{"id":"shuidi-data-mcp-server","name":"shuidi-data-mcp-server","homepage":"https://pypi.org/project/shuidi-data-mcp-server/","repo_url":null,"category":"ai-ml","subcategories":[],"tags":["mcp","agent-integration","data-access","ai-tools","tooling"],"what_it_does":"An MCP (Model Context Protocol) server wrapper intended to expose “shuidi” (shuidi-data) data access to AI agents via MCP tools. The provided prompt does not include README/repo contents, so the exact tools, endpoints, parameters, and operational behavior cannot be verified from the given information.","use_cases":["Letting an LLM/agent query or retrieve data from the shuidi-data domain via MCP tools","Building agent workflows that need read access to structured datasets and documents from the shuidi-data source","Rapid prototyping of context-aware data retrieval for research, summarization, or extraction tasks"],"not_for":["Production use without reviewing the repository for auth, data handling, and tool safety","Use cases requiring guaranteed idempotent writes (this appears to be a data MCP server, but writes are unverified)","Environments that cannot allow outbound network/database access from the MCP server"],"best_when":null,"avoid_when":null,"alternatives":["Direct integration with the upstream shuidi-data APIs (if available)","A purpose-built REST/GraphQL API client instead of MCP (when agent runtime does not require MCP)","Other MCP servers for similar datasets, if they provide stronger documentation and operational guarantees"],"af_score":36.2,"security_score":36.8,"reliability_score":23.8,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:44:42.158080+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":"Authentication/authorization details are not present in the supplied prompt; cannot determine whether the MCP server requires API keys, OAuth, or other auth."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing information is not included in the supplied prompt."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":36.2,"security_score":36.8,"reliability_score":23.8,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":20.0,"tls_enforcement":40.0,"auth_strength":35.0,"scope_granularity":30.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"Security-relevant implementation details (TLS enforcement, secret storage, logging behavior, auth model, and dependency posture) are not present in the supplied prompt; scores reflect uncertainty rather than verified safety.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":30.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Without repository documentation, agents may not know required tool parameters, pagination strategy, or rate-limit behavior.","MCP servers sometimes return tool errors without structured retry hints; agents may need defensive retry/backoff logic.","If the MCP server proxies to a backend with its own query limits/timeouts, the agent may need to constrain requests to avoid tool timeouts."]}}