{"id":"qoder-mcp-server","name":"qoder-mcp-server","homepage":"https://pypi.org/project/qoder-mcp-server/","repo_url":"https://github.com/caryz/Qoder-test","category":"devtools","subcategories":[],"tags":["mcp","agent-tools","integration","ai-automation","qoder"],"what_it_does":"An MCP server package intended to expose Qoder-related functionality to AI agents via the Model Context Protocol (MCP).","use_cases":["Agentic workflows that need to call Qoder functions/tools via MCP","Integrating Qoder operations into chat/agent runtimes that support MCP"],"not_for":["Direct browser-based usage","Workloads that require a traditional REST/GraphQL/SDK integration instead of MCP"],"best_when":"When you have an MCP-capable agent runtime and want tool invocation through MCP rather than custom REST calls.","avoid_when":"When you need OpenAPI/REST endpoints, webhooks, or an SDK in a specific language for client-side integration.","alternatives":["Custom REST/GraphQL wrappers around Qoder APIs (if available)","Other MCP servers that provide the needed Qoder/Qoder-like capabilities","Direct API calls to Qoder (if an authenticated API exists)"],"af_score":37.5,"security_score":42.0,"reliability_score":27.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:46:57.146236+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 authentication details were provided in the supplied content, so auth method/requirements are not verifiable from this input."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information was provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":37.5,"security_score":42.0,"reliability_score":27.5,"mcp_server_quality":55.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":20.0,"tls_enforcement":60.0,"auth_strength":40.0,"scope_granularity":30.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"No concrete repository/manifest details were provided here to confirm TLS enforcement, auth mechanism, scope granularity, dependency status, or secret handling practices.","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":["MCP servers commonly require specific runtime configuration (env vars/transport) that is not verifiable from the provided input.","Without documented tool schemas and explicit error/retry guidance, agent behavior on failures may be inconsistent."]}}