{"id":"yinming-maxcompute-mcp-server","name":"yinming-maxcompute-mcp-server","homepage":"https://pypi.org/project/yinming-maxcompute-mcp-server/","repo_url":null,"category":"ai-ml","subcategories":[],"tags":["mcp","data-warehouse","maxcompute","odps","agents","sql","tooling","integration"],"what_it_does":"Provides an MCP server for accessing/querying Yinming MaxCompute (Alibaba MaxCompute/ODPS) resources from an AI agent via MCP tools. Enables an agent to connect to MaxCompute, run/query operations, and retrieve results through standardized MCP interactions.","use_cases":["Agent-assisted data access to MaxCompute/ODPS","SQL generation and execution workflows over MaxCompute","Automated retrieval of metadata/datasets for analytics tasks","Building agent pipelines that query data warehouse tables and return summarized results"],"not_for":["Direct production data ingestion pipelines","Highly privileged admin operations (unless explicitly scoped and secured)","Use as a public internet-facing service without proper network/auth hardening"],"best_when":"You want an LLM/agent to interact with MaxCompute using a structured tool interface (MCP) rather than manual SQL execution.","avoid_when":"You cannot provide safe connection credentials/network access or when tool outputs/results must be strictly controlled at a fine-grained permissions level.","alternatives":["Native MaxCompute/ODPS client libraries + your own tool wrapper","LangChain/LlamaIndex MaxCompute/ODPS connectors (if available)","Community MaxCompute API wrappers exposed via REST you control","Custom MCP server built on ODPS SDKs"],"af_score":45.0,"security_score":40.8,"reliability_score":10.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:37:26.190668+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No auth details were provided in the supplied content. As an MCP server, it may rely on environment-provided MaxCompute credentials or proxy auth, but this cannot be confirmed from the provided data."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing not provided; likely open-source or self-hosted."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":45.0,"security_score":40.8,"reliability_score":10.0,"mcp_server_quality":60.0,"documentation_accuracy":45.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":35.0,"rate_limit_clarity":20.0,"tls_enforcement":50.0,"auth_strength":40.0,"scope_granularity":30.0,"dependency_hygiene":45.0,"secret_handling":40.0,"security_notes":"Because no specific security implementation details were provided, scores are based on typical expectations for a self-hosted MCP tool: TLS and strong auth/scoping may or may not be implemented. Ensure: (1) MCP server is not exposed publicly without authentication, (2) MaxCompute credentials are stored securely and never returned in responses, (3) least-privilege access and query restrictions are enforced, and (4) logging avoids sensitive data.","uptime_documented":0.0,"version_stability":0.0,"breaking_changes_history":0.0,"error_recovery":40.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Agents may generate unsafe or overly broad SQL; enforce query allowlists/limits server-side if possible.","Large result sets can overwhelm the agent/tooling; ensure row/column limits and output truncation.","MaxCompute operations can be slow; ensure timeouts and guidance for retries/backoff if supported.","If connection credentials are injected via env/config, avoid leaking them in tool outputs/logs."]}}