{"id":"python-alfresco-mcp-server","name":"python-alfresco-mcp-server","af_score":37.2,"security_score":44.8,"reliability_score":30.0,"what_it_does":"Provides an MCP server (Python-based) that exposes Alfresco functionality to AI agents via the Model Context Protocol.","best_when":"You want agent-to-system integration through MCP and you control the runtime environment where the MCP server runs.","avoid_when":"You cannot run additional backend services (MCP server) or when you require clearly documented, fine-grained auth and rate-limit behavior from the server.","last_evaluated":"2026-04-04T21:47:05.168684+00:00","has_mcp":true,"has_api":false,"auth_methods":["Alfresco authentication as implemented by the MCP server (not verifiable from provided data)"],"has_free_tier":false,"known_gotchas":["Agent runtimes may not automatically handle Alfresco-specific pagination, filtering, or large payload sizes unless the MCP tools expose consistent parameters","If tool responses include large document binaries or content, agents may hit context/memory limits (ensure the MCP server supports summaries/metadata-first workflows)","Without clearly documented error codes and retry guidance, agents may repeatedly retry non-retryable failures (e.g., auth/permissions)"],"error_quality":0.0}