{"id":"mcp-cloudwatch-appsignals-mcp-server","name":"cloudwatch-appsignals-mcp-server","homepage":"https://hub.docker.com/r/mcp/cloudwatch-appsignals-mcp-server","repo_url":"https://hub.docker.com/r/mcp/cloudwatch-appsignals-mcp-server","category":"infrastructure","subcategories":[],"tags":["ai-agents","mcp","observability","aws","cloudwatch","monitoring"],"what_it_does":"An MCP server that enables agents to query Amazon CloudWatch Application Signals (application-level metrics/traces) through MCP tools/actions.","use_cases":["Agent-assisted troubleshooting of application performance using Application Signals-derived CloudWatch data","Automated incident diagnostics (e.g., find regressions in service metrics)","Periodic monitoring/reporting workflows driven by an LLM agent"],"not_for":["Direct production alerting without additional guardrails","Use cases requiring real-time streaming/event subscriptions","Environments that cannot install/run an MCP server process"],"best_when":"You already run (or can run) an MCP server locally/inside your network and want an LLM agent to inspect CloudWatch Application Signals metrics programmatically.","avoid_when":"You need a managed, hosted API/SaaS interface with built-in rate limiting, auditing, and SLA; or you require strict guarantees around least-privilege cloud credentials without careful AWS IAM setup.","alternatives":["Use AWS CloudWatch directly (Console/SDK) with agent tool calling your own thin wrapper","Implement a custom MCP server that calls AWS SDK for CloudWatch/Applications Signals","Use existing observability agents/plugins (if available in your org) instead of MCP"],"af_score":42.8,"security_score":57.8,"reliability_score":28.8,"package_type":"mcp_server","discovery_source":["docker_mcp"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:34:26.876735+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":["AWS authentication (likely via AWS credentials/roles) to access CloudWatch/Applications Signals"],"oauth":false,"scopes":false,"notes":"Exact auth method/scopes cannot be confirmed from the provided package name alone; MCP servers interacting with AWS typically rely on AWS IAM credentials (e.g., env vars, shared config, or instance/task roles)."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Open-source MCP server likely; AWS usage costs apply for CloudWatch/Application Signals API calls and underlying AWS services."},"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":57.8,"reliability_score":28.8,"mcp_server_quality":55.0,"documentation_accuracy":45.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":45.0,"rate_limit_clarity":20.0,"tls_enforcement":70.0,"auth_strength":65.0,"scope_granularity":40.0,"dependency_hygiene":50.0,"secret_handling":60.0,"security_notes":"Security posture depends primarily on how AWS credentials are supplied and whether the MCP server logs requests/responses. If credentials are loaded via environment/role-based access and the server avoids logging secrets, risk is lower; fine-grained IAM scoping is still on the deployer.","uptime_documented":0.0,"version_stability":45.0,"breaking_changes_history":30.0,"error_recovery":40.0,"idempotency_support":"false","idempotency_notes":"Read-only/lookup style MCP tools are typically idempotent, but idempotency cannot be confirmed without the repository's tool definitions.","pagination_style":"unknown","retry_guidance_documented":false,"known_agent_gotchas":["AWS permissions: insufficient IAM permissions will cause tool failures that agents may mis-handle","Time-window parameters: agents may request overly large ranges or mis-handle time zones","Rate limits/throttling: AWS API throttling may require backoff logic"]}}