{"id":"singlestore-mcp-server-fastmcp","name":"singlestore_mcp_server-fastmcp","af_score":49.8,"security_score":59.0,"reliability_score":23.8,"what_it_does":"Provides an MCP (Model Context Protocol) server that lets MCP clients interact with SingleStore Management API to manage organizations/workspaces, operate on starter workspaces (create/resume/terminate), run SQL on a workspace, and manage SingleStore Spaces notebook files and jobs.","best_when":"You want an MCP-capable IDE/agent (Claude Desktop/Code, Cursor, VS Code, etc.) to manage SingleStore resources and run SQL from within the agent workflow.","avoid_when":"You need strict, documented rate-limit behavior and explicit API error-code handling guarantees, or you require fully headless/no-interaction authentication in all environments without using an API key.","last_evaluated":"2026-04-04T21:44:18.109975+00:00","has_mcp":true,"has_api":false,"auth_methods":["Browser OAuth when started (as described in README)","MCP_API_KEY for Docker-based usage (as described in README)"],"has_free_tier":false,"known_gotchas":["OAuth is described as browser-based for standard usage; headless/Docker environments require MCP_API_KEY","Some organization-management tools are only available when API key env var is not set (interactive selection may not work when MCP_API_KEY is used)"],"error_quality":0.0}