{"id":"tdd-mcp-server","name":"tdd-mcp-server","homepage":"https://pypi.org/project/tdd-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","tdd","agent-tools","testing","developer-experience"],"what_it_does":"tdd-mcp-server is an MCP (Model Context Protocol) server intended to help with Test-Driven Development workflows by exposing MCP tools/resources that agents can call.","use_cases":["AI-assisted TDD loops (generate tests, run, interpret failures, iterate)","Agent-driven code review focused on test quality","Automating repetitive unit/integration test scaffolding","Prompt/agent workflows that need structured access to TDD actions via MCP"],"not_for":["Production-grade workload execution without additional safeguards","Security-sensitive operations requiring strong auth/zscopes (not indicated)","Teams that require a REST/GraphQL/SDK integration surface specifically"],"best_when":"You are already building an agent workflow around MCP and want a specialized TDD tool surface.","avoid_when":"You need a documented REST/SDK interface, explicit auth/rate-limit contracts, or enterprise-grade security controls from the package itself.","alternatives":["Generic MCP servers for code/test execution (e.g., shells/command runners) with your own TDD-specific prompts","Language/test framework CLIs invoked via an agent tool layer (custom)","Dedicated CI/test automation services with webhooks and REST APIs"],"af_score":32.0,"security_score":20.5,"reliability_score":27.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:42:39.479740+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 requirements were 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 not provided in the supplied information."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":32.0,"security_score":20.5,"reliability_score":27.5,"mcp_server_quality":45.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":20.0,"scope_granularity":0.0,"dependency_hygiene":50.0,"secret_handling":40.0,"security_notes":"Security posture cannot be verified from the provided information. For an MCP server that may trigger local/CI actions, you should verify: transport security (TLS if remote), authentication/authorization, least-privilege access, and that logs/tool outputs do not include secrets.","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":["If tools execute commands (tests/build), repeated calls may re-run expensive workflows and may not be idempotent.","Without clear contracts for inputs/outputs, agents may mis-handle tool schemas or interpret failures incorrectly."]}}