{"id":"singlestore-mcp-server-fastmcp","name":"singlestore_mcp_server-fastmcp","homepage":"https://pypi.org/project/singlestore_mcp_server-fastmcp/","repo_url":"https://github.com/fastmcp-me/mcp-server-singlestore.git","category":"infrastructure","subcategories":[],"tags":["mcp","singlestore","data-platform","automation","sql","python"],"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.","use_cases":["Ask an MCP client to list regions and shared-tier regions and create starter workspaces","Use natural language to run SQL against a specific SingleStore workspace/database","Create/upload notebook files to SingleStore Spaces and schedule jobs from notebooks","Retrieve job details or delete jobs","Perform interactive organization/workspace-group selection during OAuth-based authentication"],"not_for":["Directly implementing a REST/GraphQL/SQL API client for custom integrations (this is MCP/stdio-based)","Fully automated headless deployments without an API key (OAuth flow is mentioned as browser-based and Docker requires a key)","Use cases requiring fine-grained application-level authorization beyond the SingleStore account permissions"],"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.","alternatives":["Use SingleStore’s native SDKs/APIs directly (Python SDK, management APIs) instead of MCP","Build a custom MCP server wrapper around the SingleStore Management API with your preferred auth and error handling","Use SingleStore notebooks/jobs tooling directly via their UI/CLI if available in your environment"],"af_score":49.8,"security_score":59.0,"reliability_score":23.8,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:44:18.109975+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":["Browser OAuth when started (as described in README)","MCP_API_KEY for Docker-based usage (as described in README)"],"oauth":true,"scopes":false,"notes":"README claims 'No API keys, tokens, or environment variables required' for standard usage, with authentication handled via browser OAuth. For Docker, an MCP_API_KEY is required because OAuth flow is not supported for servers running in Docker containers."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Pricing for the MCP server itself is not specified in the provided README content; SingleStore usage costs would typically depend on the SingleStore account/workspaces."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":49.8,"security_score":59.0,"reliability_score":23.8,"mcp_server_quality":70.0,"documentation_accuracy":65.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":55.0,"rate_limit_clarity":0.0,"tls_enforcement":80.0,"auth_strength":65.0,"scope_granularity":40.0,"dependency_hygiene":45.0,"secret_handling":60.0,"security_notes":"README indicates browser OAuth for standard usage and suggests using an API key for Docker. However, the provided content does not describe TLS requirements, token storage/refresh behavior, or how secrets are handled/logged internally. Tooling can execute SQL and manage workspaces/notebooks/jobs, so least-privilege and careful input validation are important; the README does not discuss SQL injection/validation controls.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":30.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":"README lists tool operations (create/terminate/delete/resume) but does not document idempotency guarantees or safe retry behavior for repeated calls.","pagination_style":"none","retry_guidance_documented":false,"known_agent_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)"]}}