{"id":"swapnil-mcp-server","name":"swapnil-mcp-server","homepage":"https://pypi.org/project/swapnil-mcp-server/","repo_url":"https://github.com/swapnildagade/swapnil-mcp-server","category":"devtools","subcategories":[],"tags":["mcp","agent-tools","automation","integration"],"what_it_does":"MCP server package (swapnil-mcp-server). No repository/README/package-manifest content was provided here, so its specific MCP tools, transport, configuration, auth, and behaviors cannot be verified from the supplied data.","use_cases":["Integrating an MCP-compatible agent workflow with whatever tools this server exposes (unspecified here).","Providing a standardized tool interface for automation/agentic tasks (unknown scope)."],"not_for":["Using it as a security-reviewed integration without reviewing the actual server code/configuration.","Assuming it has REST/SDK/webhooks or documented rate limits without checking the repository contents."],"best_when":null,"avoid_when":null,"alternatives":["Generic MCP servers/frameworks (where you can inspect and audit the exact tools and security).","Direct REST/GraphQL integrations to the underlying services (if available and better documented)."],"af_score":26.2,"security_score":28.5,"reliability_score":12.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:43:08.303023+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":"Authentication requirements are unknown because no README/code/config were provided."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing is unknown because no hosting/pricing/README content was provided."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":26.2,"security_score":28.5,"reliability_score":12.5,"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":30.0,"auth_strength":20.0,"scope_granularity":20.0,"dependency_hygiene":50.0,"secret_handling":30.0,"security_notes":"Security posture cannot be assessed without repository code, deployment/config details, and dependency list. If the server connects to external services, verify TLS usage, auth method, logging behavior, and secret handling in the implementation.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":0.0,"error_recovery":20.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Without tool schemas/examples, agents may misuse tool parameters or over-call tools.","Without documented rate limits and error semantics, agents may retry aggressively or fail to recover."]}}