{"category":{"slug":"social-media","name":"Social Media","icon":"pixelarticons:radio-signal","description":"Scheduling, publishing, management"},"tools":[{"_id":"69b2da6867df398baec12f66","name":"Typefully","slug":"typefully","url":"https://typefully.com","description":"","logo":"","category":"Social Media","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":6,"confidence":"scanner","evidence":"No OpenAPI spec available to assess response schemas, field selection, or pagination capabilities; must infer from SDK documentation that typical social media APIs have moderate verbosity.","na":false},"access":{"score":7,"confidence":"scanner","evidence":"Multiple access methods available including Node SDK, CLI tools, MCP server integration, and third-party wrappers (@openpets/typefully), though no official MCP server found and REST API details are undocumented.","na":false},"auth":{"score":7,"confidence":"scanner","evidence":"API key-based authentication is standard for Typefully (inferred from SDK/CLI packages), allowing autonomous agent authentication without OAuth friction, though scoped permissions details are unclear.","na":false},"speed":{"score":5,"confidence":"scanner","evidence":"No rate limit information, response time data, or caching mechanisms documented; social media scheduling APIs typically have moderate latency but specifics are unavailable.","na":false},"discoverability":{"score":4,"confidence":"scanner","evidence":"No OpenAPI spec, no agents.json, no published developer documentation on homepage; llms.txt file (682 bytes) suggests minimal structured guidance for AI systems.","na":false},"reliability":{"score":5,"confidence":"scanner","evidence":"No information on idempotency keys, API versioning strategy, or status page; consistent response schemas are inferred from SDK existence but not verified.","na":false},"safety":{"score":4,"confidence":"scanner","evidence":"No evidence of sandbox/test mode, dry-run capabilities, or granular scoped tokens; social media posting carries real-world consequences with limited rollback options.","na":false},"reactivity":{"score":3,"confidence":"scanner","evidence":"No mention of webhooks, SSE, or streaming endpoints; CLI and SDK packages suggest polling-based patterns typical of scheduling tools.","na":false}},"agentGrade":"C+","agentScore":5.6,"accessMethods":{"restApi":false,"graphql":false,"cli":true,"sdk":["Node (typefully)"],"mcpServer":"none","openApiSpec":"","llmsTxt":true,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":20,"badgeEmbedCount":3,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.761Z","updatedAt":"2026-04-03T05:18:09.304Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:47:19.759Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":15848,"hasStructuredData":true,"hasDeveloperDocs":false,"hasAgentMentions":false,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":true,"path":"/llms.txt","length":682},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"typefully","description":"<img src=\"https://github.com/ahmadawais/typefully-cli/blob/main/.github/cover.png?raw=true\" alt=\"Typefully CLI\" />","version":"0.3.0"},{"name":"typefully-cli","description":"Wrapper CLI for the typefully npm package","version":"0.2.1"},{"name":"typefully-mcp-server","description":"MCP server for Typefully API integration","version":"1.0.0"},{"name":"@openpets/typefully","description":"Typefully plugin for OpenCode - schedule posts, create drafts, and manage content across multiple social media platforms (X/Twitter, LinkedIn, Bluesky, Threads, Mastodon)","version":"1.0.0"},{"name":"api2cli","description":"Turn any REST API into a standardized, agent-ready CLI","version":"0.3.19"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"@playwright/mcp","description":"Playwright Tools for MCP","version":"0.0.68"},{"name":"mcp-framework","description":"Framework for building Model Context Protocol (MCP) servers in Typescript","version":"0.2.18"},{"name":"@modelcontextprotocol/sdk","description":"Model Context Protocol implementation for TypeScript","version":"1.27.1"}],"pypi":[],"cli":true,"sdks":["Node (typefully)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Absence of an official OpenAPI specification and public API documentation makes it difficult for agents to discover endpoints, understand request/response formats, and adapt to API changes without brittle hardcoding.","agentSummary":"Typefully has adequate programmatic access through SDKs and CLI tools with straightforward API key authentication, but lacks critical discoverability features like OpenAPI specs and comprehensive documentation. The tool is moderately ready for agent integration with existing wrappers, but would benefit significantly from formal API documentation and MCP standardization."}},{"_id":"69b2da6867df398baec12f63","name":"Hootsuite","slug":"hootsuite","url":"https://hootsuite.com","description":"","logo":"","category":"Social Media","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":5,"confidence":"scanner","evidence":"No OpenAPI spec or documented field selection capabilities visible; homepage content length is large (495KB) suggesting potentially verbose responses, but lack of API documentation prevents accurate assessment of pagination and batching support.","na":false},"access":{"score":6,"confidence":"scanner","evidence":"REST API exists with at least one Node.js SDK (hootsuite-rest) and third-party integrations available, but no official MCP server, GraphQL option, or CLI tool discovered; access is present but limited in breadth.","na":false},"auth":{"score":6,"confidence":"scanner","evidence":"API key-based authentication likely supported given the existence of REST client packages, but no evidence of scoped permissions, test/sandbox keys, or detailed auth documentation; autonomous agent authentication should be possible but with unknown permission granularity.","na":false},"speed":{"score":5,"confidence":"scanner","evidence":"Homepage response time data is missing; no evidence of rate limit specifications, conditional request support (ETags), or batching capabilities in collected signals; cannot assess true latency performance.","na":false},"discoverability":{"score":4,"confidence":"scanner","evidence":"No OpenAPI spec found; /llms.txt exists but homepage lacks structured data and agent mentions; third-party integrations suggest API exists but official documentation and predictable patterns are not evident from signals.","na":false},"reliability":{"score":5,"confidence":"scanner","evidence":"No evidence of API versioning, idempotency support, status page, or consistent schema documentation; the existence of multiple third-party SDKs suggests some stability, but no official reliability guarantees are apparent.","na":false},"safety":{"score":4,"confidence":"scanner","evidence":"No evidence of sandbox mode, test environment, dry-run capabilities, or granular scoped access tokens; social media posting capability inherently requires careful permission management but no safety mechanisms are documented.","na":false},"reactivity":{"score":3,"confidence":"scanner","evidence":"No webhooks, streaming, or SSE capabilities mentioned; third-party polling integrations exist (Pipedream) but no native event-driven architecture is evident for real-time social media updates.","na":false}},"agentGrade":"C+","agentScore":5.06,"accessMethods":{"restApi":false,"graphql":false,"cli":true,"sdk":["Node (hootsuite-rest)"],"mcpServer":"none","openApiSpec":"","llmsTxt":true,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":24,"badgeEmbedCount":6,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.760Z","updatedAt":"2026-04-03T05:16:44.335Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:47:09.895Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":495979,"hasStructuredData":false,"hasDeveloperDocs":false,"hasAgentMentions":false,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":true,"path":"/llms.txt","length":20922},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"@memberjunction/actions-bizapps-social","description":"Social Media Actions for MemberJunction - Twitter, LinkedIn, Facebook, Instagram, TikTok, YouTube, HootSuite, Buffer","version":"5.11.0"},{"name":"hootsuite-rest","description":"hootsuite rest client","version":"0.1.7"},{"name":"@pipedream/hootsuite","description":"Pipedream Hootsuite Components","version":"0.3.1"},{"name":"healthchecks-api","description":"The implementation of the Health Checks API (https://github.com/hootsuite/health-checks-api) provided by Hootsuite (https://hootsuite.com/).","version":"0.2.0"},{"name":"hootsuite-react","description":"Hootsuite Deisgn components build with React","version":"0.0.4"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"@playwright/mcp","description":"Playwright Tools for MCP","version":"0.0.68"},{"name":"mcp-framework","description":"Framework for building Model Context Protocol (MCP) servers in Typescript","version":"0.2.18"},{"name":"@modelcontextprotocol/sdk","description":"Model Context Protocol implementation for TypeScript","version":"1.27.1"},{"name":"@mcp-use/cli","description":"The mcp-use CLI is a tool for building and deploying MCP servers with support for ChatGPT Apps, Code Mode, OAuth, Notifications, Sampling, Observability and more.","version":"2.18.3"}],"pypi":[],"cli":true,"sdks":["Node (hootsuite-rest)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Complete absence of an OpenAPI specification combined with no official MCP server or CLI tool makes it extremely difficult for agents to discover API capabilities, validate requests, and understand authentication/rate-limit requirements.","agentSummary":"Hootsuite has a REST API suitable for programmatic access but lacks the modern agent-readiness tooling (OpenAPI, MCP, CLI) needed for seamless autonomous integration. The lack of discoverability documentation and safety features makes it a moderate choice for agent use, requiring manual integration work and careful permission management."}},{"_id":"69b2d647de1ed13732dc0901","name":"Postiz","slug":"postiz","url":"https://postiz.com","description":"Social media scheduler rebuilt for AI agents. CLI with structured JSON output and SKILL.md autodiscovery.","logo":"","category":"Social Media","tags":["social-media","scheduling","agent-native","cli"],"pricingModel":"freemium","scores":{"tokenEfficiency":{"score":5,"confidence":"scanner","evidence":"No OpenAPI spec, SDK documentation, or public API details available to assess field selection, pagination, or response compactness; likely generic REST patterns without optimization signals.","na":false},"access":{"score":6,"confidence":"scanner","evidence":"Multiple access methods available (REST API, CLI, Node SDK, n8n integration) but no MCP server, GraphQL, or comprehensive SDK coverage across languages limits programmatic flexibility.","na":false},"auth":{"score":6,"confidence":"scanner","evidence":"CLI and SDK packages suggest API key authentication is available, but no public documentation about scoped permissions, token expiration, or autonomous agent authentication patterns.","na":false},"speed":{"score":5,"confidence":"scanner","evidence":"Homepage response time is unavailable, rate limits are undocumented, and no evidence of batching, conditional requests (ETags), or concurrent request support.","na":false},"discoverability":{"score":3,"confidence":"scanner","evidence":"No OpenAPI specification found, no llms.txt or agents.json files, and publicly accessible documentation appears limited despite mentions of developer docs on homepage.","na":false},"reliability":{"score":4,"confidence":"scanner","evidence":"No published API versioning, idempotency key information, or status page mentioned; structured data presence suggests some consistency but insufficient evidence of reliability practices.","na":false},"safety":{"score":3,"confidence":"scanner","evidence":"No evidence of sandbox/test mode, dry-run capabilities, or scoped access tokens; social media scheduling involves destructive actions requiring safety mechanisms.","na":false},"reactivity":{"score":4,"confidence":"scanner","evidence":"No mention of webhooks, streaming, or SSE support; CLI and SDKs suggest only polling-based interactions for monitoring scheduled posts.","na":false}},"agentGrade":"C","agentScore":4.8,"scannerData":{"lastScannedAt":"2026-03-12T19:18:10.370Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":110527,"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":"postiz","description":"Postiz CLI - Command line interface for the Postiz social media scheduling API","version":"2.0.12"},{"name":"@autoblogwriter/cli","description":"Postiz-style agent CLI for AutoBlogWriter","version":"0.1.3"},{"name":"n8n-nodes-postiz","description":"The ultimate social media scheduling tool","version":"0.2.17"},{"name":"@postiz/node","description":"The ultimate social media scheduling tool","version":"1.0.8"},{"name":"@postiz/wallets","description":"<!-- @TODO -->","version":"0.0.1"}],"pypi":[],"cli":true,"sdks":["Node (postiz)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Lack of publicly documented API specification (OpenAPI) and minimal discoverability signals (no llms.txt, agents.json, or agent-specific documentation) make it difficult for agents to understand and autonomously integrate with the platform.","agentSummary":"Postiz provides multiple programmatic access paths (REST API, CLI, Node SDK) making basic agent integration feasible, but critical gaps in API documentation, safety features, and agent-specific discovery patterns significantly limit autonomous operation. The absence of an MCP server and test/sandbox modes are notable limitations for reliable agent-driven social media scheduling."},"accessMethods":{"restApi":true,"graphql":false,"cli":true,"sdk":["Node (postiz)"],"mcpServer":"none","openApiSpec":"","llmsTxt":false,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":24,"badgeEmbedCount":5,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:05:43.818Z","updatedAt":"2026-03-25T21:30:09.115Z","__v":0},{"_id":"69b2da6867df398baec12f6f","name":"Sprout Social","slug":"sprout-social","url":"https://sproutsocial.com","description":"","logo":"","category":"Social Media","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":5,"confidence":"scanner","evidence":"No OpenAPI spec or documented API response schemas available; without field selection capability or pagination details visible, token efficiency cannot be verified and likely requires full payload responses.","na":false},"access":{"score":6,"confidence":"scanner","evidence":"An MCP server exists (sprout-social-mcp) for draft post creation, but it appears narrowly scoped; no REST API, GraphQL, or comprehensive SDK documentation is publicly discoverable, limiting broader agent integration.","na":false},"auth":{"score":5,"confidence":"scanner","evidence":"No authentication details are discoverable from public signals; the MCP server likely requires OAuth or API key setup, but autonomous agent authentication requirements and scoped permission support are undocumented.","na":false},"speed":{"score":4,"confidence":"scanner","evidence":"No response time data, rate limit information, or concurrency guidance is publicly available; the MCP server may have undocumented latency characteristics and throttling policies.","na":false},"discoverability":{"score":5,"confidence":"scanner","evidence":"An llms.txt file exists (15KB) suggesting some AI integration guidance, but no OpenAPI spec, robots.txt agent guidance, or agents.json file; API endpoint patterns and error documentation are not publicly discoverable.","na":false},"reliability":{"score":4,"confidence":"scanner","evidence":"No evidence of idempotency keys, API versioning strategy, consistent schemas, or status page; the narrowly-scoped MCP server suggests limited backwards compatibility guarantees.","na":false},"safety":{"score":3,"confidence":"scanner","evidence":"MCP server is limited to draft creation (not publish), suggesting some safety boundary, but no test/sandbox mode, dry-run capability, or granular scoped tokens are documented or discoverable.","na":false},"reactivity":{"score":2,"confidence":"scanner","evidence":"No evidence of webhooks, streaming, SSE, or real-time polling mechanisms; agent integration appears request-response only with no event-driven capabilities.","na":false}},"agentGrade":"C","agentScore":4.68,"accessMethods":{"restApi":false,"graphql":false,"cli":true,"sdk":["Node (@sproutsocial/seeds-icons)"],"mcpServer":"none","openApiSpec":"","llmsTxt":true,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":22,"badgeEmbedCount":3,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.763Z","updatedAt":"2026-03-25T21:30:04.801Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:47:46.282Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":163652,"hasStructuredData":true,"hasDeveloperDocs":false,"hasAgentMentions":false,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":true,"path":"/llms.txt","length":15219},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":false,"hasSitemap":true}},"packages":{"npm":[{"name":"sprout-social-mcp","description":"MCP server for creating draft social media posts in Sprout Social.","version":"1.0.0"},{"name":"@sproutsocial/seeds-icons","description":"Seeds Icons","version":"2.2.0"},{"name":"mjml-social","description":"mjml-social","version":"4.18.0"},{"name":"route-sprout","description":"A tiny, cute DSL that grows type-safe, composable URL builders from a declarative route tree.","version":"3.3.0"},{"name":"ioredis","description":"A robust, performance-focused and full-featured Redis client for Node.js.","version":"5.10.0"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"@mcp-use/cli","description":"The mcp-use CLI is a tool for building and deploying MCP servers with support for ChatGPT Apps, Code Mode, OAuth, Notifications, Sampling, Observability and more.","version":"2.18.3"},{"name":"@playwright/mcp","description":"Playwright Tools for MCP","version":"0.0.68"},{"name":"mcp-framework","description":"Framework for building Model Context Protocol (MCP) servers in Typescript","version":"0.2.18"},{"name":"chrome-local-mcp","description":"A local Chrome browser automation MCP server powered by Puppeteer for Claude Code","version":"1.3.0"}],"pypi":[],"cli":true,"sdks":["Node (@sproutsocial/seeds-icons)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"The absence of a public REST API or GraphQL endpoint with documented authentication, rate limits, and response schemas makes it nearly impossible for agents to autonomously integrate beyond the narrow MCP draft-posting capability.","agentSummary":"Sprout Social has limited agent-readiness despite offering an MCP server for draft creation; the tool lacks a discoverable public API, comprehensive documentation, and authentication guidance needed for broader autonomous agent integration. Agents can draft posts via MCP but cannot access broader platform capabilities like analytics, account management, or content publishing."}},{"_id":"69b2da6867df398baec12f60","name":"Buffer","slug":"buffer","url":"https://buffer.com","description":"","logo":"","category":"Social Media","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":5,"confidence":"scanner","evidence":"No OpenAPI spec or documented field selection capability visible; without API documentation details, token efficiency cannot be verified but typical SaaS APIs allow reasonable pagination and filtering.","na":false},"access":{"score":4,"confidence":"scanner","evidence":"No REST API documentation found on homepage, no OpenAPI spec, no MCP server, no CLI tool, and no developer docs linked; only indirect evidence of SDK support through npm packages suggests some programmatic access exists but is not well-advertised.","na":false},"auth":{"score":5,"confidence":"scanner","evidence":"Homepage contains structured data but provides no details on authentication methods, API key support, scoping, or permission models; assumes standard OAuth/API key support typical of SaaS tools but unverified.","na":false},"speed":{"score":4,"confidence":"scanner","evidence":"Response time data unavailable; no rate limit information, ETag support, or concurrency details discoverable from provided signals; cannot assess latency or throughput characteristics.","na":false},"discoverability":{"score":2,"confidence":"scanner","evidence":"No OpenAPI spec found, no developer documentation linked on homepage, no llms.txt or agents.json files, and robots.txt blocks agents; the tool actively discourages agent discovery and provides minimal technical documentation signals.","na":false},"reliability":{"score":3,"confidence":"scanner","evidence":"No API versioning, idempotency information, or consistent schema documentation visible; structured data on homepage exists but provides no reliability guarantees or status page reference.","na":false},"safety":{"score":3,"confidence":"scanner","evidence":"No evidence of sandbox/test modes, dry-run capabilities, scoped access tokens, or undo operations in available signals; robots.txt blocks agents which suggests limited agent-first design for safety.","na":false},"reactivity":{"score":2,"confidence":"scanner","evidence":"No webhooks, streaming, SSE, or polling mechanisms mentioned or discoverable from signals; content length and static homepage suggest traditional REST-only patterns without reactive features.","na":false}},"agentGrade":"D","agentScore":3.86,"accessMethods":{"restApi":false,"graphql":false,"cli":false,"sdk":["Node (safe-buffer)","Python (buffer)"],"mcpServer":"none","openApiSpec":"","llmsTxt":false,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":26,"badgeEmbedCount":6,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.759Z","updatedAt":"2026-04-07T09:17:17.713Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:46:59.117Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":367466,"hasStructuredData":true,"hasDeveloperDocs":false,"hasAgentMentions":false,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":false},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"Buffer","description":"API-compatible Node.JS Buffer for Ender.js (browser)","version":"0.0.0"},{"name":"safe-buffer","description":"Safer Node.js Buffer API","version":"5.2.1"},{"name":"buffer","description":"Node.js Buffer API, for the browser","version":"6.0.3"},{"name":"safer-buffer","description":"Modern Buffer API polyfill without footguns","version":"2.1.2"},{"name":"is-buffer","description":"Determine if an object is a Buffer","version":"2.0.5"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"@playwright/mcp","description":"Playwright Tools for MCP","version":"0.0.68"},{"name":"uuid","description":"RFC9562 UUIDs","version":"13.0.0"},{"name":"@smithy/util-buffer-from","description":"[![NPM version](https://img.shields.io/npm/v/@smithy/util-buffer-from/latest.svg)](https://www.npmjs.com/package/@smithy/util-buffer-from) [![NPM downloads](https://img.shields.io/npm/dm/@smithy/util-buffer-from.svg)](https://www.npmjs.com/package/@smithy","version":"4.2.2"}],"pypi":[{"name":"buffer","version":"0.2.1","description":"A stream buffer backed by a spooled temporary file."}],"cli":false,"sdks":["Node (safe-buffer)","Python (buffer)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Buffer.com actively discourages agent access (robots.txt blocks agents) and provides no discoverable API documentation, OpenAPI spec, or developer resources on its homepage, making it nearly impossible for agents to autonomously discover and integrate with the service.","agentSummary":"Buffer appears to be a traditional SaaS social media management tool with limited agent-ready infrastructure; the absence of an OpenAPI spec, documented API endpoints, MCP support, and explicit agent-blocking signals make this tool unsuitable for autonomous agent integration without significant manual setup."}},{"_id":"69b2da6867df398baec12f69","name":"Tweet Hunter","slug":"tweet-hunter","url":"https://tweethunter.io","description":"","logo":"","category":"Social Media","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":3,"confidence":"scanner","evidence":"No API specification found and no evidence of field selection, pagination, or response optimization mechanisms in the collected signals.","na":false},"access":{"score":2,"confidence":"scanner","evidence":"Developer docs exist but no OpenAPI spec, REST API, GraphQL, SDKs, or MCP server detected; only web-based access is apparent.","na":false},"auth":{"score":2,"confidence":"scanner","evidence":"No API key mechanism, OAuth flow, or autonomous authentication signals found in the signals; likely web-only authentication.","na":false},"speed":{"score":2,"confidence":"scanner","evidence":"Response time data is null, no rate limit information available, and no evidence of caching strategies or concurrent request support.","na":false},"discoverability":{"score":3,"confidence":"scanner","evidence":"No OpenAPI spec or llms.txt/agents.json files found; developer docs exist but without formal API specification, making integration discovery difficult.","na":false},"reliability":{"score":2,"confidence":"scanner","evidence":"No signals for idempotency keys, API versioning, schema consistency, or status page; web UI nature suggests inconsistent programmatic interfaces.","na":false},"safety":{"score":1,"confidence":"scanner","evidence":"No evidence of test/sandbox mode, dry-run capabilities, or scoped access controls; web-based tool with no apparent safety mechanisms for autonomous agents.","na":false},"reactivity":{"score":1,"confidence":"scanner","evidence":"No signals for webhooks, streaming, SSE, or any event-driven capabilities; appears to be a purely request-response web application.","na":false}},"agentGrade":"F","agentScore":2.2,"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":27,"badgeEmbedCount":5,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.761Z","updatedAt":"2026-03-31T09:18:00.762Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:47:27.194Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":78583,"hasStructuredData":false,"hasDeveloperDocs":true,"hasAgentMentions":false,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":false},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":false,"hasSitemap":true}},"packages":{"npm":[{"name":"@types/qs","description":"TypeScript definitions for qs","version":"6.15.0"},{"name":"react-tweet","description":"react-tweet allows you to embed tweets in your React application when using Next.js, Vite, and more.","version":"3.3.0"},{"name":"@types/serverless","description":"TypeScript definitions for serverless","version":"3.12.28"},{"name":"react-i18next","description":"Internationalization for react done right. Using the i18next i18n ecosystem.","version":"16.5.8"},{"name":"dot-only-hunter","description":"Hunt down `.only`s before it's too late.","version":"1.0.3"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"@crowdin/cli","description":"Crowdin CLI is a command line tool that allows you to manage and synchronize your localization resources with your Crowdin project","version":"4.14.0"},{"name":"@playwright/mcp","description":"Playwright Tools for MCP","version":"0.0.68"},{"name":"mcp-framework","description":"Framework for building Model Context Protocol (MCP) servers in Typescript","version":"0.2.18"},{"name":"mintlify","description":"The Mintlify CLI","version":"4.2.426"}],"pypi":[],"cli":true,"sdks":[]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Tweet Hunter has no documented API, making it inaccessible to agents except through brittle web scraping or manual UI automation.","agentSummary":"Tweet Hunter is fundamentally not designed for agent integration, offering no programmatic access, authentication mechanisms, or formal API contract. This tool would require reverse-engineering or UI automation to integrate with AI agents, making it unsuitable for autonomous use."}},{"_id":"69b2da6867df398baec12f6c","name":"Later","slug":"later","url":"https://later.com","description":"","logo":"","category":"Social Media","tags":[],"pricingModel":"unknown","scores":{"tokenEfficiency":{"score":2,"confidence":"scanner","evidence":"No API documentation or OpenAPI spec available; cannot assess field selection, pagination, or response compactness, suggesting either a web-only tool or severely underdocumented API capabilities.","na":false},"access":{"score":2,"confidence":"scanner","evidence":"No REST API, GraphQL, OpenAPI spec, or MCP server found; only npm/pip packages exist (scheduling libraries unrelated to the Later.com platform itself), indicating web-only access with no programmatic API.","na":false},"auth":{"score":1,"confidence":"scanner","evidence":"No evidence of API key, OAuth, or any autonomous authentication mechanism; the tool appears to be web-based only, requiring human interactive login.","na":false},"speed":{"score":1,"confidence":"scanner","evidence":"No API documentation means no rate limits, ETags, or concurrent request support can be assessed; likely subject to standard web request latency without optimization for agents.","na":false},"discoverability":{"score":1,"confidence":"scanner","evidence":"No OpenAPI spec, developer documentation, agent mentions, or .well-known/llms.txt found; the structured data on the homepage offers no API guidance.","na":false},"reliability":{"score":1,"confidence":"scanner","evidence":"No API versioning, idempotency guarantees, or consistent response schemas documented; web-only tools typically lack the formal reliability contracts agents require.","na":false},"safety":{"score":1,"confidence":"scanner","evidence":"No sandbox/test mode, dry-run capability, or scoped access tokens evident; web-based authentication offers no granular permission control for agent operations.","na":false},"reactivity":{"score":0,"confidence":"scanner","evidence":"No webhooks, streaming, SSE, or polling APIs documented; web-only interface precludes real-time agent reactivity.","na":false}},"agentGrade":"F","agentScore":1.34,"accessMethods":{"restApi":false,"graphql":false,"cli":false,"sdk":["Node (@breejs/later)","Python (later)"],"mcpServer":"none","openApiSpec":"","llmsTxt":false,"agentsJson":false},"authInfo":{"methods":["unknown"],"scopedPermissions":false,"humanRequired":true},"reviewCount":0,"avgReviewScore":0,"viewCount":21,"badgeEmbedCount":3,"agentSkillSlugs":[],"alternatives":[],"claimed":false,"status":"graded","createdAt":"2026-03-12T15:23:20.762Z","updatedAt":"2026-03-24T21:25:36.727Z","__v":0,"scannerData":{"lastScannedAt":"2026-03-12T19:47:35.511Z","scanVersion":1,"rawSignals":{"homepage":{"status":200,"contentLength":404975,"hasStructuredData":true,"hasDeveloperDocs":false,"hasAgentMentions":false,"responseTimeMs":null},"openapi":{"found":false},"wellKnown":{"llmsTxt":{"found":false},"agentsJson":{"found":false},"robotsTxt":{"found":true,"blocksAgents":true,"hasSitemap":true}},"packages":{"npm":[{"name":"@breejs/later","description":"Maintained fork of later. Determine later (or previous) occurrences of recurring schedules","version":"4.2.0"},{"name":"@types/later","description":"TypeScript definitions for later","version":"1.2.9"},{"name":"@types/breejs__later","description":"TypeScript definitions for @breejs/later","version":"4.1.5"},{"name":"stashback","description":"Stashes callbacks for later execution","version":"2.0.1"},{"name":"append-transform","description":"Install a transform to `require.extensions` that always runs last, even if additional extensions are added later.","version":"2.0.0"},{"name":"@modelcontextprotocol/sdk","description":"Model Context Protocol implementation for TypeScript","version":"1.27.1"},{"name":"firebase-tools","description":"Command-Line Interface for Firebase","version":"15.9.1"},{"name":"@playwright/mcp","description":"Playwright Tools for MCP","version":"0.0.68"},{"name":"mcp-framework","description":"Framework for building Model Context Protocol (MCP) servers in Typescript","version":"0.2.18"},{"name":"vite-node","description":"Vite as Node.js runtime","version":"5.3.0"}],"pypi":[{"name":"later","version":"26.1.1","description":"A toolbox for asyncio services"}],"cli":false,"sdks":["Node (@breejs/later)","Python (later)"]},"mcp":{"found":false,"type":"none","servers":[]}},"biggestFriction":"Later.com has no publicly documented API, SDK integrations, or programmatic access methods—it is a web-only social media scheduling platform requiring human browser interaction, making it unsuitable for autonomous agent use.","agentSummary":"Later.com is not agent-ready; it is a web-based social media management platform with no API, no authentication tokens, and no documented programmatic access. Agents cannot interact with this tool in any meaningful way without human-in-the-loop browser automation."}}]}