{"id":"mongodb-mongodb-mcp-server","name":"mongodb-mcp-server","af_score":42.5,"security_score":37.0,"reliability_score":27.5,"what_it_does":"Provides an MCP server that enables an AI agent to interact with a MongoDB instance (e.g., inspect databases/collections and run MongoDB operations) via the Model Context Protocol.","best_when":"You need agent-native access to MongoDB for troubleshooting, querying, or controlled administrative tasks and can supply strong connection/auth controls.","avoid_when":"You cannot constrain the agent’s permitted operations/collections, or you need strict transactional correctness and high-availability guarantees from the tool layer itself.","last_evaluated":"2026-04-04T19:57:51.666838+00:00","has_mcp":true,"has_api":false,"auth_methods":["MongoDB authentication (e.g., username/password and/or connection-string auth)"],"has_free_tier":false,"known_gotchas":["Agents may attempt unrestricted queries/collection scans if not constrained","Write operations (if exposed) may not be idempotent; repeated tool calls could mutate data","Large result sets could be returned unless the MCP server implements strict limits","Operational safety depends heavily on how the MCP server maps tool inputs to MongoDB operations"],"error_quality":0.0}