{"id":"questions-mcp-server","name":"questions-mcp-server","homepage":"https://pypi.org/project/questions-mcp-server/","repo_url":"https://github.com/yourusername/questions_mcp_server","category":"ai-ml","subcategories":[],"tags":["mcp","ai-agents","tooling","qna","knowledge-retrieval","devtools"],"what_it_does":"Provides an MCP server exposing “questions” functionality to MCP-compatible AI agents (e.g., for retrieving, answering, or searching question-like content).","use_cases":["Augmenting an agent with access to a questions knowledge source","Q&A assistance workflows where an agent needs to call tools rather than rely on pure model context","Building agent pipelines that require a standardized MCP tool interface"],"not_for":["High-assurance security-critical operations without an audited deployment","Direct user-facing Q&A without appropriate safety/verification layers","Environments where MCP is not supported"],"best_when":null,"avoid_when":null,"alternatives":["Direct REST/GraphQL APIs (if available)","RAG pipelines using an in-house vector store and a custom tool API","Other MCP servers that provide standardized Q&A or knowledge retrieval","Framework-specific tool integrations (e.g., LangChain tool wrappers)"],"af_score":42.5,"security_score":42.2,"reliability_score":25.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:46:49.560400+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 requirements are not provided in the prompt; MCP servers may run locally or require separate transport/security configuration depending on deployment."},"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."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":42.5,"security_score":42.2,"reliability_score":25.0,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":70.0,"rate_limit_clarity":10.0,"tls_enforcement":60.0,"auth_strength":35.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"Security posture cannot be confirmed from the prompt. As an MCP server, it should ideally enforce HTTPS/TLS (for remote deployments), authenticate/authorize tool calls, minimize permissions, avoid logging secrets, and be reviewed for dependency vulnerabilities.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":30.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP servers often require exact tool/argument names; mismatches can cause tool-call failures.","Without documented pagination, agents may repeatedly request the same data or miss results.","If the server is not clearly specified as stateless, agents may need to avoid assumptions about caching/session state."]}}