --extended-tools

Or via environment variable:

ZULIPCHAT_EXTENDED_TOOLS=1 uvx zulipchat-mcp --zulip-config-file ~/.zuliprc

Extended mode adds: toggle_reaction, cross_post_message, advanced_search, construct_narrow, get_scheduled_messages, manage_scheduled_message, register_events, get_events, listen_events, upload_file, manage_files, get_daily_summary, manage_user_mute, get_user, get_presence, get_user_groups, and more.

Installation

Full per-client setup guide: docs/integrations/README.md

Claude Code

claude mcp add zulipchat -- uvx zulipchat-mcp --zulip-config-file ~/.zuliprc

With dual identity (you + a bot):

claude mcp add zulipchat -- uvx zulipchat-mcp \
  --zulip-config-file ~/.zuliprc \
  --zulip-bot-config-file ~/.zuliprc-bot

Gemini CLI

Add to ~/.gemini/settings.json under mcpServers:

{
  "zulipchat": {
    "command": "uvx",
    "args": ["zulipchat-mcp", "--zulip-config-file", "/path/to/.zuliprc"]
  }
}

Claude Desktop / Cursor / Any MCP Client

Add to your MCP configuration:

{
  "mcpServers": {
    "zulipchat": {
      "command": "uvx",
      "args": ["zulipchat-mcp", "--zulip-config-file", "/path/to/.zuliprc"]
    }
  }
}

Configuration Options

Option Description
--zulip-config-file PATH Path to your zuliprc file
--zulip-bot-config-file PATH Bot zuliprc for dual identity
--extended-tools Register all ~55 tools instead of 19
--unsafe Enable administrative tools (use with caution)
--debug Enable debug logging

More clients

Dedicated setup pages:

Dual Identity

Configure both a user and a bot zuliprc to let your assistant switch between identities mid-session:

uvx zulipchat-mcp \
  --zulip-config-file ~/.zuliprc \
  --zulip-bot-config-file ~/.zuliprc-bot

The assistant posts as you by default. Call switch_identity to post as the bot — useful for automated notifications, agent-to-agent communication, or keeping human vs. bot messages distinct.

Real-World Examples

"Catch me up on what happened in #engineering today" → Assistant calls search_messages with stream + time filter, summarizes the thread.

"Tell the team we're deploying at 3pm" → Assistant calls send_message to #engineering with the announcement.

"Who sent that message about the API migration?" → Assistant calls search_messages with keywords, returns sender and context.

"React with :thumbs_up: to Sarah's last message" → Assistant calls resolve_user ("Sarah"), search_messages (sender), then add_reaction.

"DM Jaime that the PR is ready" → Assistant calls teleport_chat with fuzzy name resolution — no email needed.

Development

git clone https://github.com/akougkas/zulipchat-mcp.git
cd zulipchat-mcp
uv sync
uv run zulipchat-mcp --zulip-config-file ~/.zuliprc

Run checks:

uv run pytest -q              # 566 tests, 60% coverage gate
uv run ruff check .           # Linting
uv run mypy src               # Type checking

See CONTRIBUTING.md for the full guide, and CLAUDE.md / AGENTS.md for AI agent instructions.

Architecture

src/zulipchat_mcp/
├── core/           # Client wrapper, identity, caching, security
├── tools/          # MCP tool implementations (two-tier registration)
├── services/       # Background listener, AFK watcher
├── utils/          # Logging, DuckDB persistence, metrics
└── config.py       # config loading (zuliprc + environment fallback)

Built on FastMCP with async-first design, DuckDB for agent state persistence, and smart user/stream caching for fast fuzzy resolution.

Privacy

  • No data collection — nothing leaves your machine except Zulip API calls
  • No telemetry — zero analytics, tracking, or usage reporting
  • Local execution — all processing happens on your hardware
  • Credentials stay local — API keys are never logged or transmitted beyond your Zulip server

Full policy: PRIVACY.md

License

MIT — See LICENSE

Links


README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About ZulipChat MCP Server

How do I install ZulipChat MCP Server?

Run uvx zulipchat-mcp, then add the server to your MCP client's configuration.

Is ZulipChat MCP Server safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is ZulipChat MCP Server still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.