{"id":"singlestore-mcp-server","name":"singlestore-mcp-server","homepage":"https://pypi.org/project/singlestore-mcp-server/","repo_url":null,"category":"devtools","subcategories":[],"tags":["mcp","singlestore","database","sql","agents","data-access"],"what_it_does":"A Multi-Model/Model Context Protocol (MCP) server that exposes SingleStore capabilities to AI agents via MCP tools. It is intended to let an agent perform database operations through a standardized MCP interface.","use_cases":["Agent-assisted querying of SingleStore (e.g., translate natural language to SQL and run it)","Automating data retrieval and reporting tasks over SingleStore","Building AI copilots that can interact with SingleStore for analytics and operational lookups"],"not_for":["Direct production-grade data ingestion/ETL pipelines (likely not its primary purpose)","Highly sensitive environments without vetted SQL controls/auditing","Use as a general-purpose database driver replacement without understanding SQL generation risks"],"best_when":"You want an AI agent to access SingleStore through MCP in a tool-driven workflow, ideally with guardrails around what the agent can query and how results are handled.","avoid_when":"You need strict guarantees against prompt-driven or agent-generated destructive queries (unless the MCP server enforces read-only/allowlist behavior).","alternatives":["Direct SingleStore SQL client libraries (e.g., using your own agent/LLM logic)","Other database MCP servers (Postgres/MySQL/SQLite) with similar tool interfaces","Custom MCP server tailored to your allowed queries and schemas"],"af_score":43.2,"security_score":42.5,"reliability_score":27.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:44:14.246105+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":["MCP transport/integration configuration (e.g., SingleStore credentials provided via environment/config)"],"oauth":false,"scopes":false,"notes":"Auth mechanism is not fully specified in the provided prompt. MCP servers commonly rely on database credentials and/or connection strings supplied via config; no explicit OAuth/scopes info is available from the given data."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":null},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":43.2,"security_score":42.5,"reliability_score":27.5,"mcp_server_quality":55.0,"documentation_accuracy":40.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":55.0,"rate_limit_clarity":20.0,"tls_enforcement":50.0,"auth_strength":40.0,"scope_granularity":30.0,"dependency_hygiene":50.0,"secret_handling":45.0,"security_notes":"Specific security implementation details (TLS-only, credential sourcing, query allowlists, read-only enforcement, logging redaction) are not provided in the prompt. For MCP database access, the biggest risks are excessive permissions and agent-driven SQL execution; strong guardrails and secret hygiene are essential.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":40.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["AI-generated SQL can be destructive or expensive unless the server enforces read-only mode, allowlists, timeouts, and query limits","Large result sets may exceed context size; pagination/limit controls may be required","If the server forwards raw database errors, agents may need safe error parsing to avoid leaking sensitive details or retrying incorrectly"]}}