{"id":"rongcloud-server-mcp-python","name":"rongcloud-server-mcp-python","af_score":44.0,"security_score":52.8,"reliability_score":17.5,"what_it_does":"Provides an MCP server (built with FastMCP) that integrates with RongCloud IM services to support user management, private and group messaging, group lifecycle operations (create/dismiss/join/quit), and retrieval of messages and group members.","best_when":"You want an agent-accessible control plane for RongCloud IM actions using MCP, running in an environment where RongCloud App Key/Secret are available.","avoid_when":"You need strong, documented guarantees about idempotency, rate limiting behavior, and structured error codes for robust automated retries.","last_evaluated":"2026-04-04T21:45:33.464845+00:00","has_mcp":true,"has_api":false,"auth_methods":["RONGCLOUD_APP_KEY / RONGCLOUD_APP_SECRET (application credentials via environment variables)"],"has_free_tier":false,"known_gotchas":["No documented rate-limit behavior or retry/idempotency guidance for message/group operations in the provided README","Message-sending tools may have side effects; an agent should avoid automated retries without explicit idempotency support","Time-range retrieval (get_private_messages) may require correct timestamp formatting and inclusive/exclusive semantics (not documented here)"],"error_quality":0.0}