{"data":{"_id":"69b2da6867df398baec12ed0","name":"Amazon SES","slug":"amazon-ses","url":"https://aws.amazon.com/ses","description":"","logo":"","category":"Email","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":7,"confidence":"scanner","evidence":"AWS SDK responses are generally well-structured with selective field support, though SES API responses can be verbose for batch operations and lack native field selection at the API level.","na":false},"access":{"score":8,"confidence":"scanner","evidence":"Strong programmatic access via REST API, official AWS SDKs in multiple languages (@aws-sdk/client-ses, @aws-sdk/client-sesv2), AWS CLI support, and numerous third-party integrations, though no MCP server or GraphQL interface.","na":false},"auth":{"score":9,"confidence":"scanner","evidence":"AWS IAM provides granular, scoped permissions for SES operations, supports API keys/credentials with test/production separation, enables autonomous agent authentication without human-in-the-loop, and is an industry standard.","na":false},"speed":{"score":8,"confidence":"scanner","evidence":"AWS SES is a managed service with reliable performance, supports bulk send operations for batching, has documented rate limits with configurable throughput, though network latency is inherent to cloud-based email services.","na":false},"discoverability":{"score":7,"confidence":"scanner","evidence":"AWS documentation is comprehensive and well-organized with API reference, though no OpenAPI spec was found; predictable AWS API naming conventions and error messages aid discoverability.","na":false},"reliability":{"score":8,"confidence":"scanner","evidence":"AWS SES includes API versioning, consistent JSON response schemas, documented SLA and status page, and supports idempotent operations through message IDs, providing high reliability for production use.","na":false},"safety":{"score":7,"confidence":"scanner","evidence":"SES offers sandbox mode for testing without production impact, IAM-based access control for scope limitation, though it lacks built-in dry-run capabilities and undo operations are limited to bounce/complaint suppression.","na":false},"reactivity":{"score":6,"confidence":"scanner","evidence":"SES supports SNS notifications for delivery events and bounce/complaint callbacks, enabling event-driven workflows, though native webhook support is limited and agents must implement polling for status checks.","na":false}},"agentGrade":"B+","agentScore":7.68,"accessMethods":{"restApi":true,"graphql":false,"cli":true,"sdk":[],"mcpServer":"none","openApiSpec":"","llmsTxt":false,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":389,"badgeEmbedCount":17,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.715Z","updatedAt":"2026-08-23T22:37:30.792Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:38:39.315Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":226348,"hasStructuredData":true,"hasDeveloperDocs":true,"hasAgentMentions":true,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":false},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"@strapi/provider-email-amazon-ses","description":"Amazon SES provider for strapi email","version":"5.39.0"},{"name":"amazon-ses","description":"Simple Amazon SES Mailer","version":"0.0.3"},{"name":"@upyo/ses","description":"Amazon SES transport for Upyo email library","version":"0.4.0"},{"name":"@logto/connector-aws-ses","description":"Logto Connector for Amazon SES","version":"1.5.1"},{"name":"@akemona-org/strapi-provider-email-amazon-ses","description":"Amazon SES provider for strapi email","version":"3.18.2"},{"name":"@aws-sdk/client-ses","description":"AWS SDK for JavaScript Ses Client for Node.js, Browser and React Native","version":"3.1008.0"},{"name":"@aws-sdk/client-sesv2","description":"AWS SDK for JavaScript Sesv2 Client for Node.js, Browser and React Native","version":"3.1008.0"},{"name":"aws-ses-v2-local","description":"A local version of Amazon Simple Email Service (AWS SES) supporting the V2 API","version":"2.9.0"},{"name":"@haftahave/serverless-ses-template","description":"Serverless template sync plugin for Amazon Simple Email Service","version":"6.2.0"}],"pypi":[],"cli":true,"sdks":[]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Lack of OpenAPI specification and MCP server support requires agents to rely on AWS SDK documentation and custom integration code rather than automatically consuming API metadata.","agentSummary":"Amazon SES is well-suited for agent integration with excellent auth via IAM, strong SDK availability across languages, and reliable API design, making it accessible for email automation tasks. The main gaps are the absence of an OpenAPI spec and MCP server, which would enable agents to self-discover capabilities more effectively."}}}