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Timeplus

Safety: 55/100

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The Timeplus MCP server enables LLMs to interact with Timeplus streaming analytics via SQL, offering tools for data exploration, querying, and Kafka integration.

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Overview

The Timeplus MCP server enables LLMs to interact with Timeplus streaming analytics via SQL, offering tools for data exploration, querying, and Kafka integration.

This server provides a balance between functionality and security. It is safe for read-only operations and data exploration. However, enabling write operations and Kafka integration requires careful configuration and security considerations to mitigate potential risks.

Performance depends on the Timeplus cluster's resources and the complexity of the SQL queries. Consider optimizing queries for better performance.

Cost depends on Timeplus usage, including data storage, query execution, and Kafka stream processing. Monitor resource consumption to manage costs effectively.

Python12 starsApache-2.0Released 4/7/2025CI/CD

Connections & Capabilities

Connects To

GitHubDockerAWSS3

Capabilities

ReadWriteExec

Client Compatibility

Claude Desktop

full

Cursor

untested

Windsurf

untested

VS Code (Copilot)

untested

Quickstart

Claude Desktop Config

{
  "mcpServers": {
    "mcp-timeplus": {
      "command": "uvx",
      "args": ["mcp-timeplus"],
      "env": {
        "TIMEPLUS_HOST": "<timeplus-host>",
        "TIMEPLUS_PORT": "<timeplus-port>",
        "TIMEPLUS_USER": "<timeplus-user>",
        "TIMEPLUS_PASSWORD": "<timeplus-password>",
        "TIMEPLUS_SECURE": "false",
        "TIMEPLUS_VERIFY": "true",
        "TIMEPLUS_CONNECT_TIMEOUT": "30",
        "TIMEPLUS_SEND_RECEIVE_TIMEOUT": "30",
        "TIMEPLUS_READ_ONLY": "false",
        "TIMEPLUS_KAFKA_CONFIG": "{\"bootstrap.servers\":\"a.aivencloud.com:28864\", \"sasl.mechanism\":\"SCRAM-SHA-256\",\"sasl.username\":\"avnadmin\", \"sasl.password\":\"thePassword\",\"security.protocol\":\"SASL_SSL\",\"enable.ssl.certificate.verification\":\"false\"}"
      }
    }
  }
}

Environment Variables

TIMEPLUS_HOSTTIMEPLUS_PORTTIMEPLUS_USERTIMEPLUS_PASSWORDTIMEPLUS_SECURETIMEPLUS_VERIFYTIMEPLUS_CONNECT_TIMEOUTTIMEPLUS_SEND_RECEIVE_TIMEOUTTIMEPLUS_READ_ONLYTIMEPLUS_KAFKA_CONFIG

Tools (7)

moderate

run_sql

Executes SQL queries on the Timeplus cluster.

Can modify data if TIMEPLUS_READ_ONLY is set to false.

safe

list_databases

Lists all databases on the Timeplus cluster.

Read-only operation with no side effects.

safe

list_tables

Lists all tables in a specified database.

Read-only operation with no side effects.

safe

list_kafka_topics

Lists all topics in a Kafka cluster.

Read-only operation with no side effects.

safe

explore_kafka_topic

Shows messages in a Kafka topic.

Read-only operation with no side effects.

moderate

create_kafka_stream

Sets up a streaming ETL in Timeplus to save Kafka messages locally.

Creates a new stream, which can consume resources.

moderate

connect_to_apache_iceberg

Connects to a database based on Apache Iceberg.

Connects to external data source, potential data access risk.

Security

Auth Method

Environment Variable

Known Risks

!SQL injection vulnerabilities if input sanitization is not implemented correctly.
!Exposure of sensitive data if Kafka topics are not properly secured.
!Unintended data modification or deletion if write operations are enabled without proper controls.
!Compromised Timeplus credentials leading to unauthorized access.

Safety Score

moderate risk

Positive

+Read-only mode is enabled by default for SQL queries.
+Clear separation of read and write operations.
+Environment variable configuration for sensitive information.
+Supports SSL certificate verification.

Risks

-Direct SQL execution poses a risk of injection if not carefully managed.
-Write operations can be enabled by changing the TIMEPLUS_READ_ONLY environment variable.
-Access to Kafka topics and creation of streams could lead to data exposure or manipulation.
-Improperly configured Kafka connections can lead to security vulnerabilities.

Use Cases

Data Exploration

-Listing available databases and tables.
-Exploring data within Kafka topics.
-Previewing data through SQL queries.

Data Integration

-Creating streaming ETL pipelines from Kafka to Timeplus.
-Connecting to Apache Iceberg data lakes.
-Building real-time data dashboards.

Real-time Analytics

-Executing SQL queries for real-time data analysis.
-Monitoring streaming data from Kafka.
-Analyzing data from connected Iceberg databases.

Who Is This For?

Best For

Data analysts exploring real-time data streams.
Engineers building real-time data pipelines.
Developers integrating Timeplus with LLM applications.
Teams monitoring Kafka topics and streaming data.

Not Ideal For

Environments requiring strict data governance and access controls without additional security measures.
Use cases involving highly sensitive data without proper encryption and access restrictions.
Automated systems that could unintentionally modify or delete data if write access is enabled.

Autonomy & Execution

Default ModeRead-only

Sandboxed

By default, the server operates in read-only mode, limiting the potential for unintended data modification. However, this can be changed via environment variables.

StatelessYes

Retry LogicNot documented

ConcurrencySingle-threaded

Production Tip

Ensure that the TIMEPLUS_READ_ONLY environment variable is set to 'true' in production unless write access is explicitly required.

FAQ

What is the default security posture of the Timeplus MCP server?

The server defaults to read-only mode to prevent accidental data modification.

How do I enable write operations?

Set the TIMEPLUS_READ_ONLY environment variable to 'false'.

What Kafka configuration options are supported?

The TIMEPLUS_KAFKA_CONFIG environment variable accepts a JSON string with librdkafka configuration options.

How do I secure the connection to Timeplus?

Set TIMEPLUS_SECURE to 'true' to enable HTTPS and ensure TIMEPLUS_VERIFY is 'true' to verify the SSL certificate.

What are the potential security risks?

SQL injection, unauthorized data access, and unintended data modification are potential risks.

Can I use this server with other MCP clients besides Claude Desktop?

Yes, it can be used with other MCP clients like 5ire.

How do I configure the connection to my Timeplus instance?

You need to set the environment variables TIMEPLUS_HOST, TIMEPLUS_PORT, TIMEPLUS_USER, and TIMEPLUS_PASSWORD.

Metrics

Discovered2/14/2026

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