{"id":"ragflow-mcp-server-continue","name":"ragflow-mcp-server-continue","af_score":42.5,"security_score":38.0,"reliability_score":25.0,"what_it_does":"ragflow-mcp-server-continue is an MCP server integration intended to let an AI agent interact with RagFlow (RAG) capabilities so the agent can use RagFlow-backed retrieval/workflows from within an MCP-compatible client.","best_when":null,"avoid_when":null,"last_evaluated":"2026-04-04T21:46:28.026554+00:00","has_mcp":true,"has_api":false,"auth_methods":["Unknown/Not specified in provided content"],"has_free_tier":false,"known_gotchas":["MCP tool contracts (input/output schemas) may be incomplete; agents can fail on unexpected parameter names/types","If RagFlow operations are not idempotent (e.g., indexing/upserts), repeated tool calls may create duplicates","Rate limits or timeouts may not be surfaced to the agent via clear MCP error codes unless implemented"],"error_quality":0.0}