ClickHouse

# ClickHouse MCP Server [](https://pypi.org/project/mcp-clickhouse) An MCP server for ClickHouse. <a href="https://glama.ai/mcp/servers/yvjy4csvo1"><img width="380" height="200" src="https://glama.ai/mcp/servers/yvjy4csvo1/badge" alt="mcp-clickhouse MCP server" /></a> ## Features ### ClickHouse Tools * `run_select_query` * Execute SQL queries on your ClickHouse cluster. * Input: `sql` (string): The SQL query to execute. * All ClickHouse queries are run with `readonly = 1` to ensure they are safe. * `list_databases` * List all databases on your ClickHouse cluster. * `list_tables` * List tables in a database with pagination. * Required input: `database` (string). * Optional inputs: * `like` / `not_like` (string): Apply `LIKE` or `NOT LIKE` filters to table names. * `page_token` (string): Token returned by a previous call for fetching the next page. * `page_size` (int, default `50`): Number of tables returned per page. * `include_detailed_columns` (bool, default `true`): When `false`, omits column metadata for lighter responses while keeping the full `create_table_query`. * Response shape: * `tables`: Array of table objects for the current page. * `next_page_token`: Pass this value back to fetch the next page, or `null` when there are no more tables. * `total_tables`: Total count of tables that match the supplied filters. ### chDB Tools * `run_chdb_select_query` * Execute SQL queries using [chDB](https://github.com/chdb-io/chdb)'s embedded ClickHouse engine. * Input: `sql` (string): The SQL query to execute. * Query data directly from various sources (files, URLs, databases) without ETL processes. ### Health Check Endpoint When running with HTTP or SSE transport, a health check endpoint is available at `/health`. This endpoint: - Returns `200 OK` with the ClickHouse version if the server is healthy and can connect to ClickHouse - Returns `503 Service Unavailable` if the server cannot connect to ClickHouse Example: ```bash curl http://localhost:8000/health # Response: OK - Connected to ClickHouse 24.3.1 ``` ## Configuration This MCP server supports both ClickHouse and chDB. You can enable either or both depending on your needs. 1. Open the Claude Desktop configuration file located at: * On macOS: `~/Library/Application Support/Claude/claude_desktop_config.json` * On Windows: `%APPDATA%/Claude/claude_desktop_config.json` 2. Add the following: ```json { "mcpServers": { "mcp-clickhouse": { "command": "uv", "args": [ "run", "--with", "mcp-clickhouse", "--python", "3.10", "mcp-clickhouse" ], "env": { "CLICKHOUSE_HOST": "<clickhouse-host>", "CLICKHOUSE_PORT": "<clickhouse-port>", "CLICKHOUSE_USER": "<clickhouse-user>", "CLICKHOUSE_PASSWORD": "<clickhouse-password>", "CLICKHOUSE_ROLE": "<clickhouse-role>", "CLICKHOUSE_SECURE": "true", "CLICKHOUSE_VERIFY": "true", "CLICKHOUSE_CONNECT_TIMEOUT": "30", "CLICKHOUSE_SEND_RECEIVE_TIMEOUT": "30" } } } } ``` Update the environment variables to point to your own ClickHouse service. Or, if you'd like to try it out with the [ClickHouse SQL Playground](https://sql.clickhouse.com/), you can use the following config: ```json { "mcpServers": { "mcp-clickhouse": { "command": "uv", "args": [ "run", "--with", "mcp-clickhouse", "--python", "3.10", "mcp-clickhouse" ], "env": { "CLICKHOUSE_HOST": "sql-clickhouse.clickhouse.com", "CLICKHOUSE_PORT": "8443", "CLICKHOUSE_USER": "demo", "CLICKHOUSE_PASSWORD": "", "CLICKHOUSE_SECURE": "true", "CLICKHOUSE_VERIFY": "true", "CLICKHOUSE_CONNECT_TIMEOUT": "30", "CLICKHOUSE_SEND_RECEIVE_TIMEOUT": "30" } } } } ``` For chDB (embedded ClickHouse engine), add the following configuration: ```json { "mcpServers": { "mcp-clickhouse": { "command": "uv", "args": [ "run", "--with", "mcp-clickhouse", "--python", "3.10", "mcp-clickhouse" ], "env": { "CHDB_ENABLED": "true", "CLICKHOUSE_ENABLED": "false", "CHDB_DATA_PATH": "/path/to/chdb/data" } } } } ``` You can also enable both ClickHouse and chDB simultaneously: ```json { "mcpServers": { "mcp-clickhouse": { "command": "uv", "args": [ "run", "--with", "mcp-clickhouse", "--python", "3.10", "mcp-clickhouse" ], "env": { "CLICKHOUSE_HOST": "<clickhouse-host>", "CLICKHOUSE_PORT": "<clickhouse-port>", "CLICKHOUSE_USER": "<clickhouse-user>", "CLICKHOUSE_PASSWORD": "<clickhouse-password>", "CLICKHOUSE_SECURE": "true", "CLICKHOUSE_VERIFY": "true", "CLICKHOUSE_CONNECT_TIMEOUT": "30", "CLICKHOUSE_SEND_RECEIVE_TIMEOUT": "30", "CHDB_ENABLED": "true", "CHDB_DATA_PATH": "/path/to/chdb/data" } } } } ``` 3. Locate the command entry for `uv` and replace it with the absolute path to the `uv` executable. This ensures that the correct version of `uv` is used when starting the server. On a mac, you can find this path using `which uv`. 4. Restart Claude Desktop to apply the changes. ### Running Without uv (Using System Python) If you prefer to use the system Python installation instead of uv, you can install the package from PyPI and run it directly: 1. Install the package using pip: ```bash python3 -m pip install mcp-clickhouse ``` To upgrade to the latest version: ```bash python3 -m pip install --upgrade mcp-clickhouse ``` 2. Update your Claude Desktop configuration to use Python directly: ```json { "mcpServers": { "mcp-clickhouse": { "command": "python3", "args": [ "-m", "mcp_clickhouse.main" ], "env": { "CLICKHOUSE_HOST": "<clickhouse-host>", "CLICKHOUSE_PORT": "<clickhouse-port>", "CLICKHOUSE_USER": "<clickhouse-user>", "CLICKHOUSE_PASSWORD": "<clickhouse-password>", "CLICKHOUSE_SECURE": "true", "CLICKHOUSE_VERIFY": "true", "CLICKHOUSE_CONNECT_TIMEOUT": "30", "CLICKHOUSE_SEND_RECEIVE_TIMEOUT": "30" } } } } ``` Alternatively, you can use the installed script directly: ```json { "mcpServers": { "mcp-clickhouse": { "command": "mcp-clickhouse", "env": { "CLICKHOUSE_HOST": "<clickhouse-host>", "CLICKHOUSE_PORT": "<clickhouse-port>", "CLICKHOUSE_USER": "<clickhouse-user>", "CLICKHOUSE_PASSWORD": "<clickhouse-password>", "CLICKHOUSE_SECURE": "true", "CLICKHOUSE_VERIFY": "true", "CLICKHOUSE_CONNECT_TIMEOUT": "30", "CLICKHOUSE_SEND_RECEIVE_TIMEOUT": "30" } } } } ``` Note: Make sure to use the full path to the Python executable or the `mcp-clickhouse` script if they are not in your system PATH. You can find the paths using: - `which python3` for the Python executable - `which mcp-clickhouse` for the installed script ## Development 1. In `test-services` directory run `docker compose up -d` to start the ClickHouse cluster. 2. Add the following variables to a `.env` file in the root of the repository. *Note: The use of the `default` user in this context is intended solely for local development purposes.* ```bash CLICKHOUSE_HOST=localhost CLICKHOUSE_PORT=8123 CLICKHOUSE_USER=default CLICKHOUSE_PASSWORD=clickhouse ``` 3. Run `uv sync` to install the dependencies. To install `uv` follow the instructions [here](https://docs.astral.sh/uv/). Then do `source .venv/bin/activate`. 4. For easy testing with the MCP Inspector, run `fastmcp dev mcp_clickhouse/mcp_server.py` to start the MCP server. 5. To test with HTTP transport and the health check endpoint: ```bash # Using default port 8000 CLICKHOUSE_MCP_SERVER_TRANSPORT=http python -m mcp_clickhouse.main # Or with a custom port CLICKHOUSE_MCP_SERVER_TRANSPORT=http CLICKHOUSE_MCP_BIND_PORT=4200 python -m mcp_clickhouse.main # Then in another terminal: curl http://localhost:8000/health # or http://localhost:4200/health for custom port ``` ### Environment Variables The following environment variables are used to configure the ClickHouse and chDB connections: #### ClickHouse Variables ##### Required Variables * `CLICKHOUSE_HOST`: The hostname of your ClickHouse server * `CLICKHOUSE_USER`: The username for authentication * `CLICKHOUSE_PASSWORD`: The password for authentication > [!CAUTION] > It is important to treat your MCP database user as you would any external client connecting to your database, granting only the minimum necessary privileges required for its operation. The use of default or administrative users should be strictly avoided at all times. ##### Optional Variables * `CLICKHOUSE_PORT`: The port number of your ClickHouse server * Default: `8443` if HTTPS is enabled, `8123` if disabled * Usually doesn't need to be set unless using a non-standard port * `CLICKHOUSE_ROLE`: The role to use for authentication * Default: None * Set this if your user requires a specific role * `CLICKHOUSE_SECURE`: Enable/disable HTTPS connection * Default: `"true"` * Set to `"false"` for non-secure connections * `CLICKHOUSE_VERIFY`: Enable/disable SSL certificate verification * Default: `"true"` * Set to `"false"` to disable certificate verification (not recommended for production) * TLS certificates: The package uses your operating system trust store for TLS certificate verification via `truststore`. We call `truststore.inject_into_ssl()` at startup to ensure proper certificate handling. Python’s default SSL behavior is used as a fallback only if an unexpected error occurs. * `CLICKHOUSE_CONNECT_TIMEOUT`: Connection timeout in seconds * Default: `"30"` * Increase this value if you experience connection timeouts * `CLICKHOUSE_SEND_RECEIVE_TIMEOUT`: Send/receive timeout in seconds * Default: `"300"` * Increase this value for long-running queries * `CLICKHOUSE_DATABASE`: Default database to use * Default: None (uses server default) * Set this to automatically connect to a specific database * `CLICKHOUSE_MCP_SERVER_TRANSPORT`: Sets the transport method for the MCP server. * Default: `"stdio"` * Valid options: `"stdio"`, `"http"`, `"sse"`. This is useful for local development with tools like MCP Inspector. * `CLICKHOUSE_MCP_BIND_HOST`: Host to bind the MCP server to when using HTTP or SSE transport * Default: `"127.0.0.1"` * Set to `"0.0.0.0"` to bind to all network interfaces (useful for Docker or remote access) * Only used when transport is `"http"` or `"sse"` * `CLICKHOUSE_MCP_BIND_PORT`: Port to bind the MCP server to when using HTTP or SSE transport * Default: `"8000"` * Only used when transport is `"http"` or `"sse"` * `CLICKHOUSE_MCP_QUERY_TIMEOUT`: Timeout in seconds for SELECT tools * Default: `"30"` * Increase this if you see `Query timed out after ...` errors for heavy queries * `CLICKHOUSE_ENABLED`: Enable/disable ClickHouse functionality * Default: `"true"` * Set to `"false"` to disable ClickHouse tools when using chDB only #### chDB Variables * `CHDB_ENABLED`: Enable/disable chDB functionality * Default: `"false"` * Set to `"true"` to enable chDB tools * `CHDB_DATA_PATH`: The path to the chDB data directory * Default: `":memory:"` (in-memory database) * Use `:memory:` for in-memory database * Use a file path for persistent storage (e.g., `/path/to/chdb/data`) #### Example Configurations For local development with Docker: ```env # Required variables CLICKHOUSE_HOST=localhost CLICKHOUSE_USER=default CLICKHOUSE_PASSWORD=clickhouse # Optional: Override defaults for local development CLICKHOUSE_SECURE=false # Uses port 8123 automatically CLICKHOUSE_VERIFY=false ``` For ClickHouse Cloud: ```env # Required variables CLICKHOUSE_HOST=your-instance.clickhouse.cloud CLICKHOUSE_USER=default CLICKHOUSE_PASSWORD=your-password # Optional: These use secure defaults # CLICKHOUSE_SECURE=true # Uses port 8443 automatically # CLICKHOUSE_DATABASE=your_database ``` For ClickHouse SQL Playground: ```env CLICKHOUSE_HOST=sql-clickhouse.clickhouse.com CLICKHOUSE_USER=demo CLICKHOUSE_PASSWORD= # Uses secure defaults (HTTPS on port 8443) ``` For chDB only (in-memory): ```env # chDB configuration CHDB_ENABLED=true CLICKHOUSE_ENABLED=false # CHDB_DATA_PATH defaults to :memory: ``` For chDB with persistent storage: ```env # chDB configuration CHDB_ENABLED=true CLICKHOUSE_ENABLED=false CHDB_DATA_PATH=/path/to/chdb/data ``` For MCP Inspector or remote access with HTTP transport: ```env CLICKHOUSE_HOST=localhost CLICKHOUSE_USER=default CLICKHOUSE_PASSWORD=clickhouse CLICKHOUSE_MCP_SERVER_TRANSPORT=http CLICKHOUSE_MCP_BIND_HOST=0.0.0.0 # Bind to all interfaces CLICKHOUSE_MCP_BIND_PORT=4200 # Custom port (default: 8000) ``` When using HTTP transport, the server will run on the configured port (default 8000). For example, with the above configuration: - MCP endpoint: `http://localhost:4200/mcp` - Health check: `http://localhost:4200/health` You can set these variables in your environment, in a `.env` file, or in the Claude Desktop configuration: ```json { "mcpServers": { "mcp-clickhouse": { "command": "uv", "args": [ "run", "--with", "mcp-clickhouse", "--python", "3.10", "mcp-clickhouse" ], "env": { "CLICKHOUSE_HOST": "<clickhouse-host>", "CLICKHOUSE_USER": "<clickhouse-user>", "CLICKHOUSE_PASSWORD": "<clickhouse-password>", "CLICKHOUSE_DATABASE": "<optional-database>", "CLICKHOUSE_MCP_SERVER_TRANSPORT": "stdio", "CLICKHOUSE_MCP_BIND_HOST": "127.0.0.1", "CLICKHOUSE_MCP_BIND_PORT": "8000" } } } } ``` Note: The bind host and port settings are only used when transport is set to "http" or "sse". ### Running tests ```bash uv sync --all-extras --dev # install dev dependencies uv run ruff check . # run linting docker compose up -d test_services # start ClickHouse uv run pytest -v tests uv run pytest -v tests/test_tool.py # ClickHouse only uv run pytest -v tests/test_chdb_tool.py # chDB only ``` ## YouTube Overview [](https://www.youtube.com/watch?v=y9biAm_Fkqw)