{"id":"thinkbigcd-claude-mcp","name":"claude-mcp","homepage":null,"repo_url":"https://github.com/thinkbigcd/claude-mcp","category":"ai-ml","subcategories":[],"tags":["mcp","anthropic","claude","python","developer-tools","integration","examples"],"what_it_does":"A minimal Python package described as a simple Claude MCP integration example. The README shows a `main.run()` entrypoint, but provides no details about the MCP server, tools, or functionality beyond a stub-like usage snippet.","use_cases":["Serve as a starter/template for experimenting with Model Context Protocol (MCP) + Claude integration in Python","Lightweight reference implementation for wiring up a `main.run()` entrypoint in an MCP-related project"],"not_for":["Production deployments needing documented MCP tool contracts or robust operational guarantees","Teams requiring clear authentication, rate limiting, and error-handling behavior"],"best_when":"You want a very small starting point or skeleton to extend with actual MCP server/tool definitions and production-grade concerns.","avoid_when":"You need a fully specified MCP server (tool list, schemas, transport config), or you must integrate via REST/SDK/OpenAPI with strong documentation and guarantees.","alternatives":["Official MCP implementations/examples from the MCP ecosystem","Other maintained Claude/Anthropic + MCP integration libraries","General-purpose MCP servers with published tool schemas and robust docs"],"af_score":28.2,"security_score":10.5,"reliability_score":12.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T15:36:42.571831+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":["python"],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication details are provided in the provided README."},"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 (this appears to be an open-source code example)."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":28.2,"security_score":10.5,"reliability_score":12.5,"mcp_server_quality":20.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":100.0,"rate_limit_clarity":0.0,"tls_enforcement":0.0,"auth_strength":0.0,"scope_granularity":0.0,"dependency_hygiene":30.0,"secret_handling":30.0,"security_notes":"Based on the provided README alone, there is no evidence of TLS/auth/secret-handling practices. Dependency hygiene cannot be verified without the repository’s dependency list and code scanning.","uptime_documented":0.0,"version_stability":20.0,"breaking_changes_history":20.0,"error_recovery":10.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["README only shows a minimal stub (`main.run()`) without MCP tool definitions or schemas; an agent may not know what actions are available","No operational guidance is provided (errors, retries, rate limits, timeouts)"]}}