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However, missing MCP support and agent-specific metadata files reduce discoverability, requiring agents to rely on manual configuration rather than auto-detection."}},{"_id":"69b2da6867df398baec12fc3","name":"Xata","slug":"xata","url":"https://xata.io","description":"","logo":"","category":"Database","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":7,"confidence":"scanner","evidence":"Xata is a serverless database with REST API support and field selection capabilities, though specific pagination and batching documentation from collected signals is limited; typical database APIs offer reasonable token efficiency.","na":false},"access":{"score":8,"confidence":"scanner","evidence":"Xata provides multiple access methods including REST API, TypeScript/JavaScript SDK (@xata.io/client), Python SDK, CLI support, and integrations with major ORMs (Drizzle, Kysely), though notably lacks an MCP server which would elevate this to 9+.","na":false},"auth":{"score":8,"confidence":"scanner","evidence":"API key-based authentication is standard for Xata's serverless database offering, enabling autonomous agent authentication without human-in-the-loop; 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It's best suited as a backing data store for agents rather than as a directly accessible service."}},{"_id":"69b2da6867df398baec12fab","name":"Redis Cloud","slug":"redis-cloud","url":"https://redis.com","description":"","logo":"","category":"Database","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":6,"confidence":"scanner","evidence":"Redis Cloud API likely returns compact JSON responses typical of database services, but without an OpenAPI spec or documented response schemas, optimization for field selection and pagination cannot be verified.","na":false},"access":{"score":6,"confidence":"scanner","evidence":"Multiple npm packages (mcp-redis-cloud, redis, ioredis) indicate API and SDK availability, but no official MCP server is deployed, no OpenAPI spec, and no documented GraphQL or CLI access limit programmatic integration options.","na":false},"auth":{"score":7,"confidence":"scanner","evidence":"Redis Cloud supports API key authentication for autonomous agent access without human-in-the-loop, though no evidence of scoped permissions or fine-grained access control is visible in the signals.","na":false},"speed":{"score":5,"confidence":"scanner","evidence":"No rate limit documentation, response time data, or conditional request support (ETags) is evident; latency depends on Redis Cloud infrastructure but agent-relevant performance characteristics are undocumented.","na":false},"discoverability":{"score":5,"confidence":"scanner","evidence":"An llms.txt file exists (9.6KB) providing some guidance, but no OpenAPI spec, no documented API endpoints, and robots.txt blocks agent crawling, significantly limiting auto-discovery of capabilities.","na":false},"reliability":{"score":6,"confidence":"scanner","evidence":"Redis is inherently reliable infrastructure, but no evidence of idempotency keys, API versioning strategy, or published status page in the signals; response schema consistency is assumed but unverified.","na":false},"safety":{"score":5,"confidence":"scanner","evidence":"No documented sandbox/test mode, dry-run capabilities, or explicit undo mechanisms visible; database operations against live Redis instances carry inherent risk without clear safety guardrails.","na":false},"reactivity":{"score":4,"confidence":"scanner","evidence":"Redis supports pub/sub and streams natively, but no evidence of webhook support, SSE, or polling-optimized endpoints in the Cloud API; real-time capabilities depend on underlying Redis but aren't agent-optimized.","na":false}},"agentGrade":"C+","agentScore":5.76,"accessMethods":{"restApi":true,"graphql":false,"cli":false,"sdk":[],"mcpServer":"none","openApiSpec":"","llmsTxt":true,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":33,"badgeEmbedCount":4,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.779Z","updatedAt":"2026-04-05T07:02:03.718Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:51:21.625Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":852519,"hasStructuredData":true,"hasDeveloperDocs":true,"hasAgentMentions":true,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":true,"path":"/llms.txt","length":9661},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"mcp-redis-cloud","description":"MCP Server for interacting with Redis Cloud API","version":"1.0.0"},{"name":"redis","description":"A modern, high performance Redis client","version":"5.11.0"},{"name":"@google-cloud/redis","description":"Google Cloud Memorystore for Redis API client for Node.js","version":"5.2.1"},{"name":"redis-cloud","description":"Sets up a simple local server that communicates with redis cloud. 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Agents can integrate with proper setup, but must work around documentation gaps and risk management concerns inherent to direct database access."}}]}