├── .python-version
├── mcp_clickhouse
├── main.py
├── __init__.py
└── mcp_server.py
├── test-services
└── docker-compose.yaml
├── pyproject.toml
├── .github
└── workflows
│ └── ci.yaml
├── tests
└── test_tool.py
├── README.md
├── .gitignore
├── LICENSE
└── uv.lock
/.python-version:
--------------------------------------------------------------------------------
1 | 3.13
2 |
--------------------------------------------------------------------------------
/mcp_clickhouse/main.py:
--------------------------------------------------------------------------------
1 | from .mcp_server import mcp
2 |
3 |
4 | def main():
5 | mcp.run()
6 |
7 |
8 | if __name__ == "__main__":
9 | main()
10 |
--------------------------------------------------------------------------------
/mcp_clickhouse/__init__.py:
--------------------------------------------------------------------------------
1 | from .mcp_server import (
2 | create_clickhouse_client,
3 | list_databases,
4 | list_tables,
5 | run_select_query,
6 | )
7 |
8 | __all__ = [
9 | "list_databases",
10 | "list_tables",
11 | "run_select_query",
12 | "create_clickhouse_client",
13 | ]
14 |
--------------------------------------------------------------------------------
/test-services/docker-compose.yaml:
--------------------------------------------------------------------------------
1 | services:
2 | clickhouse:
3 | image: clickhouse/clickhouse-server:latest
4 | ports:
5 | - "8123:8123"
6 | - "9000:9000"
7 | volumes:
8 | - clickhouse-data:/var/lib/clickhouse
9 | environment:
10 | - CLICKHOUSE_USER=default
11 | - CLICKHOUSE_PASSWORD=clickhouse
12 | - CLICKHOUSE_DB=default
13 |
14 | volumes:
15 | clickhouse-data:
16 |
--------------------------------------------------------------------------------
/pyproject.toml:
--------------------------------------------------------------------------------
1 | [project]
2 | name = "mcp-clickhouse"
3 | version = "0.1.0"
4 | description = "An MCP server for ClickHouse."
5 | readme = "README.md"
6 | license = "Apache-2.0"
7 | license-files = ["LICENSE"]
8 | requires-python = ">=3.13"
9 | dependencies = [
10 | "mcp>=1.0.0",
11 | "python-dotenv>=1.0.1",
12 | "fastmcp>=0.4.0",
13 | "uvicorn>=0.34.0",
14 | "clickhouse-connect>=0.8.0",
15 | ]
16 |
17 | [project.scripts]
18 | mcp-clickhouse = "mcp_clickhouse.main:main"
19 |
20 | [project.urls]
21 | Home = "https://github.com/iskakaushik/mcp-clickhouse"
22 |
23 | [project.optional-dependencies]
24 | dev = [
25 | "ruff",
26 | "pytest"
27 | ]
28 |
29 | [tool.hatch.build.targets.wheel]
30 | packages = ["mcp_clickhouse"]
31 |
32 | [tool.ruff]
33 | line-length = 100
34 |
35 | [build-system]
36 | requires = ["hatchling"]
37 | build-backend = "hatchling.build"
38 |
--------------------------------------------------------------------------------
/.github/workflows/ci.yaml:
--------------------------------------------------------------------------------
1 | name: CI
2 |
3 | on:
4 | push:
5 | branches:
6 | - main
7 | pull_request:
8 |
9 | jobs:
10 | test:
11 | runs-on: ubuntu-latest
12 |
13 | services:
14 | clickhouse:
15 | image: clickhouse/clickhouse-server:24.10
16 | ports:
17 | - 9000:9000
18 | - 8123:8123
19 |
20 | steps:
21 | - name: Checkout repository
22 | uses: actions/checkout@v4
23 |
24 | - name: Install uv
25 | uses: astral-sh/setup-uv@v4
26 |
27 | - name: Setup Python
28 | run: uv python install 3.13
29 |
30 | - name: Install Project
31 | run: uv sync --all-extras --dev
32 |
33 | - name: Run tests
34 | env:
35 | CLICKHOUSE_HOST: "localhost"
36 | CLICKHOUSE_PORT: "8123"
37 | CLICKHOUSE_USER: "default"
38 | CLICKHOUSE_PASSWORD: ""
39 | run: |
40 | uv run pytest tests
41 |
42 | - name: Lint with Ruff
43 | run: uv run ruff check .
44 |
--------------------------------------------------------------------------------
/tests/test_tool.py:
--------------------------------------------------------------------------------
1 | import unittest
2 |
3 | from dotenv import load_dotenv
4 |
5 | from mcp_clickhouse import create_clickhouse_client, list_databases, list_tables, run_select_query
6 |
7 | load_dotenv()
8 |
9 |
10 | class TestClickhouseTools(unittest.TestCase):
11 | @classmethod
12 | def setUpClass(cls):
13 | """Set up the environment before tests."""
14 | cls.client = create_clickhouse_client()
15 |
16 | # Prepare test database and table
17 | cls.test_db = "test_tool_db"
18 | cls.test_table = "test_table"
19 | cls.client.command(f"CREATE DATABASE IF NOT EXISTS {cls.test_db}")
20 | cls.client.command(f"""
21 | CREATE TABLE IF NOT EXISTS {cls.test_db}.{cls.test_table} (
22 | id UInt32,
23 | name String
24 | ) ENGINE = MergeTree()
25 | ORDER BY id
26 | """)
27 | cls.client.command(f"""
28 | INSERT INTO {cls.test_db}.{cls.test_table} (id, name) VALUES (1, 'Alice'), (2, 'Bob')
29 | """)
30 |
31 | @classmethod
32 | def tearDownClass(cls):
33 | """Clean up the environment after tests."""
34 | cls.client.command(f"DROP DATABASE IF EXISTS {cls.test_db}")
35 |
36 | def test_list_databases(self):
37 | """Test listing databases."""
38 | result = list_databases()
39 | self.assertIn(self.test_db, result)
40 |
41 | def test_list_tables_without_like(self):
42 | """Test listing tables without a 'LIKE' filter."""
43 | result = list_tables(self.test_db)
44 | self.assertIsInstance(result, list)
45 | self.assertEqual(len(result), 1)
46 | self.assertEqual(result[0]["name"], self.test_table)
47 |
48 | def test_list_tables_with_like(self):
49 | """Test listing tables with a 'LIKE' filter."""
50 | result = list_tables(self.test_db, like=f"{self.test_table}%")
51 | self.assertIsInstance(result, list)
52 | self.assertEqual(len(result), 1)
53 | self.assertEqual(result[0]["name"], self.test_table)
54 |
55 | def test_run_select_query_success(self):
56 | """Test running a SELECT query successfully."""
57 | query = f"SELECT * FROM {self.test_db}.{self.test_table}"
58 | result = run_select_query(query)
59 | self.assertIsInstance(result, list)
60 | self.assertEqual(len(result), 2)
61 | self.assertEqual(result[0]["id"], 1)
62 | self.assertEqual(result[0]["name"], "Alice")
63 |
64 | def test_run_select_query_failure(self):
65 | """Test running a SELECT query with an error."""
66 | query = f"SELECT * FROM {self.test_db}.non_existent_table"
67 | result = run_select_query(query)
68 | self.assertIsInstance(result, str)
69 | self.assertIn("error running query", result)
70 |
71 |
72 | if __name__ == "__main__":
73 | unittest.main()
74 |
--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 | # ClickHouse MCP Server
2 | [](https://pypi.org/project/mcp-clickhouse)
3 |
4 | An MCP server for ClickHouse.
5 |
6 | 
7 |
8 | ## Features
9 |
10 | ### Tools
11 |
12 | * `run_select_query`
13 | - Execute SQL queries on your ClickHouse cluster.
14 | - Input: `sql` (string): The SQL query to execute.
15 | - All ClickHouse queries are run with `readonly = 1` to ensure they are safe.
16 |
17 | * `list_databases`
18 | - List all databases on your ClickHouse cluster.
19 |
20 | * `list_tables`
21 | - List all tables in a database.
22 | - Input: `database` (string): The name of the database.
23 |
24 | ## Configuration
25 |
26 | 1. Open the Claude Desktop configuration file located at:
27 | - On macOS: `~/Library/Application Support/Claude/claude_desktop_config.json`
28 | - On Windows: `%APPDATA%/Claude/claude_desktop_config.json`
29 |
30 | 2. Add the following:
31 |
32 | ```json
33 | {
34 | "mcpServers": {
35 | "mcp-clickhouse": {
36 | "command": "uv",
37 | "args": [
38 | "run",
39 | "--with",
40 | "mcp-clickhouse",
41 | "--python",
42 | "3.13",
43 | "mcp-clickhouse"
44 | ],
45 | "env": {
46 | "CLICKHOUSE_HOST": "",
47 | "CLICKHOUSE_PORT": "",
48 | "CLICKHOUSE_USER": "",
49 | "CLICKHOUSE_PASSWORD": ""
50 | }
51 | }
52 | }
53 | }
54 | ```
55 |
56 | Update the environment variables to point to your own ClickHouse service.
57 |
58 | Or, if you'd like to try it out with the [ClickHouse SQL Playground](https://sql.clickhouse.com/), you can use the following config:
59 |
60 | ```json
61 | {
62 | "mcpServers": {
63 | "mcp-clickhouse": {
64 | "command": "uv",
65 | "args": [
66 | "run",
67 | "--with",
68 | "mcp-clickhouse",
69 | "--python",
70 | "3.13",
71 | "mcp-clickhouse"
72 | ],
73 | "env": {
74 | "CLICKHOUSE_HOST": "sql-clickhouse.clickhouse.com",
75 | "CLICKHOUSE_PORT": "8443",
76 | "CLICKHOUSE_USER": "demo",
77 | "CLICKHOUSE_PASSWORD": ""
78 | }
79 | }
80 | }
81 | }
82 | ```
83 |
84 |
85 | 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.
86 |
87 | 4. Restart Claude Desktop to apply the changes.
88 |
89 | ## Development
90 |
91 | 1. In `test-services` directory run `docker compose up -d` to start the ClickHouse cluster.
92 |
93 | 2. Add the following variables to a `.env` file in the root of the repository.
94 |
95 | ```
96 | CLICKHOUSE_HOST=localhost
97 | CLICKHOUSE_PORT=8123
98 | CLICKHOUSE_USER=default
99 | CLICKHOUSE_PASSWORD=clickhouse
100 | ```
101 |
102 | 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`.
103 |
104 | 4. For easy testing, you can run `fastmcp dev mcp_clickhouse/mcp_server.py` to start the MCP server.
105 |
--------------------------------------------------------------------------------
/mcp_clickhouse/mcp_server.py:
--------------------------------------------------------------------------------
1 | import logging
2 | import os
3 | from typing import Sequence
4 |
5 | import clickhouse_connect
6 | from dotenv import load_dotenv
7 | from fastmcp import FastMCP
8 |
9 | MCP_SERVER_NAME = "mcp-clickhouse"
10 |
11 | # Configure logging
12 | logging.basicConfig(
13 | level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s"
14 | )
15 | logger = logging.getLogger(MCP_SERVER_NAME)
16 |
17 | load_dotenv()
18 |
19 | deps = [
20 | "clickhouse-connect",
21 | "python-dotenv",
22 | "uvicorn",
23 | ]
24 |
25 | mcp = FastMCP(MCP_SERVER_NAME, dependencies=deps)
26 |
27 |
28 | @mcp.tool()
29 | def list_databases():
30 | logger.info("Listing all databases")
31 | client = create_clickhouse_client()
32 | result = client.command("SHOW DATABASES")
33 | logger.info(f"Found {len(result) if isinstance(result, list) else 1} databases")
34 | return result
35 |
36 |
37 | @mcp.tool()
38 | def list_tables(database: str, like: str = None):
39 | logger.info(f"Listing tables in database '{database}'")
40 | client = create_clickhouse_client()
41 | query = f"SHOW TABLES FROM {database}"
42 | if like:
43 | query += f" LIKE '{like}'"
44 | result = client.command(query)
45 |
46 | def get_table_info(table):
47 | logger.info(f"Getting schema info for table {database}.{table}")
48 | schema_query = f"DESCRIBE TABLE {database}.`{table}`"
49 | schema_result = client.query(schema_query)
50 |
51 | columns = []
52 | column_names = schema_result.column_names
53 | for row in schema_result.result_rows:
54 | column_dict = {}
55 | for i, col_name in enumerate(column_names):
56 | column_dict[col_name] = row[i]
57 | columns.append(column_dict)
58 |
59 | create_table_query = f"SHOW CREATE TABLE {database}.`{table}`"
60 | create_table_result = client.command(create_table_query)
61 |
62 | return {
63 | "database": database,
64 | "name": table,
65 | "columns": columns,
66 | "create_table_query": create_table_result,
67 | }
68 |
69 | tables = []
70 | if isinstance(result, str):
71 | # Single table result
72 | for table in (t.strip() for t in result.split()):
73 | if table:
74 | tables.append(get_table_info(table))
75 | elif isinstance(result, Sequence):
76 | # Multiple table results
77 | for table in result:
78 | tables.append(get_table_info(table))
79 |
80 | logger.info(f"Found {len(tables)} tables")
81 | return tables
82 |
83 |
84 | @mcp.tool()
85 | def run_select_query(query: str):
86 | logger.info(f"Executing SELECT query: {query}")
87 | client = create_clickhouse_client()
88 | try:
89 | res = client.query(query, settings={"readonly": 1})
90 | column_names = res.column_names
91 | rows = []
92 | for row in res.result_rows:
93 | row_dict = {}
94 | for i, col_name in enumerate(column_names):
95 | row_dict[col_name] = row[i]
96 | rows.append(row_dict)
97 | logger.info(f"Query returned {len(rows)} rows")
98 | return rows
99 | except Exception as err:
100 | logger.error(f"Error executing query: {err}")
101 | return f"error running query: {err}"
102 |
103 |
104 | def create_clickhouse_client():
105 | host = os.getenv("CLICKHOUSE_HOST")
106 | port = os.getenv("CLICKHOUSE_PORT")
107 | username = os.getenv("CLICKHOUSE_USER")
108 | secure = os.getenv("CLICKHOUSE_SECURE", "False")
109 | logger.info(f"Creating ClickHouse client connection to {host}:{port} as {username}, secure={secure}")
110 | return clickhouse_connect.get_client(
111 | host=host,
112 | port=port,
113 | username=username,
114 | password=os.getenv("CLICKHOUSE_PASSWORD"),
115 | secure=secure
116 | )
117 |
--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
1 | .ruff_cache/
2 |
3 | # Byte-compiled / optimized / DLL files
4 | __pycache__/
5 | *.py[cod]
6 | *$py.class
7 |
8 | # C extensions
9 | *.so
10 |
11 | # Distribution / packaging
12 | .Python
13 | build/
14 | develop-eggs/
15 | dist/
16 | downloads/
17 | eggs/
18 | .eggs/
19 | lib/
20 | lib64/
21 | parts/
22 | sdist/
23 | var/
24 | wheels/
25 | share/python-wheels/
26 | *.egg-info/
27 | .installed.cfg
28 | *.egg
29 | MANIFEST
30 |
31 | # PyInstaller
32 | # Usually these files are written by a python script from a template
33 | # before PyInstaller builds the exe, so as to inject date/other infos into it.
34 | *.manifest
35 | *.spec
36 |
37 | # Installer logs
38 | pip-log.txt
39 | pip-delete-this-directory.txt
40 |
41 | # Unit test / coverage reports
42 | htmlcov/
43 | .tox/
44 | .nox/
45 | .coverage
46 | .coverage.*
47 | .cache
48 | nosetests.xml
49 | coverage.xml
50 | *.cover
51 | *.py,cover
52 | .hypothesis/
53 | .pytest_cache/
54 | cover/
55 |
56 | # Translations
57 | *.mo
58 | *.pot
59 |
60 | # Django stuff:
61 | *.log
62 | local_settings.py
63 | db.sqlite3
64 | db.sqlite3-journal
65 |
66 | # Flask stuff:
67 | instance/
68 | .webassets-cache
69 |
70 | # Scrapy stuff:
71 | .scrapy
72 |
73 | # Sphinx documentation
74 | docs/_build/
75 |
76 | # PyBuilder
77 | .pybuilder/
78 | target/
79 |
80 | # Jupyter Notebook
81 | .ipynb_checkpoints
82 |
83 | # IPython
84 | profile_default/
85 | ipython_config.py
86 |
87 | # pyenv
88 | # For a library or package, you might want to ignore these files since the code is
89 | # intended to run in multiple environments; otherwise, check them in:
90 | # .python-version
91 |
92 | # pipenv
93 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
94 | # However, in case of collaboration, if having platform-specific dependencies or dependencies
95 | # having no cross-platform support, pipenv may install dependencies that don't work, or not
96 | # install all needed dependencies.
97 | #Pipfile.lock
98 |
99 | # UV
100 | # Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
101 | # This is especially recommended for binary packages to ensure reproducibility, and is more
102 | # commonly ignored for libraries.
103 | #uv.lock
104 |
105 | # poetry
106 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
107 | # This is especially recommended for binary packages to ensure reproducibility, and is more
108 | # commonly ignored for libraries.
109 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
110 | #poetry.lock
111 |
112 | # pdm
113 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
114 | #pdm.lock
115 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
116 | # in version control.
117 | # https://pdm.fming.dev/latest/usage/project/#working-with-version-control
118 | .pdm.toml
119 | .pdm-python
120 | .pdm-build/
121 |
122 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
123 | __pypackages__/
124 |
125 | # Celery stuff
126 | celerybeat-schedule
127 | celerybeat.pid
128 |
129 | # SageMath parsed files
130 | *.sage.py
131 |
132 | # Environments
133 | .env
134 | .venv
135 | env/
136 | venv/
137 | ENV/
138 | env.bak/
139 | venv.bak/
140 |
141 | # Spyder project settings
142 | .spyderproject
143 | .spyproject
144 |
145 | # Rope project settings
146 | .ropeproject
147 |
148 | # mkdocs documentation
149 | /site
150 |
151 | # mypy
152 | .mypy_cache/
153 | .dmypy.json
154 | dmypy.json
155 |
156 | # Pyre type checker
157 | .pyre/
158 |
159 | # pytype static type analyzer
160 | .pytype/
161 |
162 | # Cython debug symbols
163 | cython_debug/
164 |
165 | # PyCharm
166 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can
167 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
168 | # and can be added to the global gitignore or merged into this file. For a more nuclear
169 | # option (not recommended) you can uncomment the following to ignore the entire idea folder.
170 | #.idea/
171 |
172 | # PyPI configuration file
173 | .pypirc
174 |
--------------------------------------------------------------------------------
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