diff --git a/.gitignore b/.gitignore index 47214bf..ccfbedd 100644 --- a/.gitignore +++ b/.gitignore @@ -7,6 +7,6 @@ wheels/ *.egg-info # Virtual environments -.venv +.venv* # Environment variables .env diff --git a/README.md b/README.md index b1ad21c..afab736 100644 --- a/README.md +++ b/README.md @@ -6,11 +6,14 @@ An [MCP](https://modelcontextprotocol.io/) server implementation of Couchbase th - Get a list of all the scopes and collections in the specified bucket - Get the structure for a collection -- Get a document by ID from a specified scope and collection -- Upsert a document by ID to a specified scope and collection -- Delete a document by ID from a specified scope and collection -- Run a [SQL++ query](https://www.couchbase.com/sqlplusplus/) on a specified scope +- Get a document by ID from a specified bucket, scope and collection +- Upsert a document by ID to a specified bucket, scope and collection +- Delete a document by ID from a specified bucket, scope and collection +- Run a [SQL++ query](https://www.couchbase.com/sqlplusplus/) on a specified bucket and scope - There is an option in the MCP server, `READ_ONLY_QUERY_MODE` that is set to true by default to disable running SQL++ queries that change the data or the underlying collection structure. Note that the documents can still be updated by ID. +- Retrieve Index Advisor advice for a query on a specified bucket and scope. +- Retrieve cluster node services and health status. +- Retrieve /metrics endpoint data by hostname. ## Prerequisites @@ -46,7 +49,6 @@ This is the common configuration for the MCP clients such as Claude Desktop, Cur "CB_CONNECTION_STRING": "couchbases://connection-string", "CB_USERNAME": "username", "CB_PASSWORD": "password", - "CB_BUCKET_NAME": "bucket_name" } } } @@ -56,9 +58,9 @@ This is the common configuration for the MCP clients such as Claude Desktop, Cur The server can be configured using environment variables. The following variables are supported: - `CB_CONNECTION_STRING`: The connection string to the Couchbase cluster +- `CA_CERT_PATH`: The path to the Server CA certificate, required for server API calls in tls mode - `CB_USERNAME`: The username with access to the bucket to use to connect - `CB_PASSWORD`: The password for the username to connect -- `CB_BUCKET_NAME`: The name of the bucket that the server will access - `READ_ONLY_QUERY_MODE`: Setting to configure whether SQL++ queries that allow data to be modified are allowed. It is set to True by default. - `path/to/cloned/repo/mcp-server-couchbase/` should be the path to the cloned repository on your local machine. Don't forget the trailing slash at the end! @@ -138,7 +140,7 @@ There is an option to run the MCP server in [Server-Sent Events (SSE)](https://m By default, the MCP server will run on port 8080 but this can be configured using the `FASTMCP_PORT` environment variable. -> uv run src/mcp_server.py --connection-string='' --username='' --password='' --bucket-name='' --read-only-query-mode=true --transport=sse +> uv run src/mcp_server.py --connection-string='' --username='' --password='' --read-only-query-mode=true --transport=sse The server will be available on http://localhost:8080/sse. This can be used in MCP clients supporting SSE transport mode. @@ -159,7 +161,6 @@ docker run -i \ -e CB_CONNECTION_STRING='' \ -e CB_USERNAME='' \ -e CB_PASSWORD='' \ - -e CB_BUCKET_NAME='' \ -e MCP_TRANSPORT='stdio/sse' \ -e READ_ONLY_QUERY_MODE="true/false" \ mcp/couchbase diff --git a/pyproject.toml b/pyproject.toml index 2181dfc..faf5d22 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -19,6 +19,7 @@ dependencies = [ "couchbase==4.4.0", "lark-sqlpp==0.0.1", "mcp[cli]==1.6.0", + "requests==2.32.4" ] [project.urls] diff --git a/src/mcp_server.py b/src/mcp_server.py index 52660f3..0acb810 100644 --- a/src/mcp_server.py +++ b/src/mcp_server.py @@ -10,9 +10,32 @@ from typing import AsyncIterator from lark_sqlpp import modifies_data, modifies_structure, parse_sqlpp import click +import requests +from requests.auth import HTTPBasicAuth MCP_SERVER_NAME = "couchbase" +SERVICE_PORT_MAPPING = { + "tls" : { + "admin" : "18091", + "index" : "19012", + "query" : "18093", + "fts" : "18094", + "cbas" : "18095", + "eventing" : "18097" + + }, + "no_tls" : { + "admin" : "8091", + "index" : "9012", + "query" : "8093", + "fts" : "8094", + "cbas" : "8095", + "eventing" : "8097" + + } +} + # Configure logging logging.basicConfig( level=logging.INFO, @@ -26,8 +49,12 @@ class AppContext: """Context for the MCP server.""" cluster: Cluster | None = None - bucket: Any | None = None read_only_query_mode: bool = True + username: str = None + password: str = None + connection_string: str = None + ca_cert_path : str = None + use_tls : bool = True def validate_required_param( @@ -64,12 +91,14 @@ def get_settings() -> dict: help="Couchbase database password", callback=validate_required_param, ) + @click.option( - "--bucket-name", - envvar="CB_BUCKET_NAME", - help="Couchbase bucket name", - callback=validate_required_param, -) + '--ca-cert-path', + envvar="CA_CERT_PATH", + type=click.Path(exists=True), + default=None, + help='Path to Server TLS certificate, required for API calls.') + @click.option( "--read-only-query-mode", envvar="READ_ONLY_QUERY_MODE", @@ -90,8 +119,8 @@ def main( connection_string, username, password, - bucket_name, read_only_query_mode, + ca_cert_path, transport, ): """Couchbase MCP Server""" @@ -99,8 +128,8 @@ def main( "connection_string": connection_string, "username": username, "password": password, - "bucket_name": bucket_name, "read_only_query_mode": read_only_query_mode, + "ca_cert_path" : ca_cert_path } mcp.run(transport=transport) @@ -114,8 +143,12 @@ async def app_lifespan(server: FastMCP) -> AsyncIterator[AppContext]: connection_string = settings.get("connection_string") username = settings.get("username") password = settings.get("password") - bucket_name = settings.get("bucket_name") read_only_query_mode = settings.get("read_only_query_mode") + ca_cert_path = settings.get("ca_cert_path") + use_tls = True + if "://" in connection_string: + protocol = connection_string.split("://", 1)[0] + use_tls = (protocol[-1] == 's') # Validate configuration missing_vars = [] @@ -128,9 +161,7 @@ async def app_lifespan(server: FastMCP) -> AsyncIterator[AppContext]: if not password: logger.error("Couchbase database password is not set") missing_vars.append("password") - if not bucket_name: - logger.error("Couchbase bucket name is not set") - missing_vars.append("bucket_name") + if missing_vars: error_msg = f"Missing required configuration: {', '.join(missing_vars)}" @@ -139,7 +170,7 @@ async def app_lifespan(server: FastMCP) -> AsyncIterator[AppContext]: try: logger.info("Creating Couchbase cluster connection...") - auth = PasswordAuthenticator(username, password) + auth = PasswordAuthenticator(username, password, cert_path = ca_cert_path) options = ClusterOptions(auth) options.apply_profile("wan_development") @@ -148,9 +179,14 @@ async def app_lifespan(server: FastMCP) -> AsyncIterator[AppContext]: cluster.wait_until_ready(timedelta(seconds=5)) logger.info("Successfully connected to Couchbase cluster") - bucket = cluster.bucket(bucket_name) yield AppContext( - cluster=cluster, bucket=bucket, read_only_query_mode=read_only_query_mode + cluster=cluster, + ca_cert_path = ca_cert_path, + connection_string = connection_string, + username=username, + password=password, + read_only_query_mode=read_only_query_mode, + use_tls=use_tls ) except Exception as e: @@ -162,13 +198,153 @@ async def app_lifespan(server: FastMCP) -> AsyncIterator[AppContext]: mcp = FastMCP(MCP_SERVER_NAME, lifespan=app_lifespan) + # Tools @mcp.tool() -def get_scopes_and_collections_in_bucket(ctx: Context) -> dict[str, list[str]]: - """Get the names of all scopes and collections in the bucket. +def get_cluster_health_check( + ctx: Context) -> list[dict[str,Any]]: + """Runs a healthcheck (ping report) on the Couchbase cluster. Returns an array of json objects with pintreport results and node IPs. + Also useful for discovering available services in the cluster. Multiple services may reside on each node. + Returns: Array of service objects, each having the URL (consisting of IP and port for the service) and state of the service""" + cluster = ctx.request_context.lifespan_context.cluster + + services = [] + try: + ping_report = cluster.ping() + except Exception as e: + logger.error(f"Unable to reach cluster for health check: {e}") + raise e + try: + services = [] + for service_type, endpoints in ping_report.endpoints.items(): + for ep in endpoints: + services.append({ + "service": service_type.value, + "state": ep.state.value, + "id": ep.id, + "ip": ep.remote, + "latency_ms": ep.latency.total_seconds() * 1000 if ep.latency else None, + "error": str(ep.error) if ep.error else None + }) + except Exception as e: + logger.error(f"Unable to parse ping report: {e}") + raise e + + return services + +def call_api(ctx: Context, url: str ) -> requests.Response: + """Call Couchbase API for given URL. Returns raw Response object.""" + + username = ctx.request_context.lifespan_context.username + password = ctx.request_context.lifespan_context.password + ca_cert_path = ctx.request_context.lifespan_context.ca_cert_path or True + + try: + response = requests.get( + url, + auth=HTTPBasicAuth(username, password), + verify=ca_cert_path, + timeout=10 + ) + response.raise_for_status() + return response + except requests.exceptions.SSLError as e: + logger.error(f"SSL verification failed: {e}") + raise e + except requests.exceptions.RequestException as e: + logger.error(f"Error fetching api: {e}") + raise e + except Exception as e: + logger.error(f"Error fetching api: {e}") + raise e + +def build_api_url(ctx: Context, hostname: str, service: str, endpoint: str) -> str: + """Return full url for an api call to given hostname, service and endpoint""" + protocol = "http" + port = SERVICE_PORT_MAPPING["no_tls"].get(service) or "8091" + if( ctx.request_context.lifespan_context.use_tls): + protocol = "https" + port = SERVICE_PORT_MAPPING["tls"].get(service) or "18091" + return f'{protocol}://{hostname}:{port}/{endpoint}' + + +def strip_protocol(url: str) -> str: + parts = url.split("://", 1) + return parts[1] if len(parts) == 2 else url + + +@mcp.tool() +def get_cluster_prometheus_metrics_endpoints( + ctx: Context) -> list[str]: + """Runs an API call to the Ccouchbase Prometheus Endpoint Service Discovery. Retrieves the hostnames and ports of all metrics endpoints for the cluster nodes. + Required for calling the get_cluster_metrics function in a cluster. + Accepts the hostname of the node to get metrics from. + Returns: Array of hostname+port as strings""" + + hostname = strip_protocol(ctx.request_context.lifespan_context.connection_string) + url = build_api_url(ctx, hostname, "admin", "prometheus_sd_config" ) + try: + response = call_api(ctx, url) + except Exception as e: + logger.error(f"Error calling API to fetch endpoints: {e}") + raise e + json_data = response.json() + if (json_data and isinstance(json_data,list)): + return json_data[0].get("targets") + else: + logger.error(f"Unexpected response from fetch endpoints API {response.text}") + raise TypeError(f"Unexpected response from fetch endpoints API {response.text}") + + +@mcp.tool() +def get_cluster_node_metrics( + ctx: Context, hostname: str) -> str: + """Runs an API call to the metrics endpoint of a given couchbase node hostname. + Metrics contain info on nodes performance, resources and services. + Accepts the node hostname as a string. + Returns: String representing the prometheus formatted metrics returned by couchbase.""" + + hostname = strip_protocol(hostname) + parts = hostname.split(":",1) + hostname = parts[0] + url = build_api_url(ctx, hostname, "admin", "metrics" ) + try: + response = call_api(ctx, url) + return response.text + except Exception as e: + logger.error(f"Error calling API to fetch endpoints: {e}") + raise e + +@mcp.tool() +def get_list_of_buckets_with_settings( + ctx: Context +) -> list[Any]: + """Get the list of buckets from the Couchbase cluster, including their bucket settings. + Returns a list of bucket setting objects. + """ + cluster = ctx.request_context.lifespan_context.cluster + + try: + bucket_manager = cluster.buckets() + buckets = bucket_manager.get_all_buckets() + return buckets + except Exception as e: + logger.error(f"Error getting bucket names: {e}") + raise e + + +@mcp.tool() +def get_scopes_and_collections_in_bucket(ctx: Context, bucket_name: str) -> dict[str, list[str]]: + """Get the names of all scopes and collections for a specified bucket. Returns a dictionary with scope names as keys and lists of collection names as values. """ - bucket = ctx.request_context.lifespan_context.bucket + cluster = ctx.request_context.lifespan_context.cluster + + try: + bucket = cluster.bucket(bucket_name) + except Exception as e: + logger.error(f"Error accessing bucket: {e}") + raise ValueError("Tool does not have access to bucket, or bucket does not exist.") try: scopes_collections = {} collection_manager = bucket.collections() @@ -184,14 +360,14 @@ def get_scopes_and_collections_in_bucket(ctx: Context) -> dict[str, list[str]]: @mcp.tool() def get_schema_for_collection( - ctx: Context, scope_name: str, collection_name: str + ctx: Context, bucket_name: str, scope_name: str, collection_name: str ) -> dict[str, Any]: - """Get the schema for a collection in the specified scope. + """Get the schema for a collection in the specified scope of a specified bucket. Returns a dictionary with the schema returned by running INFER on the Couchbase collection. """ try: query = f"INFER {collection_name}" - result = run_sql_plus_plus_query(ctx, scope_name, query) + result = run_sql_plus_plus_query(ctx, bucket_name, scope_name, query) return result except Exception as e: logger.error(f"Error getting schema: {e}") @@ -200,10 +376,15 @@ def get_schema_for_collection( @mcp.tool() def get_document_by_id( - ctx: Context, scope_name: str, collection_name: str, document_id: str + ctx: Context, bucket_name: str, scope_name: str, collection_name: str, document_id: str ) -> dict[str, Any]: - """Get a document by its ID from the specified scope and collection.""" - bucket = ctx.request_context.lifespan_context.bucket + """Get a document by its ID from the specified bucket, scope and collection.""" + cluster = ctx.request_context.lifespan_context.cluster + try: + bucket = cluster.bucket(bucket_name) + except Exception as e: + logger.error(f"Error accessing bucket: {e}") + raise ValueError("Tool does not have access to bucket, or bucket does not exist.") try: collection = bucket.scope(scope_name).collection(collection_name) result = collection.get(document_id) @@ -216,14 +397,20 @@ def get_document_by_id( @mcp.tool() def upsert_document_by_id( ctx: Context, + bucket_name: str, scope_name: str, collection_name: str, document_id: str, document_content: dict[str, Any], ) -> bool: - """Insert or update a document by its ID. + """Insert or update a document in a bucket, scope and collection by its ID. Returns True on success, False on failure.""" - bucket = ctx.request_context.lifespan_context.bucket + cluster = ctx.request_context.lifespan_context.cluster + try: + bucket = cluster.bucket(bucket_name) + except Exception as e: + logger.error(f"Error accessing bucket: {e}") + raise ValueError("Tool does not have access to bucket, or bucket does not exist.") try: collection = bucket.scope(scope_name).collection(collection_name) collection.upsert(document_id, document_content) @@ -236,11 +423,16 @@ def upsert_document_by_id( @mcp.tool() def delete_document_by_id( - ctx: Context, scope_name: str, collection_name: str, document_id: str + ctx: Context, bucket_name: str, scope_name: str, collection_name: str, document_id: str ) -> bool: - """Delete a document by its ID. + """Delete a document in a bucket, scope and collection by its ID. Returns True on success, False on failure.""" - bucket = ctx.request_context.lifespan_context.bucket + cluster = ctx.request_context.lifespan_context.cluster + try: + bucket = cluster.bucket(bucket_name) + except Exception as e: + logger.error(f"Error accessing bucket: {e}") + raise ValueError("Tool does not have access to bucket, or bucket does not exist.") try: collection = bucket.scope(scope_name).collection(collection_name) collection.remove(document_id) @@ -250,13 +442,44 @@ def delete_document_by_id( logger.error(f"Error deleting document {document_id}: {e}") return False +@mcp.tool() +def advise_index_for_sql_plus_plus_query( + ctx: Context, bucket_name: str, scope_name: str, query: str +) -> dict[str, Any]: + """Get an index recommendation from the SQL++ index advisor for a specified query on a specified bucket and scope. + Returns a dictionary with the query advised on, as well as: + 1. an array of the current indexes used and their status (or a string indicating no existing indexes available) + 2. an array of recommended indexes and/or covering indexes with reasoning (or a string indicating no possible index improvements) + """ + response = {} + + try: + advise_query = f"ADVISE {query}" + result = run_sql_plus_plus_query(ctx, bucket_name, scope_name, advise_query) + + if result and (advice := result[0].get("advice")): + if (advice is not None): + advise_info = advice.get("adviseinfo") + if ( advise_info is not None): + response["current_indexes"] = advise_info.get("current_indexes", "No current indexes") + response["recommended_indexes"] = advise_info.get("recommended_indexes","No index recommendations available") + response["query"]=result[0].get("query","Query statement unavailable") + return response + except Exception as e: + logger.error(f"Error running Advise on query: {e}") + raise ValueError(f"Unable to run ADVISE on: {query} for keyspace {bucket_name}.{scope_name}") from e @mcp.tool() def run_sql_plus_plus_query( - ctx: Context, scope_name: str, query: str + ctx: Context, bucket_name: str, scope_name: str, query: str ) -> list[dict[str, Any]]: - """Run a SQL++ query on a scope and return the results as a list of JSON objects.""" - bucket = ctx.request_context.lifespan_context.bucket + """Run a SQL++ query on a scope in a specified bucket and return the results as a list of JSON objects.""" + cluster = ctx.request_context.lifespan_context.cluster + try: + bucket = cluster.bucket(bucket_name) + except Exception as e: + logger.error(f"Error accessing bucket: {e}") + raise ValueError("Tool does not have access to bucket, or bucket does not exist.") read_only_query_mode = ctx.request_context.lifespan_context.read_only_query_mode logger.info(f"Running SQL++ queries in read-only mode: {read_only_query_mode}") diff --git a/uv.lock b/uv.lock index 2f6a16c..4136a3e 100644 --- a/uv.lock +++ b/uv.lock @@ -1,13 +1,14 @@ version = 1 +revision = 2 requires-python = ">=3.10" [[package]] name = "annotated-types" version = "0.7.0" source = { 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