{"id":"taoidle-plan-cascade","name":"plan-cascade","homepage":null,"repo_url":"https://github.com/Taoidle/plan-cascade","category":"devtools","subcategories":[],"tags":["ai-ml","devtools","workflow-automation","multi-agent","task-orchestration","mcp-server","cli","code-generation"],"what_it_does":"Plan Cascade is an AI-assisted, multi-stage software development framework that decomposes a project goal into a mega plan, per-feature PRDs/design docs, parallel stories/tasks, and “quality gates” (verification, lint/format, test checks, and review). It supports multiple execution modes including a Claude Code plugin, a CLI, and a desktop app, and includes an MCP server component (FastMCP) plus an MCP client/client-side integration for tools.","use_cases":["Decomposing a large software project into parallel, executable development tasks","Generating PRDs and design documents (project-level and feature-level) to preserve context","Running multi-provider LLM-assisted code generation with quality gates","Using MCP to expose Plan Cascade capabilities to LLM agent runtimes","CI/automation workflows for planning and gated code changes"],"not_for":["Simple one-off coding tasks that do not require structured planning/decomposition","Environments that require a strict, documented REST/HTTP API contract (this is primarily a local/tooling framework)","Highly regulated deployments without clear information about security controls, audit logging, and data handling"],"best_when":"You need structured, inspectable planning plus parallelized task execution for medium-to-large codebases, and you are integrating with LLM coding agents (especially Claude Code) or MCP-capable agent runtimes.","avoid_when":"You need a stable, server-hosted API with documented uptime and SLAs, or you cannot tolerate alpha/beta maturity in the desktop edition.","alternatives":["LangGraph/LangChain-style agent orchestration for planning and tool execution","Cursor/Claude Code built-in workflows without external planning/decomposition frameworks","GitHub Copilot-style agent workflows combined with a custom task planner","Other MCP servers and agent toolkits that provide standardized tool interfaces"],"af_score":42.8,"security_score":49.2,"reliability_score":28.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:40:58.253311+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":["python"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"README/manifest do not describe a service authentication model. Dependencies include keyring (suggesting local secret storage), and LLM providers (Anthropic/OpenAI/etc.) likely require their own credentials/configuration, but specific auth flow, scopes, and credential-handling behavior are not documented in the provided content."},"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 provided. As open-source tooling (MIT) with local execution/bring-your-own LLM credentials, costs would typically be determined by the chosen LLM providers."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":42.8,"security_score":49.2,"reliability_score":28.8,"mcp_server_quality":45.0,"documentation_accuracy":60.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":10.0,"tls_enforcement":80.0,"auth_strength":40.0,"scope_granularity":20.0,"dependency_hygiene":55.0,"secret_handling":55.0,"security_notes":"No explicit security guarantees are described in the provided content. Uses keyring dependency (suggesting local credential storage), but does not document secret redaction/logging policies, encryption at rest, or audit trails. TLS cannot be confirmed from provided data; as a CLI/tooling framework, it likely uses HTTPS for provider calls but this is not stated. Scope granularity for any permissions is not documented.","uptime_documented":0.0,"version_stability":45.0,"breaking_changes_history":30.0,"error_recovery":40.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Multiple editions/modes exist (plugin/desktop/CLI); behavior and maturity differ (desktop is alpha, CLI is dev).","LLM-provider configuration and credentials are not specified here; agent runs may fail without correct environment setup.","MCP tool coverage and exact tool schemas are not shown in the provided README content, so agent integration may require inspecting the MCP server guide and code."]}}