{"id":"acuvity-mcp-server-sequential-thinking","name":"mcp-server-sequential-thinking","homepage":"https://hub.docker.com/r/acuvity/mcp-server-sequential-thinking","repo_url":"https://hub.docker.com/r/acuvity/mcp-server-sequential-thinking","category":"devtools","subcategories":[],"tags":["mcp","agent-tools","reasoning","sequential-thinking"],"what_it_does":"Provides an MCP server implementation intended to support “sequential thinking” style reasoning for an AI agent by breaking down tasks into ordered steps and returning structured outputs via MCP tools.","use_cases":["Agent workflows that benefit from step-by-step planning and execution","Structured multi-stage problem solving where intermediate reasoning stages are needed","Tool-using agents that require consistent, ordered outputs"],"not_for":["Production workloads that require guaranteed idempotency and transactional semantics","Use cases needing strong guarantees around security controls (e.g., fine-grained auth/scopes) without explicit documentation","High-assurance environments where you need published reliability metrics/SLA"],"best_when":null,"avoid_when":null,"alternatives":["Generic MCP servers that expose reasoning/planning as prompt templates","Framework-level “sequential planning” patterns implemented inside the agent (e.g., LangGraph-style step graphs)","Other MCP reasoning helper servers (if available) that document tool contracts and error handling"],"af_score":37.8,"security_score":31.8,"reliability_score":23.8,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:44:14.356215+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 given information, so auth strength/requirements cannot be confirmed."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing information not provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":37.8,"security_score":31.8,"reliability_score":23.8,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":10.0,"tls_enforcement":40.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":45.0,"secret_handling":40.0,"security_notes":"Authentication, authorization, and secret-handling practices were not provided. TLS requirements and whether secrets are logged cannot be verified from the given information. Treat as potentially insecure until reviewed in repository/docs.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":30.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Sequential reasoning tools can increase latency; agents may need timeout/step limits.","If tool inputs/outputs are not strongly typed or documented, agents may produce invalid intermediate structures."]}}