{"id":"troubleshooting-mcp-server","name":"troubleshooting-mcp-server","homepage":"https://github.com/Amoh-Ntim/troubleshooting-mcp-server","repo_url":"https://github.com/Amoh-Ntim/troubleshooting-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","troubleshooting","agent-tools","debugging"],"what_it_does":"Provides an MCP server intended to help with troubleshooting—i.e., exposing tools/operations that an agent can call to diagnose issues and guide remediation. Specific capabilities, tool names, and parameters cannot be verified from the information provided.","use_cases":["Agent-assisted debugging and troubleshooting workflows","Automating common diagnostic steps via MCP tools","Interactive troubleshooting guidance for support engineers"],"not_for":["A production-grade, fully specified API offering with documented endpoints/inputs (not verifiable here)","Security-critical operations without confirmed auth, logging, and access controls"],"best_when":null,"avoid_when":null,"alternatives":["Custom-built MCP servers tailored to your environment","General-purpose troubleshooting bots integrated with your internal tooling","Direct use of platform CLIs/APIs (e.g., cloud provider SDKs) for diagnostics"],"af_score":31.2,"security_score":35.5,"reliability_score":21.2,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:41:16.378899+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":null},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":null},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":31.2,"security_score":35.5,"reliability_score":21.2,"mcp_server_quality":40.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":50.0,"rate_limit_clarity":0.0,"tls_enforcement":50.0,"auth_strength":30.0,"scope_granularity":20.0,"dependency_hygiene":40.0,"secret_handling":40.0,"security_notes":"Security properties (TLS enforcement, authentication/authorization, scope granularity, secret handling, dependency posture) are not verifiable from the provided content. If the MCP server executes diagnostics/commands, it should strictly restrict permissions, sanitize inputs, and avoid exposing secrets in tool outputs.","uptime_documented":0.0,"version_stability":30.0,"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":["Without confirmed tool schemas and error codes, agents may mishandle retries or misinterpret tool outputs.","If tools mutate state (e.g., running commands), lack of idempotency guidance can cause repeated disruptive actions."]}}