[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fBpJyjeUtml37HsbVVf6WeP9DhwaR-AYY9L2YvAfKOmE":3,"$fTRD_VsCFHsKulILju_fO-smyG5MlTqOtzeQl3LX1w2w":106,"$fejOUgrm95E1nUp7zu2tTmjFDFdYxoeBp8n9EJcUfhAw":110},{"data":4},{"_id":5,"name":6,"slug":7,"url":8,"description":9,"logo":10,"category":11,"tags":12,"pricingModel":18,"scores":19,"agentGrade":41,"agentScore":42,"scannerData":43,"accessMethods":93,"authInfo":95,"reviewCount":98,"avgReviewScore":98,"viewCount":99,"badgeEmbedCount":100,"agentSkillSlugs":101,"alternatives":102,"claimed":24,"status":103,"createdAt":104,"updatedAt":105,"__v":98},"69b2d647de1ed13732dc08f5","GitHub","github","https:\u002F\u002Fgithub.com","Code hosting platform for version control and collaboration. Repos, issues, PRs, Actions, and more.","","Developer Tools",[13,14,15,16,17],"git","version-control","ci-cd","code-hosting","issues","freemium",{"tokenEfficiency":20,"access":25,"auth":28,"speed":30,"discoverability":33,"reliability":35,"safety":37,"reactivity":39},{"score":21,"confidence":22,"evidence":23,"na":24},7,"scanner","GitHub's GraphQL API enables efficient field selection and reduces over-fetching compared to REST, though pagination requires explicit cursor management and some endpoints still return large nested objects.",false,{"score":26,"confidence":22,"evidence":27,"na":24},9,"GitHub provides multiple access methods including REST API, GraphQL API, official SDKs for Node and Python, CLI, and comprehensive webhook support; the presence of llms.txt signals intentional AI agent support.",{"score":26,"confidence":22,"evidence":29,"na":24},"GitHub supports fine-grained personal access tokens with granular scope control, OAuth apps, GitHub Apps with JWT tokens, and machine-to-machine authentication without human intervention.",{"score":31,"confidence":22,"evidence":32,"na":24},8,"GitHub offers generous rate limits (60 req\u002Fhour unauthenticated, 5000 authenticated), conditional requests via ETags, and supports concurrent operations; lack of response time data prevents a perfect score.",{"score":31,"confidence":22,"evidence":34,"na":24},"GitHub has excellent REST API documentation, predictable URL patterns, meaningful error messages, and an llms.txt file guiding AI agents; OpenAPI spec is not explicitly found but the API surface is highly documented.",{"score":31,"confidence":22,"evidence":36,"na":24},"GitHub uses API versioning, maintains consistent response schemas, provides idempotency keys for mutations, and publishes a public status page; long operational track record demonstrates high reliability.",{"score":21,"confidence":22,"evidence":38,"na":24},"GitHub provides scoped tokens limiting permissions, supports dry-run patterns through conditional updates, and offers branch protection rules for safe changes; some destructive operations (deletions) lack explicit undo mechanisms.",{"score":21,"confidence":22,"evidence":40,"na":24},"GitHub provides webhooks for real-time event notifications and supports polling with efficient ETags; lack of SSE or streaming endpoints limits reactive capability for large datasets.","A",8.02,{"lastScannedAt":44,"scanVersion":45,"rawSignals":46,"biggestFriction":91,"agentSummary":92},"2026-03-12T19:17:30.375Z",1,{"homepage":47,"openapi":52,"wellKnown":53,"packages":59,"mcp":88},{"status":48,"contentLength":49,"hasStructuredData":24,"hasDeveloperDocs":50,"hasAgentMentions":50,"responseTimeMs":51},200,567429,true,null,{"found":24},{"llmsTxt":54,"agentsJson":57,"robotsTxt":58},{"found":50,"path":55,"length":56},"\u002Fllms.txt",26412,{"found":24},{"found":50,"blocksAgents":50,"hasSitemap":24},{"npm":60,"pypi":81,"cli":24,"sdks":85},[61,65,69,73,77],{"name":62,"description":63,"version":64},"@actions\u002Fgithub","Actions github lib","9.0.0",{"name":66,"description":67,"version":68},"github-from-package","return the github url from a package.json file","0.0.0",{"name":70,"description":71,"version":72},"github-slugger","Generate a slug just like GitHub does for markdown headings.","2.0.0",{"name":74,"description":75,"version":76},"parse-github-url","Parse a github URL into an object.","1.0.3",{"name":78,"description":79,"version":80},"universal-github-app-jwt","Calculate GitHub App bearer tokens for Node & modern browsers","2.2.2",[82],{"name":7,"version":83,"description":84},"1.2.7","An asynchronous python wrapper around the GitHub API",[86,87],"Node (@actions\u002Fgithub)","Python (github)",{"found":24,"type":89,"servers":90},"none",[],"Absence of an MCP server adapter prevents seamless integration with Claude and other AI agent frameworks that standardize tool use.","GitHub is exceptionally well-prepared for AI agent integration with comprehensive APIs, fine-grained authentication, and explicit AI-agent guidance through llms.txt. The main gap is the lack of an MCP server, which would unlock deeper platform integration and reduce agent development friction.",{"restApi":50,"graphql":24,"cli":24,"sdk":94,"mcpServer":89,"openApiSpec":10,"llmsTxt":50,"agentsJson":24},[86,87],{"methods":96,"scopedPermissions":24,"humanRequired":50},[97],"unknown",0,43,6,[],[],"graded","2026-03-12T15:05:43.786Z","2026-04-01T23:22:05.634Z",{"data":107,"meta":108},[],{"total":98,"page":45,"limit":109},5,{"data":111,"meta":453},[112,151,226,303,379],{"_id":5,"name":6,"slug":7,"url":8,"description":9,"logo":10,"category":11,"tags":113,"pricingModel":18,"scores":114,"agentGrade":41,"agentScore":42,"scannerData":123,"accessMethods":143,"authInfo":145,"reviewCount":98,"avgReviewScore":98,"viewCount":147,"badgeEmbedCount":100,"agentSkillSlugs":148,"alternatives":149,"claimed":24,"status":103,"createdAt":104,"updatedAt":150,"__v":98},[13,14,15,16,17],{"tokenEfficiency":115,"access":116,"auth":117,"speed":118,"discoverability":119,"reliability":120,"safety":121,"reactivity":122},{"score":21,"confidence":22,"evidence":23,"na":24},{"score":26,"confidence":22,"evidence":27,"na":24},{"score":26,"confidence":22,"evidence":29,"na":24},{"score":31,"confidence":22,"evidence":32,"na":24},{"score":31,"confidence":22,"evidence":34,"na":24},{"score":31,"confidence":22,"evidence":36,"na":24},{"score":21,"confidence":22,"evidence":38,"na":24},{"score":21,"confidence":22,"evidence":40,"na":24},{"lastScannedAt":44,"scanVersion":45,"rawSignals":124,"biggestFriction":91,"agentSummary":92},{"homepage":125,"openapi":126,"wellKnown":127,"packages":131,"mcp":141},{"status":48,"contentLength":49,"hasStructuredData":24,"hasDeveloperDocs":50,"hasAgentMentions":50,"responseTimeMs":51},{"found":24},{"llmsTxt":128,"agentsJson":129,"robotsTxt":130},{"found":50,"path":55,"length":56},{"found":24},{"found":50,"blocksAgents":50,"hasSitemap":24},{"npm":132,"pypi":138,"cli":24,"sdks":140},[133,134,135,136,137],{"name":62,"description":63,"version":64},{"name":66,"description":67,"version":68},{"name":70,"description":71,"version":72},{"name":74,"description":75,"version":76},{"name":78,"description":79,"version":80},[139],{"name":7,"version":83,"description":84},[86,87],{"found":24,"type":89,"servers":142},[],{"restApi":50,"graphql":24,"cli":24,"sdk":144,"mcpServer":89,"openApiSpec":10,"llmsTxt":50,"agentsJson":24},[86,87],{"methods":146,"scopedPermissions":24,"humanRequired":50},[97],44,[],[],"2026-04-03T11:50:05.739Z",{"_id":152,"name":153,"slug":154,"url":155,"description":10,"logo":10,"category":11,"tags":156,"pricingModel":97,"scores":157,"agentGrade":174,"agentScore":175,"accessMethods":176,"authInfo":180,"reviewCount":98,"avgReviewScore":98,"viewCount":182,"badgeEmbedCount":183,"agentSkillSlugs":184,"alternatives":185,"claimed":24,"status":103,"createdAt":186,"updatedAt":187,"__v":98,"scannerData":188},"69b2da6867df398baec12dda","Supabase","supabase","https:\u002F\u002Fsupabase.com",[],{"tokenEfficiency":158,"access":160,"auth":162,"speed":164,"discoverability":166,"reliability":168,"safety":170,"reactivity":172},{"score":21,"confidence":22,"evidence":159,"na":24},"Supabase provides a PostgreSQL-backed API with column selection capabilities and pagination support, though the collected signals don't reveal explicit batching or response compaction features.",{"score":31,"confidence":22,"evidence":161,"na":24},"Supabase offers REST API, multiple official SDKs (Node.js, Python, and more), CLI tooling, and a \u002Fllms.txt file indicating agent awareness, but lacks an MCP server which would push it to 9.",{"score":31,"confidence":22,"evidence":163,"na":24},"Supabase supports API key authentication with scoped permissions and role-based access control via row-level security, enabling autonomous agent authentication without OAuth or human intervention.",{"score":100,"confidence":22,"evidence":165,"na":24},"Supabase is a managed PostgreSQL service with reasonable latency expectations, but the signals lack concrete rate limit details, ETag support, or concurrency specifications that would demonstrate optimization for agent workloads.",{"score":100,"confidence":22,"evidence":167,"na":24},"Supabase has comprehensive developer documentation and a \u002Fllms.txt file, but lacks an OpenAPI spec and the signals don't confirm predictable URL patterns or detailed error documentation.",{"score":21,"confidence":22,"evidence":169,"na":24},"As a managed service, Supabase likely provides API versioning and consistent schemas, but the collected signals don't explicitly confirm idempotency support, status pages, or response schema guarantees.",{"score":21,"confidence":22,"evidence":171,"na":24},"Supabase offers scoped API keys and row-level security for access control, but the signals don't confirm sandbox\u002Ftest modes, dry-run capabilities, or audit trails for operation reversal.",{"score":109,"confidence":22,"evidence":173,"na":24},"Supabase supports real-time subscriptions via WebSockets for database changes, but the collected signals lack evidence of webhooks, Server-Sent Events, or other reactive patterns essential for event-driven agent workflows.","B+",7.02,{"restApi":50,"graphql":24,"cli":24,"sdk":177,"mcpServer":89,"openApiSpec":10,"llmsTxt":50,"agentsJson":24},[178,179],"Node (@supabase\u002Fsupabase-js)","Python (supabase)",{"methods":181,"scopedPermissions":24,"humanRequired":50},[97],29,4,[],[],"2026-03-12T15:23:20.626Z","2026-04-03T07:48:08.954Z",{"lastScannedAt":189,"scanVersion":45,"rawSignals":190,"biggestFriction":224,"agentSummary":225},"2026-03-12T19:21:26.352Z",{"homepage":191,"openapi":193,"wellKnown":194,"packages":199,"mcp":222},{"status":48,"contentLength":192,"hasStructuredData":24,"hasDeveloperDocs":50,"hasAgentMentions":50,"responseTimeMs":51},363411,{"found":24},{"llmsTxt":195,"agentsJson":197,"robotsTxt":198},{"found":50,"path":55,"length":196},546,{"found":24},{"found":50,"blocksAgents":24,"hasSitemap":50},{"npm":200,"pypi":217,"cli":24,"sdks":221},[201,205,208,211,214],{"name":202,"description":203,"version":204},"@supabase\u002Fsupabase-js","Isomorphic Javascript SDK for Supabase","2.99.1",{"name":206,"description":207,"version":204},"@supabase\u002Fstorage-js","Isomorphic storage client for Supabase.",{"name":154,"description":209,"version":210},"Supabase CLI","2.78.1",{"name":212,"description":213,"version":204},"@supabase\u002Fauth-js","Official SDK for Supabase Auth",{"name":215,"description":216,"version":204},"@supabase\u002Ffunctions-js","JS SDK to interact with Supabase Functions.",[218],{"name":154,"version":219,"description":220},"2.28.0","Supabase client for Python.",[178,179],{"found":24,"type":89,"servers":223},[],"Absence of an MCP server and lack of explicit webhook\u002Fevent streaming documentation limits real-time reactivity and standard agent integration patterns.","Supabase is well-positioned for agent use with strong authentication, multiple SDK options, and a \u002Fllms.txt file signaling agent awareness, but gaps in MCP support, reactive features, and OpenAPI discoverability prevent it from being a top-tier agent platform. It works best for agents needing database CRUD operations with scoped access rather than event-driven or real-time workflows.",{"_id":227,"name":228,"slug":229,"url":230,"description":10,"logo":10,"category":11,"tags":231,"pricingModel":97,"scores":232,"agentGrade":249,"agentScore":250,"accessMethods":251,"authInfo":255,"reviewCount":98,"avgReviewScore":98,"viewCount":182,"badgeEmbedCount":257,"agentSkillSlugs":258,"alternatives":259,"claimed":24,"status":103,"createdAt":260,"updatedAt":261,"__v":98,"scannerData":262},"69b2da6867df398baec12de9","CircleCI","circleci","https:\u002F\u002Fcircleci.com",[],{"tokenEfficiency":233,"access":235,"auth":237,"speed":239,"discoverability":241,"reliability":243,"safety":245,"reactivity":247},{"score":100,"confidence":22,"evidence":234,"na":24},"CircleCI provides a REST API with standard pagination and filtering capabilities, but lacks explicit field selection or response compression mechanisms, making responses potentially verbose for large-scale agent operations.",{"score":31,"confidence":22,"evidence":236,"na":24},"CircleCI offers multiple access methods including REST API, official SDKs in Node.js and Python, an MCP server (@circleci\u002Fmcp-server-circleci), and helper libraries, providing excellent programmatic coverage for AI agents.",{"score":31,"confidence":22,"evidence":238,"na":24},"CircleCI supports API token authentication with scoped permissions, enabling autonomous agent authentication without human-in-the-loop or OAuth complexity, though documentation of permission granularity would strengthen this further.",{"score":100,"confidence":22,"evidence":240,"na":24},"No specific rate limit or latency information is available from the signals, and there's no evidence of ETag support or conditional request optimization, suggesting adequate but unoptimized performance for agent workloads.",{"score":100,"confidence":22,"evidence":242,"na":24},"CircleCI provides \u002Fllms.txt documentation for AI systems and has a structured homepage, but lacks a published OpenAPI specification, making programmatic API discovery and schema validation more difficult for agents.",{"score":21,"confidence":22,"evidence":244,"na":24},"CircleCI is an established platform with consistent API behavior and versioning practices typical of mature SaaS tools, though explicit information about idempotency keys and status pages is not evident in the signals.",{"score":21,"confidence":22,"evidence":246,"na":24},"CircleCI supports token scoping and the presence of an MCP server suggests careful access control, though explicit dry-run modes, sandbox environments, or operation undo mechanisms are not documented in the available signals.",{"score":109,"confidence":22,"evidence":248,"na":24},"No webhooks, streaming, or SSE capabilities are evident from the signals, leaving agents dependent on polling for state changes, which is inefficient for real-time workflow monitoring.","B",6.82,{"restApi":50,"graphql":24,"cli":24,"sdk":252,"mcpServer":89,"openApiSpec":10,"llmsTxt":50,"agentsJson":24},[253,254],"Node (cypress-circleci-reporter)","Python (circleci)",{"methods":256,"scopedPermissions":24,"humanRequired":50},[97],3,[],[],"2026-03-12T15:23:20.630Z","2026-04-03T11:17:44.694Z",{"lastScannedAt":263,"scanVersion":45,"rawSignals":264,"biggestFriction":301,"agentSummary":302},"2026-03-12T19:22:23.751Z",{"homepage":265,"openapi":267,"wellKnown":268,"packages":273,"mcp":299},{"status":48,"contentLength":266,"hasStructuredData":50,"hasDeveloperDocs":50,"hasAgentMentions":50,"responseTimeMs":51},505039,{"found":24},{"llmsTxt":269,"agentsJson":271,"robotsTxt":272},{"found":50,"path":55,"length":270},5925,{"found":24},{"found":50,"blocksAgents":50,"hasSitemap":50},{"npm":274,"pypi":294,"cli":24,"sdks":298},[275,279,283,287,290],{"name":276,"description":277,"version":278},"cypress-circleci-reporter","Cypress test reporter for CircleCI","0.4.0",{"name":280,"description":281,"version":282},"@circleci\u002Fcircleci-config-sdk","An SDK for building CircleCI Configuration files with JavaScript.","0.12.5",{"name":284,"description":285,"version":286},"@circleci\u002Fmcp-server-circleci","A Model Context Protocol (MCP) server implementation for CircleCI, enabling natural language interactions with CircleCI functionality through MCP-enabled clients","0.14.2",{"name":229,"description":288,"version":289},"A Node.js client for CircleCI","0.3.3",{"name":291,"description":292,"version":293},"circleci-api","A Node and Browser client for the CircleCI API, written in TypeScript.","4.1.4",[295],{"name":229,"version":296,"description":297},"1.2.2","Python wrapper for the CircleCI API",[253,254],{"found":24,"type":89,"servers":300},[],"The absence of webhook support and lack of published OpenAPI specification force agents into inefficient polling patterns and reduce discoverability of available operations.","CircleCI is well-positioned for agent integration with comprehensive programmatic access including an official MCP server, API token authentication, and SDKs in multiple languages. However, missing webhook support and the lack of an OpenAPI specification limit real-time responsiveness and auto-discovery capabilities for sophisticated agent workflows.",{"_id":304,"name":305,"slug":306,"url":307,"description":10,"logo":10,"category":11,"tags":308,"pricingModel":97,"scores":309,"agentGrade":249,"agentScore":326,"accessMethods":327,"authInfo":331,"reviewCount":98,"avgReviewScore":98,"viewCount":333,"badgeEmbedCount":183,"agentSkillSlugs":334,"alternatives":335,"claimed":24,"status":103,"createdAt":336,"updatedAt":337,"__v":98,"scannerData":338},"69b2da6867df398baec12de3","GitLab","gitlab","https:\u002F\u002Fgitlab.com",[],{"tokenEfficiency":310,"access":312,"auth":314,"speed":316,"discoverability":318,"reliability":320,"safety":322,"reactivity":324},{"score":100,"confidence":22,"evidence":311,"na":24},"GitLab's REST API supports field selection via query parameters and pagination, but lacks GraphQL for fine-grained control over response size, limiting token efficiency for complex queries.",{"score":21,"confidence":22,"evidence":313,"na":24},"GitLab provides a comprehensive REST API, official SDKs for Node and Python, and a CLI tool, but lacks an MCP server and GraphQL is a secondary offering, limiting flexibility for agent integrations.",{"score":31,"confidence":22,"evidence":315,"na":24},"GitLab supports personal access tokens with fine-grained scoping, OAuth2, and deploy tokens, enabling autonomous agent authentication without human intervention and with appropriate permission boundaries.",{"score":100,"confidence":22,"evidence":317,"na":24},"GitLab's API supports reasonable rate limits and pagination, but no response time data is available, and conditional requests (ETags) support is not explicitly confirmed in the signals.",{"score":109,"confidence":22,"evidence":319,"na":24},"GitLab lacks an OpenAPI specification file, has comprehensive developer documentation on its website, but the absence of machine-readable API specs makes automated discovery and schema validation difficult for agents.",{"score":21,"confidence":22,"evidence":321,"na":24},"GitLab provides consistent API versioning (v4), structured responses, and maintains a public status page, though explicit idempotency key support across all endpoints is not confirmed in the signals.",{"score":100,"confidence":22,"evidence":323,"na":24},"GitLab supports scoped access tokens and maintains separate staging\u002Ftest environments, but lacks explicit dry-run modes or built-in undo capabilities for destructive operations at the API level.",{"score":21,"confidence":22,"evidence":325,"na":24},"GitLab provides webhook support for real-time event notifications and streaming APIs for certain resources, enabling reactive agent workflows without constant polling.",6.52,{"restApi":50,"graphql":24,"cli":24,"sdk":328,"mcpServer":89,"openApiSpec":10,"llmsTxt":24,"agentsJson":24},[329,330],"Node (@gitlab\u002Fui)","Python (gitlab)",{"methods":332,"scopedPermissions":24,"humanRequired":50},[97],26,[],[],"2026-03-12T15:23:20.628Z","2026-04-03T05:20:23.164Z",{"lastScannedAt":339,"scanVersion":45,"rawSignals":340,"biggestFriction":377,"agentSummary":378},"2026-03-12T19:22:04.333Z",{"homepage":341,"openapi":343,"wellKnown":344,"packages":348,"mcp":375},{"status":48,"contentLength":342,"hasStructuredData":50,"hasDeveloperDocs":50,"hasAgentMentions":50,"responseTimeMs":51},211021,{"found":24},{"llmsTxt":345,"agentsJson":346,"robotsTxt":347},{"found":24},{"found":24},{"found":50,"blocksAgents":50,"hasSitemap":24},{"npm":349,"pypi":370,"cli":24,"sdks":374},[350,354,358,362,366],{"name":351,"description":352,"version":353},"@gitlab\u002Fui","GitLab UI Components","129.1.2",{"name":355,"description":356,"version":357},"@gitlab\u002Fsvgs","SVG Assets for GitLab","3.157.0",{"name":359,"description":360,"version":361},"@semantic-release\u002Fgitlab","semantic-release plugin to publish a GitLab release","13.3.2",{"name":363,"description":364,"version":365},"eslint-formatter-gitlab","Show ESLint results directly in the GitLab code quality results","7.0.1",{"name":367,"description":368,"version":369},"@gitlab\u002Fstylelint-config","GitLab Stylelint base configuration","6.3.0",[371],{"name":306,"version":372,"description":373},"1.0.2","Get GitLab user Details",[329,330],{"found":24,"type":89,"servers":376},[],"The absence of an OpenAPI specification and MCP server makes it difficult for agents to auto-discover API capabilities and integrate without manual schema configuration.","GitLab offers solid agent-readiness through comprehensive REST API, strong authentication with scoped tokens, and multiple SDK options, but is hampered by the lack of machine-readable API specs and no MCP server support. The platform is suitable for purpose-built integrations but requires more manual setup than best-in-class tools.",{"_id":380,"name":381,"slug":382,"url":383,"description":10,"logo":10,"category":11,"tags":384,"pricingModel":97,"scores":385,"agentGrade":249,"agentScore":402,"accessMethods":403,"authInfo":407,"reviewCount":98,"avgReviewScore":98,"viewCount":409,"badgeEmbedCount":26,"agentSkillSlugs":410,"alternatives":411,"claimed":24,"status":103,"createdAt":412,"updatedAt":413,"__v":98,"scannerData":414},"69b2da6867df398baec12df2","Sentry","sentry","https:\u002F\u002Fsentry.io",[],{"tokenEfficiency":386,"access":388,"auth":390,"speed":392,"discoverability":394,"reliability":396,"safety":398,"reactivity":400},{"score":100,"confidence":22,"evidence":387,"na":24},"Sentry's API likely supports filtering and pagination for event\u002Fissue queries, but without an OpenAPI spec or visible documentation on field selection and response compaction, token efficiency cannot be fully assessed.",{"score":21,"confidence":22,"evidence":389,"na":24},"Sentry provides official SDKs for JavaScript\u002FNode and Python with multiple specialized packages (@sentry\u002Fbrowser, @sentry\u002Fcore, @sentry\u002Fopentelemetry), plus a REST API inferred from SDK presence, but lacks an MCP server and no CLI tool is documented.",{"score":31,"confidence":22,"evidence":391,"na":24},"Sentry supports API key authentication suitable for autonomous agent use with granular scoping capabilities; the presence of llms.txt and agents.json suggests explicit agent support infrastructure.",{"score":100,"confidence":22,"evidence":393,"na":24},"No response time data collected (responseTimeMs is null), rate limit information is unavailable, and conditional request support cannot be confirmed without API documentation.",{"score":109,"confidence":22,"evidence":395,"na":24},"No OpenAPI spec found, but llms.txt and agents.json are present showing agent-aware documentation; however, lack of formal API specification significantly limits discoverability for unknown endpoints.",{"score":100,"confidence":22,"evidence":397,"na":24},"Sentry as an established observability platform likely has API versioning and consistent schemas, but without access to a status page or formal reliability documentation in collected signals, full assessment is limited.",{"score":21,"confidence":22,"evidence":399,"na":24},"Sentry supports scoped API tokens for fine-grained access control and operates with a clear separation between production and test environments, enabling safe agent operation; test projects are standard in Sentry.",{"score":109,"confidence":22,"evidence":401,"na":24},"Sentry likely supports webhooks for real-time event notifications and alerting, but specific webhook documentation and streaming\u002FSSE capabilities cannot be confirmed from collected signals.",6.42,{"restApi":50,"graphql":24,"cli":24,"sdk":404,"mcpServer":89,"openApiSpec":10,"llmsTxt":50,"agentsJson":50},[405,406],"Node (@sentry-internal\u002Freplay)","Python (sentry)",{"methods":408,"scopedPermissions":24,"humanRequired":50},[97],32,[],[],"2026-03-12T15:23:20.633Z","2026-04-03T10:17:34.558Z",{"lastScannedAt":415,"scanVersion":45,"rawSignals":416,"biggestFriction":451,"agentSummary":452},"2026-03-12T19:22:58.932Z",{"homepage":417,"openapi":419,"wellKnown":420,"packages":425,"mcp":449},{"status":48,"contentLength":418,"hasStructuredData":50,"hasDeveloperDocs":50,"hasAgentMentions":50,"responseTimeMs":51},563380,{"found":24},{"llmsTxt":421,"agentsJson":423,"robotsTxt":424},{"found":50,"path":55,"length":422},20386,{"found":50,"length":422},{"found":50,"blocksAgents":50,"hasSitemap":50},{"npm":426,"pypi":444,"cli":24,"sdks":448},[427,431,434,437,440],{"name":428,"description":429,"version":430},"@sentry-internal\u002Freplay","User replays for Sentry","10.43.0",{"name":432,"description":433,"version":430},"@sentry\u002Fbrowser","Official Sentry SDK for browsers",{"name":435,"description":436,"version":430},"@sentry\u002Fopentelemetry","Official Sentry utilities for OpenTelemetry",{"name":438,"description":439,"version":430},"@sentry\u002Fcore","Base implementation for all Sentry JavaScript SDKs",{"name":441,"description":442,"version":443},"@sentry-internal\u002Ftracing","Sentry Internal Tracing Package","7.114.0",[445],{"name":382,"version":446,"description":447},"23.7.1","A realtime logging and aggregation server.",[405,406],{"found":24,"type":89,"servers":450},[],"The absence of an OpenAPI specification and MCP server significantly limits agent discoverability and integration, requiring agents to rely on implicit API knowledge or the llms.txt file instead of machine-readable standards.","Sentry provides good agent-readiness through authenticated API access, multiple SDKs, and explicit agent-support signals (llms.txt, agents.json), but is held back by the lack of an OpenAPI spec and MCP server which are becoming standard for modern agent integration. For agents focused on error tracking, performance monitoring, and issue management, Sentry is viable but requires upfront documentation review and custom integration work.",{"total":454,"page":45,"limit":109,"pages":109},21]