zulipchat-mcp
Health Pass
- License — License: MIT
- Description — Repository has a description
- Active repo — Last push 0 days ago
- Community trust — 12 GitHub stars
Code Pass
- Code scan — Scanned 12 files during light audit, no dangerous patterns found
Permissions Pass
- Permissions — No dangerous permissions requested
This MCP server acts as a bridge between AI assistants and Zulip workspaces. It allows AI agents to read, send, and search messages, as well as manage various chat functions directly through the Model Context Protocol.
Security Assessment
The tool inherently accesses sensitive data because it reads and writes messages in your private or organizational chat. It authenticates using a local `~/.zuliprc` configuration file, meaning it will make external network requests to the Zulip API to function. However, the automated code scan found no hardcoded secrets, no dangerous permission requests, and no malicious code execution patterns. Overall risk: Medium (solely due to the necessary chat data exposure and API write capabilities).
Quality Assessment
The project appears to be in excellent health. It is licensed under the permissive and standard MIT license. The repository is very actively maintained, with the most recent code push occurring today. It features comprehensive documentation, automated CI/CD pipelines, and test coverage. While it currently has a relatively small community footprint with 12 GitHub stars, the overall engineering quality and maintenance rhythm are highly professional.
Verdict
Safe to use, provided you understand the AI will have read/write access to the connected Zulip account.
ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip Chat. Built with FastMCP for lightning-fast performance, featuring comprehensive chat management and intelligent summarization. Transform your Zulip workspace into an AI-powered collaboration hub!
ZulipChat MCP Server
Model Context Protocol server for Zulip Chat. Connect Claude Code, Gemini CLI, Codex, Cursor, Windsurf, VS Code Copilot, and other MCP clients to Zulip.
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 --from zulipchat-mcp 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
- Bind sessions to Zulip topics — give long-running agent sessions a stable control topic
- Request approvals in-topic — owner replies with
approve/denyin the session topic
Two-Tier Tool Architecture
v0.6.0 introduced a deliberate split: 20 core tools by default, 56 tools when you need more.
Core Mode (default)
The 20 tools that cover most 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, ensure_agent_session, agent_message, request_user_input, wait_for_response |
| System | switch_identity, server_info, manage_message_flags |
Why 20 instead of 56? Fewer tools means faster tool selection, lower token overhead, and less confusion for the AI. Most tasks — sending messages, searching, reacting, and binding an agent session to Zulip — 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
Optional Claude hook bridge for lifecycle and approval routing:
uvx zulipchat-mcp-hook \
--zulip-config-file ~/.zuliprc \
--zulip-bot-config-file ~/.zuliprc-bot
Optional Claude package export for project-local hooks, skills, and subagents:
uvx zulipchat-mcp-integrate export \
--client claude-code \
--mode standalone \
--output-dir . \
--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 and session event routing
├── 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
- Documentation Index
- Support
- Security Policy
- Zulip API Documentation
- Model Context Protocol
- Report Issues
- Discussions
Reviews (0)
Sign in to leave a review.
Leave a reviewNo results found