An MCP server with 66+ tools for data engineering, enabling AI assistants to interact with Kafka, databases, AWS, data pipelines, infrastructure, and more.
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Limited view: static analysis for Python is partially covered.
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TidyMaze
Source: Glama
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MCPKIT_KAFKA_BOOTSTRAP"": "localhost:9092",MCPKIT_SCHEMA_REGISTRY_URL"": "http://localhost:8081",MCPKIT_SCHEMA_REGISTRY_BASIC_AUTHexport ="user:pass" # optionalMCPKIT_DB_URLMCPKIT_JDBC_URL"": "jdbc:postgresql://localhost/test",MCPKIT_JDBC_USERexport ="user" # optionalMCPKIT_DB_USERMCPKIT_JDBC_PASSWORDexport ="pass" # optionalMCPKIT_DB_PASSWORDAWS_REGIONexport =eu-central-1MCPKIT_KAFKA_TOPICAWS_ENDPOINT_URL_ATHENAAWS_ENDPOINT_URLAWS_DEFAULT_REGIONAWS_ENDPOINT_URL_S3AWS_ENDPOINT_URL_GLUEMCPKIT_DB_HOSTMCPKIT_JDBC_HOSTMCPKIT_DB_PORTMCPKIT_JDBC_PORTMCPKIT_DB_NAMEMCPKIT_JDBC_DATABASEMCPKIT_DB_TYPEMCPKIT_ARTIFACT_DIRMCPKIT_TIMEOUT_SECS15 Operation timeoutMCPKIT_MAX_OUTPUT_BYTES1000000 Max output sizeMCPKIT_MAX_ROWS500 Max rows returnedMCPKIT_MAX_RECORDS500 Max records returnedMCPKIT_ROOTS"": "/allowed/path1:/allowed/path2"MCPKIT_KAFKA_SECURITY_PROTOCOLexport ="SASL_SSL" # optionalMCPKIT_KAFKA_SASL_MECHANISMexport ="PLAIN" # optionalMCPKIT_KAFKA_SASL_USERNAMEexport ="user" # optionalMCPKIT_KAFKA_SASL_PASSWORDexport ="pass" # optionalMCPKIT_DATASET_DIRTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
68/68 tools missing one or more hints — athena_start_query (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); athena_poll_query (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); athena_get_results (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +65 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool inputs are validated
67/68 tool handlers declare input schemas (99%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
Only 3/68 tool handlers wrap calls in try/catch (4%)
Wrap each tool handler body in try/catch and return a structured error response.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tests exist
No test files found
Add tests that exercise each declared tool.
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