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MCP server exposing the pywa WhatsApp Cloud API client as ~100 auto-discovered tools

Project description

๐Ÿ’ฌ pywa MCP Server

Python MCP pywa License: MIT Tests

Unofficial Model Context Protocol (MCP) server that exposes the pywa WhatsApp Cloud API client as MCP tools.

โš ๏ธ Disclaimer: Unofficial, third-party integration. Not affiliated with, endorsed by, or sponsored by WhatsApp, Meta, or the pywa project.

โœจ Features

  • ๐Ÿ”— Full pywa surface โ€” ~100 tools auto-discovered from the pywa WhatsApp client
  • ๐Ÿ›ก๏ธ Type coercion โ€” auto-parses JSON strings, hydrates dataclasses, coerces enums
  • ๐Ÿ“ฆ Smart serialization โ€” bytes โ†’ base64, datetime โ†’ ISO, Path โ†’ string, enum โ†’ value, dataclass โ†’ dict
  • ๐ŸŽ›๏ธ Allowlist control โ€” restrict exposed tools via PYWA_MCP_TOOLS env
  • โš™๏ธ Var-args support โ€” pywa methods with *args exposed via an _args field
  • ๐Ÿงช Unit-tested โ€” 37 tests covering serialization, coercion, schema, discovery
  • ๐Ÿ“– MCP compliant โ€” works with Claude Code, Claude Desktop, Cursor, Cline, etc.

๐Ÿš€ Quick Start

Prerequisites

  • Python 3.13+
  • uv
  • A Meta-approved WhatsApp Business phone number + access token
  • An MCP-compatible client

1. Get pywa credentials

From the Meta Business dashboard:

  • Phone Number ID โ€” Meta โ†’ WhatsApp โ†’ API Setup
  • Access token โ€” system-user token (permanent) or temporary
  • WABA ID โ€” required for templates / flows / QR codes
  • App ID / App secret โ€” required for update validation + callback registration

2. Register with Claude Code

Option A โ€” claude mcp add (recommended, zero-install)

Runs the server directly from git via uvx โ€” no clone required.

Basic syntax:

claude mcp add [options] <name> -- <command> [args...]

Real example:

claude mcp add --transport stdio --scope user \
  --env WHATSAPP_PHONE_ID=<phone-id> \
  --env WHATSAPP_TOKEN=<token> \
  --env WHATSAPP_WABA_ID=<waba-id> \
  --env WHATSAPP_APP_ID=<app-id> \
  --env WHATSAPP_APP_SECRET=<app-secret> \
  pywa \
  -- uvx --from git+https://github.com/ianaleck/pywa-mcp-server pywa-mcp-server

Scope (--scope / -s):

  • local (default) โ€” private to this project
  • user โ€” across all your projects
  • project โ€” committed via .mcp.json

Verify / inspect / remove:

claude mcp list
claude mcp get pywa
claude mcp remove pywa

Option B โ€” .mcp.json in the project

cp .mcp.json.example .mcp.json
# edit credentials; .mcp.json is gitignored

Option C โ€” Claude Desktop / Cursor / Cline / other clients

Any MCP client that supports stdio works. Add:

{
  "mcpServers": {
    "pywa": {
      "command": "uvx",
      "args": ["--from", "git+https://github.com/ianaleck/pywa-mcp-server", "pywa-mcp-server"],
      "env": {
        "WHATSAPP_PHONE_ID": "...",
        "WHATSAPP_TOKEN": "...",
        "WHATSAPP_WABA_ID": "...",
        "WHATSAPP_APP_ID": "...",
        "WHATSAPP_APP_SECRET": "..."
      }
    }
  }
}

Local development install

If you're modifying the server, clone and run from source:

git clone https://github.com/ianaleck/pywa-mcp-server.git
cd pywa-mcp-server
uv sync
# then point claude mcp add at:
#   uv --directory /absolute/path/to/pywa-mcp-server run pywa-mcp-server

๐ŸŽฏ What You Can Do

Once connected, you can ask Claude to:

๐Ÿ’ฌ Messaging

  • "Send a WhatsApp text to +27..., 'Order confirmed'"
  • "Send the totp template to +27... with code 483921"
  • "React to message wamid.xxx with ๐ŸŽ‰"

๐Ÿ“‹ Templates

  • "List all my approved templates"
  • "Create a UTILITY template called 'order_shipped' with one body variable"
  • "Show me the totp template details"

๐ŸŒŠ Flows

  • "List all published flows"
  • "Show metrics for the customer_pick flow over the last 30 days"
  • "Fetch the JSON for flow 903243286082414"

๐Ÿ–ผ๏ธ Media

  • "Upload this image URL and send it to +27..."
  • "Download media wamid.xxx to /tmp"

๐Ÿ”— QR Codes

  • "Create a QR code with the message 'Hi Orana!'"
  • "Update QR code XYZ123 with a new prefilled message"

๐Ÿฅ Health & Diagnostics

  • "Check my WABA health status"
  • "What's blocking my business-initiated sends?"

๐Ÿ› ๏ธ Tool Catalog

Auto-discovered from pywa.WhatsApp. Full pywa docs at pywa.readthedocs.io.

๐Ÿ’ฌ Send messages (16 tools)
  • send_text / send_message
  • send_image / send_video / send_audio / send_voice
  • send_document / send_sticker
  • send_location / send_contact
  • send_reaction / remove_reaction
  • send_template
  • send_catalog / send_product / send_products
  • request_location
๐Ÿ“‹ Templates (9 tools)
  • get_template / get_templates
  • create_template / update_template / delete_template
  • compare_templates (uses _args for second template ID)
  • unpause_template
  • upsert_authentication_template
  • migrate_templates
๐ŸŒŠ Flows (11 tools)
  • get_flow / get_flows / get_flow_assets / get_flow_metrics
  • create_flow / update_flow_json / update_flow_metadata
  • publish_flow / deprecate_flow / delete_flow
  • migrate_flows
๐Ÿ–ผ๏ธ Media (5 tools)
  • upload_media / download_media
  • get_media_url / get_media_bytes (returns base64-wrapped bytes)
  • delete_media
  • โš ๏ธ stream_media returns a Python generator โ€” unusable via MCP. Use get_media_bytes or download_media instead.
๐Ÿ”— QR Codes (5 tools)
  • create_qr_code
  • get_qr_code / get_qr_codes
  • update_qr_code
  • delete_qr_code
๐Ÿข Business profile & account (5 tools)
  • get_business_profile / update_business_profile
  • get_business_account
  • get_commerce_settings / update_commerce_settings
๐Ÿ“ž Phone numbers (7 tools)
  • get_business_phone_number / get_business_phone_numbers
  • get_business_phone_number_settings / update_business_phone_number_settings
  • update_display_name
  • register_phone_number / deregister_phone_number
โ˜Ž๏ธ Calling API (6 tools)

Requires SIP configuration; may be blocked if not enabled.

  • initiate_call / terminate_call
  • pre_accept_call / accept_call / reject_call
  • get_call_permissions
๐Ÿช Webhook configuration (6 tools)

Note: this server doesn't run a webhook receiver โ€” registration only.

  • set_app_callback_url
  • override_phone_callback_url / override_waba_callback_url
  • delete_phone_callback_url / delete_waba_callback_url
  • set_business_public_key
๐Ÿšซ Block users (3 tools)
  • block_users / unblock_users
  • get_blocked_users
๐Ÿ’ฌ Conversation utilities (3 tools)
  • mark_message_as_read
  • indicate_typing
  • update_conversational_automation
๐Ÿ”ง Misc (1 tool)
  • get_app_access_token

โš™๏ธ Environment Variables

Variable Required Notes
WHATSAPP_PHONE_ID / WA_PHONE_ID โœ… Phone Number ID
WHATSAPP_TOKEN / WA_TOKEN โœ… System-user or business access token
WHATSAPP_WABA_ID / WA_BUSINESS_ACCOUNT_ID โš ๏ธ WABA-scoped methods (templates, flows, QR codes)
WHATSAPP_APP_ID / WA_APP_ID โš ๏ธ Callback registration with APP scope
WHATSAPP_APP_SECRET / WA_APP_SECRET โš ๏ธ Update validation + APP-scoped callbacks
PYWA_MCP_TOOLS โŒ Comma-separated allowlist. Unset = all minus DEFAULT_SKIP.

๐ŸŽ›๏ธ Tool Filtering

Default: every public pywa method except listen (which blocks indefinitely).

Allowlist: set PYWA_MCP_TOOLS=send_text,get_templates,send_template to expose only those.

โš ๏ธ Caveats

  • No inbound webhook. This server only sends/admin. listen, on_*, webhook_* register handlers / wait for inbound updates, but no FastAPI/Flask is run. For inbound support, run pywa's webhook in a separate process.
  • stream_media returns a Python generator โ€” unusable via MCP JSON transport. Use get_media_bytes (base64) or download_media (writes to disk, returns path).
  • 24-hour window. Free-form sends to a user require they messaged you in the last 24h. Otherwise use an approved template.
  • WABA health. Check get_business_account / get_business_phone_number โ€” payment, calling SIP, and other issues cause silent send failures (can_send_message=BLOCKED).
  • Schema drops type info for unions. MCP transport may stringify complex args; this server compensates by JSON-parsing strings when target type expects list/dict/dataclass.

๐Ÿ”„ Response Serialization

Input Output
bytes {"_bytes_b64": "...", "size": N}
pathlib.Path string
datetime / date / time ISO 8601
timedelta seconds (float)
enum.Enum .value
dataclass recursive dict
pydantic BaseModel model_dump(mode="json")
other JSON if serializable, else repr()

๐Ÿงช Development

git clone https://github.com/ianaleck/pywa-mcp-server.git
cd pywa-mcp-server
uv sync

# Run tests
uv run pytest tests/

# With coverage
uv run pytest tests/ --cov=main --cov-report=term-missing

37 unit tests, ~70% coverage. Remainder is async server boot (not unit-testable).

๐Ÿ“‹ API Requirements

This server requires a WhatsApp Cloud API account. You must comply with:

๐Ÿค Contributing

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Make your changes with tests
  4. Ensure all tests pass (uv run pytest tests/)
  5. Commit your changes
  6. Open a Pull Request

๐Ÿ“„ License

MIT โ€” see LICENSE.

๐Ÿ™ Acknowledgments

๐Ÿ“ž Support


Made with โค๏ธ for the MCP community

โญ Star this project if you find it useful!

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