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| 1 | +#!/usr/bin/env python3 |
| 2 | +# |
| 3 | +# Licensed to the Apache Software Foundation (ASF) under one |
| 4 | +# or more contributor license agreements. See the NOTICE file |
| 5 | +# distributed with this work for additional information |
| 6 | +# regarding copyright ownership. The ASF licenses this file |
| 7 | +# to you under the Apache License, Version 2.0 (the |
| 8 | +# "License"); you may not use this file except in compliance |
| 9 | +# with the License. You may obtain a copy of the License at |
| 10 | +# |
| 11 | +# http://www.apache.org/licenses/LICENSE-2.0 |
| 12 | +# |
| 13 | +# Unless required by applicable law or agreed to in writing, |
| 14 | +# software distributed under the License is distributed on an |
| 15 | +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| 16 | +# KIND, either express or implied. See the License for the |
| 17 | +# specific language governing permissions and limitations |
| 18 | +# under the License. |
| 19 | +# |
| 20 | + |
| 21 | +""" |
| 22 | +MCP (Model Context Protocol) server for Apache Pulsar. |
| 23 | +
|
| 24 | +Exposes three tools that allow AI agents (Cursor, Claude Desktop, etc.) |
| 25 | +to produce, consume, and inspect Pulsar topics via natural language. |
| 26 | +
|
| 27 | +Prerequisites: |
| 28 | + pip install "mcp[cli]" pulsar-client |
| 29 | +
|
| 30 | +Usage: |
| 31 | + PULSAR_BROKER_URL=pulsar://localhost:6650 python3 examples/mcp_server.py |
| 32 | +
|
| 33 | +Configure in Cursor (~/.cursor/mcp.json) or Claude Desktop: |
| 34 | + { |
| 35 | + "mcpServers": { |
| 36 | + "pulsar": { |
| 37 | + "command": "python3", |
| 38 | + "args": ["examples/mcp_server.py"], |
| 39 | + "env": { |
| 40 | + "PULSAR_BROKER_URL": "pulsar://localhost:6650", |
| 41 | + "PULSAR_TOKEN": "" |
| 42 | + } |
| 43 | + } |
| 44 | + } |
| 45 | + } |
| 46 | +""" |
| 47 | + |
| 48 | +import logging |
| 49 | +import os |
| 50 | +import sys |
| 51 | +from datetime import timedelta |
| 52 | +from typing import Optional |
| 53 | + |
| 54 | +import pulsar |
| 55 | +from mcp.server.fastmcp import FastMCP |
| 56 | + |
| 57 | +mcp = FastMCP("pulsar") |
| 58 | + |
| 59 | +_broker_url = os.getenv("PULSAR_BROKER_URL", "pulsar://localhost:6650") |
| 60 | +_token = os.getenv("PULSAR_TOKEN", "") |
| 61 | + |
| 62 | +# The C++ client logs to stdout by default, which would corrupt the |
| 63 | +# MCP stdio JSON-RPC stream. Route logs to stderr instead. |
| 64 | +_pulsar_logger = logging.getLogger("pulsar") |
| 65 | +_pulsar_logger.setLevel(logging.INFO) |
| 66 | +if not _pulsar_logger.handlers: |
| 67 | + _handler = logging.StreamHandler(sys.stderr) |
| 68 | + _handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s")) |
| 69 | + _pulsar_logger.addHandler(_handler) |
| 70 | + |
| 71 | + |
| 72 | +def _make_client() -> pulsar.Client: |
| 73 | + if _token: |
| 74 | + return pulsar.Client( |
| 75 | + _broker_url, |
| 76 | + authentication=pulsar.AuthenticationToken(_token), |
| 77 | + logger=_pulsar_logger, |
| 78 | + ) |
| 79 | + return pulsar.Client(_broker_url, logger=_pulsar_logger) |
| 80 | + |
| 81 | + |
| 82 | +@mcp.tool() |
| 83 | +def pulsar_publish( |
| 84 | + topic: str, |
| 85 | + payload: str, |
| 86 | + properties: Optional[dict] = None, |
| 87 | + partition_key: Optional[str] = None, |
| 88 | + delay_seconds: Optional[int] = None, |
| 89 | +) -> dict: |
| 90 | + """ |
| 91 | + Publish a message to a Pulsar topic. |
| 92 | +
|
| 93 | + Args: |
| 94 | + topic: Full topic name, e.g. persistent://public/default/my-topic |
| 95 | + payload: Message body as a string |
| 96 | + properties: Optional key-value string properties |
| 97 | + partition_key: Optional routing key for partitioned topics |
| 98 | + delay_seconds: Deliver the message after this many seconds |
| 99 | + """ |
| 100 | + client = _make_client() |
| 101 | + try: |
| 102 | + producer = client.create_producer(topic) |
| 103 | + msg_id = producer.send( |
| 104 | + payload.encode("utf-8"), |
| 105 | + properties=properties or {}, |
| 106 | + partition_key=partition_key, |
| 107 | + deliver_after=( |
| 108 | + timedelta(seconds=delay_seconds) |
| 109 | + if delay_seconds and delay_seconds > 0 |
| 110 | + else None |
| 111 | + ), |
| 112 | + ) |
| 113 | + producer.close() |
| 114 | + return {"message_id": str(msg_id)} |
| 115 | + finally: |
| 116 | + client.close() |
| 117 | + |
| 118 | + |
| 119 | +@mcp.tool() |
| 120 | +def pulsar_consume( |
| 121 | + topic: str, |
| 122 | + subscription: str, |
| 123 | + subscription_type: str = "Shared", |
| 124 | + initial_position: str = "earliest", |
| 125 | + max_messages: int = 10, |
| 126 | + timeout_ms: int = 3000, |
| 127 | +) -> dict: |
| 128 | + """ |
| 129 | + Consume messages from a Pulsar topic, auto-acknowledging each one. |
| 130 | +
|
| 131 | + Args: |
| 132 | + topic: Full topic name, e.g. persistent://public/default/my-topic |
| 133 | + subscription: Subscription name |
| 134 | + subscription_type: Exclusive | Shared | Failover | Key_Shared |
| 135 | + initial_position: Where a NEW subscription starts: "earliest" or "latest" |
| 136 | + (ignored if the subscription already exists) |
| 137 | + max_messages: Maximum number of messages to return (default 10) |
| 138 | + timeout_ms: Milliseconds to wait for each message (default 3000) |
| 139 | + """ |
| 140 | + sub_type_map = { |
| 141 | + "Exclusive": pulsar.ConsumerType.Exclusive, |
| 142 | + "Shared": pulsar.ConsumerType.Shared, |
| 143 | + "Failover": pulsar.ConsumerType.Failover, |
| 144 | + "Key_Shared": pulsar.ConsumerType.KeyShared, |
| 145 | + } |
| 146 | + consumer_type = sub_type_map.get(subscription_type, pulsar.ConsumerType.Shared) |
| 147 | + init_pos = ( |
| 148 | + pulsar.InitialPosition.Earliest |
| 149 | + if initial_position == "earliest" |
| 150 | + else pulsar.InitialPosition.Latest |
| 151 | + ) |
| 152 | + |
| 153 | + client = _make_client() |
| 154 | + try: |
| 155 | + consumer = client.subscribe( |
| 156 | + topic, |
| 157 | + subscription, |
| 158 | + consumer_type=consumer_type, |
| 159 | + initial_position=init_pos, |
| 160 | + ) |
| 161 | + messages = [] |
| 162 | + for _ in range(max_messages): |
| 163 | + try: |
| 164 | + msg = consumer.receive(timeout_millis=timeout_ms) |
| 165 | + messages.append( |
| 166 | + { |
| 167 | + "message_id": str(msg.message_id()), |
| 168 | + "topic": msg.topic_name(), |
| 169 | + "publish_timestamp": msg.publish_timestamp(), |
| 170 | + "properties": msg.properties(), |
| 171 | + "payload": msg.data().decode("utf-8", errors="replace"), |
| 172 | + } |
| 173 | + ) |
| 174 | + consumer.acknowledge(msg) |
| 175 | + except Exception: |
| 176 | + break |
| 177 | + consumer.close() |
| 178 | + return {"messages": messages, "count": len(messages)} |
| 179 | + finally: |
| 180 | + client.close() |
| 181 | + |
| 182 | + |
| 183 | +@mcp.tool() |
| 184 | +def pulsar_peek( |
| 185 | + topic: str, |
| 186 | + start_from: str = "earliest", |
| 187 | + max_messages: int = 10, |
| 188 | + timeout_ms: int = 2000, |
| 189 | +) -> dict: |
| 190 | + """ |
| 191 | + Read messages from a topic using a Reader (no subscription, no ack). |
| 192 | + Useful for inspecting topic contents without affecting consumer state. |
| 193 | +
|
| 194 | + Args: |
| 195 | + topic: Full topic name, e.g. persistent://public/default/my-topic |
| 196 | + start_from: "earliest" or "latest" (default "earliest") |
| 197 | + max_messages: Maximum messages to return (default 10) |
| 198 | + timeout_ms: Milliseconds to wait for each message (default 2000) |
| 199 | + """ |
| 200 | + start_id = ( |
| 201 | + pulsar.MessageId.earliest |
| 202 | + if start_from == "earliest" |
| 203 | + else pulsar.MessageId.latest |
| 204 | + ) |
| 205 | + |
| 206 | + client = _make_client() |
| 207 | + try: |
| 208 | + reader = client.create_reader(topic, start_id) |
| 209 | + messages = [] |
| 210 | + for _ in range(max_messages): |
| 211 | + if not reader.has_message_available(): |
| 212 | + break |
| 213 | + try: |
| 214 | + msg = reader.read_next(timeout_millis=timeout_ms) |
| 215 | + messages.append( |
| 216 | + { |
| 217 | + "message_id": str(msg.message_id()), |
| 218 | + "topic": msg.topic_name(), |
| 219 | + "publish_timestamp": msg.publish_timestamp(), |
| 220 | + "properties": msg.properties(), |
| 221 | + "payload": msg.data().decode("utf-8", errors="replace"), |
| 222 | + } |
| 223 | + ) |
| 224 | + except Exception: |
| 225 | + break |
| 226 | + reader.close() |
| 227 | + return {"messages": messages, "count": len(messages)} |
| 228 | + finally: |
| 229 | + client.close() |
| 230 | + |
| 231 | + |
| 232 | +if __name__ == "__main__": |
| 233 | + mcp.run() |
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