{"id":"thordata-mcp-server","name":"thordata-mcp-server","homepage":"https://pypi.org/project/thordata-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","agent-tools","integration","backend","ai-agent"],"what_it_does":"An MCP server package (thordata-mcp-server) intended to expose tools/data via the Model Context Protocol, enabling an AI agent to call server-provided capabilities through MCP.","use_cases":["Allowing LLM/agent clients to access thordata-related functionality via MCP tools","Building agent workflows that need structured tool calling and tool schemas","Integrating thordata functionality into MCP-capable agent platforms"],"not_for":["Direct human end-user interaction as a web app","High-level app business logic without an agent/LLM integration layer","Use where strong security/auth documentation is not available"],"best_when":null,"avoid_when":null,"alternatives":["Use a REST/GraphQL API (if available) instead of MCP","Implement an MCP server in-house with explicit auth, schemas, and error handling","Use existing MCP servers from the same provider ecosystem (if available)"],"af_score":31.5,"security_score":35.5,"reliability_score":27.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:42:03.687028+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":["unknown"],"oauth":false,"scopes":false,"notes":"Authentication requirements for the MCP server are not provided in the supplied information."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing details were not provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.5,"security_score":35.5,"reliability_score":27.5,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":30.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"No repository/readme details were provided here to verify TLS, auth mechanisms, dependency health, or secret handling. Scores reflect uncertainty rather than positive evidence.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":40.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Without clear tool schemas and error conventions, agents may not be able to recover from failures safely.","If the MCP server requires custom environment variables (e.g., auth/data source) without documentation, agent deployments can fail at runtime."]}}