{"id":"vcosmos-mcp-server","name":"vcosmos-mcp-server","homepage":"https://pypi.org/project/vcosmos-mcp-server/","repo_url":"https://github.com/yourusername/vcosmos-mcp-server","category":"infrastructure","subcategories":[],"tags":["mcp","ai-agents","cosmos-db","database-integration","tooling","backend"],"what_it_does":"vcosmos-mcp-server is an MCP (Model Context Protocol) server package intended to expose Vercel Cosmos (Cosmos DB) related capabilities to AI agents via the MCP interface.","use_cases":["Connect an LLM agent to a Cosmos DB backend for retrieval and/or data operations","Provide agent tooling for querying and working with Cosmos database data"],"not_for":["Direct human use via browser UI","Production-critical database administration without additional safeguards and permissions","Environments requiring fully documented REST/GraphQL/SDK interfaces rather than MCP"],"best_when":null,"avoid_when":null,"alternatives":["Cosmos DB native SDKs (Azure SDKs) used directly by your application","A custom REST API wrapper around Cosmos DB with OpenAPI and auth","LangChain/LlamaIndex connectors tailored to Cosmos DB (if available for your stack)"],"af_score":32.0,"security_score":47.5,"reliability_score":17.5,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:40:23.843594+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/auth (details not provided in prompt)"],"oauth":false,"scopes":false,"notes":"No concrete auth mechanism, token type, or scope model was provided in the supplied data. MCP servers commonly rely on environment-based credentials; verify the package docs/manifest for exact requirements."},"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 wrapper itself is not indicated. Cosmos DB costs are external to the package."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":32.0,"security_score":47.5,"reliability_score":17.5,"mcp_server_quality":45.0,"documentation_accuracy":30.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":0.0,"tls_enforcement":70.0,"auth_strength":40.0,"scope_granularity":30.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"Security posture depends heavily on how the MCP server handles Cosmos credentials and whether it enforces least-privilege. In the provided information, specifics (auth method, scopes/permissions, secret handling, and transport guarantees) are not verifiable; score reflects uncertainty rather than confirmed weaknesses.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":0.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Lack of documented retry/idempotency guidance can cause duplicate writes if the server supports write operations.","Without documented pagination conventions, agents may miss large result sets or repeatedly request overlapping ranges.","If MCP tool parameter schemas are incomplete, agents may generate invalid queries or overly broad scans."]}}