{"id":"chatmcp-mcpso","name":"mcpso","homepage":"https://mcp.so","repo_url":"https://github.com/chatmcp/mcpso","category":"devtools","subcategories":[],"tags":["mcp","directory","community","web-app","supabase","discovery"],"what_it_does":"A web app/directory site (“MCP Directory / Awesome MCP Servers”) that lets users browse and preview MCP servers, backed by a Supabase database.","use_cases":["Listing and discovering MCP servers","Sharing/reviewing MCP server links via a directory","Browsing the MCP server ecosystem with a live preview site"],"not_for":["Running an MCP server itself as a service endpoint","Providing a stable programmatic API for managing MCP servers","Production use where a documented API contract is required"],"best_when":"You want a community directory UI for discovering MCP servers rather than an API/tooling integration.","avoid_when":"You need first-class developer APIs (REST/GraphQL/gRPC) or an MCP server interface from this package.","alternatives":["Directly integrating with specific MCP servers’ own published endpoints/specs","Using other curated MCP server registries (if available) with documented APIs","Building a lightweight registry using Supabase + a static frontend"],"af_score":22.5,"security_score":41.2,"reliability_score":17.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:23:14.998452+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"README only mentions Supabase anon key for the frontend; no documented auth model or token-based API access for programmatic use."},"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 for a hosted service; this appears to be a self-hostable directory app."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":22.5,"security_score":41.2,"reliability_score":17.5,"mcp_server_quality":0.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":5.0,"tls_enforcement":60.0,"auth_strength":20.0,"scope_granularity":10.0,"dependency_hygiene":55.0,"secret_handling":70.0,"security_notes":"Only frontend Supabase env vars are described; no evidence of server-side auth, fine-grained scopes, or secure API patterns. Use of a public anon key suggests limited direct access to authenticated resources, but details are not provided. TLS enforcement is assumed for modern Next.js deployments, but not documented here. Dependency list is relatively common; no CVE/status data available.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["The provided content describes a web directory UI; no MCP server interface or API contracts are evidenced in the README.","The package manifest shown appears mismatched (name/version doesn’t align with the described repo). Treat integration assumptions cautiously."]}}