{"id":"spences10-mcp-sequentialthinking-tools","name":"mcp-sequentialthinking-tools","homepage":null,"repo_url":"https://github.com/spences10/mcp-sequentialthinking-tools","category":"devtools","subcategories":[],"tags":["mcp","model-context-protocol","tool-recommendation","sequential-thinking","tool-orchestration","branching","llm"],"what_it_does":"Provides an MCP server that helps orchestrate sequential problem-solving by analyzing available MCP tools and returning confidence-scored recommendations (with rationale, priority, and suggested inputs) for each thought/step, including step tracking, branching/revision support, and built-in memory/history limits.","use_cases":["Guiding multi-step reasoning workflows while selecting among available MCP tools","Tool recommendation/routing for research, planning, and iterative refinement tasks","Structured thought processes with branching and revision","Constrained-context operation via configurable history trimming"],"not_for":["Production systems that require robust authentication/authorization controls at the MCP layer (not described here)","Use cases needing a REST/GraphQL/HTTP API surface or webhooks","Workflows requiring strict billing controls or SLA guarantees"],"best_when":"You already have MCP tools available in your environment and want an agent-friendly MCP server that recommends which tools to use at each step with tracked sequential context.","avoid_when":"You need a public network-facing API with documented security controls, or you require well-specified operational guarantees (SLA/status, retry semantics, rate-limit headers).","alternatives":["Use the upstream MCP Sequential Thinking server directly (modelcontextprotocol/servers)","Build a custom tool-router using MCP tool metadata + your own scoring logic","Use non-MCP tool orchestration frameworks (function calling/tool choice) without MCP step state management"],"af_score":55.8,"security_score":25.0,"reliability_score":26.2,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:26:54.508644+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 mechanism is described for the MCP server itself; configuration shown only covers client-side MCP server startup and MAX_HISTORY_SIZE."},"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; appears to be a self-hosted/open-source MCP server."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":55.8,"security_score":25.0,"reliability_score":26.2,"mcp_server_quality":70.0,"documentation_accuracy":75.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":90.0,"rate_limit_clarity":0.0,"tls_enforcement":10.0,"auth_strength":20.0,"scope_granularity":0.0,"dependency_hygiene":40.0,"secret_handling":60.0,"security_notes":"No auth/authZ or network/security posture is documented. Configuration relies on environment variables (MAX_HISTORY_SIZE); no indication of secret logging or secure secret storage. Dependency list is provided but without vulnerability/CVE status; treat dependency hygiene as uncertain.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":50.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":"No explicit idempotency or retry semantics described; stateful thought/history handling may make retries non-idempotent depending on client behavior.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Stateful behavior: recommendations and history/branches may accumulate; retries without idempotency guidance could duplicate or skew context.","Server relies on accurate MCP tool metadata/descriptions provided by the client/environment for tool selection quality."]}}