{"id":"coolerscoder-spingai-mcp-server","name":"spingai-mcp-server","homepage":null,"repo_url":"https://github.com/CoolersCoder/spingai-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","agent-tools","integration","ai-automation"],"what_it_does":"spingai-mcp-server is an MCP server package (as indicated by its name) intended to expose tools/resources for AI agents via the Model Context Protocol. The provided input contains only repository metadata (no README/code, API surface, auth, or docs), so the exact MCP tools and behavior cannot be verified.","use_cases":["Connecting an AI agent runtime to an MCP-compatible server for tool execution","Automating workflows that require external functions exposed as MCP tools","Building agent capabilities by mounting this MCP server alongside other MCP servers"],"not_for":["Production use without reviewing the repository code and configuration","Use cases requiring a documented REST/GraphQL/SDK integration contract (not evidenced here)","Strict compliance environments where security/reliability guarantees are not documented"],"best_when":null,"avoid_when":null,"alternatives":["Other well-documented MCP servers with published tool schemas","Vendor SDKs/APIs (REST/OpenAPI) when MCP tooling is not required"],"af_score":27.2,"security_score":19.5,"reliability_score":21.2,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T20:01:42.538858+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":["Java"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication details were provided in the input. MCP servers commonly rely on transport-level security and/or agent-runtime configuration, but this cannot be confirmed here."},"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."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":27.2,"security_score":19.5,"reliability_score":21.2,"mcp_server_quality":40.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":20.0,"auth_strength":20.0,"scope_granularity":0.0,"dependency_hygiene":30.0,"secret_handling":30.0,"security_notes":"No security documentation (TLS, auth, secrets handling, logging redaction) was provided. Repository metadata lacks license and dependency/CVE details, so security posture cannot be confirmed. Treat as unverified until code/config review.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":20.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tool schemas, error formats, and retry/idempotency behavior were not provided; agent integration may require inspecting the code to ensure predictable tool IO and failure handling.","Without rate-limit guidance (if any), agents may need conservative request pacing."]}}