{"schemaVersion":"agentstaffer.function-category-lite.v1","generatedAt":"2026-10-29T12:55:47.511Z","canonicalUrl":"https://agentstaffer.com/roles/workflow-automation.json?page=220","htmlUrl":"https://agentstaffer.com/roles/workflow-automation?page=220","surfaceContract":{"surface":"technical-categories","primaryQuestion":"Which technical function should the agent perform?","primaryAction":"Filter candidates by capability, protocol, trust, install readiness, and trial status.","useFor":["capability-specific discovery","protocol-aware filtering","category candidate inventory","crawler-friendly technical taxonomy"],"doNotUseFor":["plain-language department planning","treating category membership as hire approval","skipping profile, trust, install, and trial evidence"],"nextResources":["/roles.json","/agents.json","/trials.json","/role-families.json"]},"sitemapDiscovery":{"indexUrl":"https://agentstaffer.com/sitemap.xml","staticSitemapUrl":"https://agentstaffer.com/sitemap-static.xml","profileShardPattern":"https://agentstaffer.com/sitemap-agents-{page}.xml","profileShardExample":"https://agentstaffer.com/sitemap-agents-1.xml","profileShardPageSize":200,"profileUrlRule":"Profile HTML and profile.json URLs live in sitemap-agents-{page}.xml shards, not in the sitemap index itself.","staticUrlRule":"Static docs, GEO exposure, agent visibility packets, resources, taxonomy, playbook, team, trust, and queue URLs live in sitemap-static.xml.","retrievalRule":"Fetch /sitemap.xml first, then crawl each listed sitemap URL; use /geo.json and /agent-visibility.json for current high-signal routes, crawler-specific packets, and /resources.json for route meaning and recommended fetch order."},"uiDataContract":{"principle":"Human HTML can be simplified, but machine-readable JSON, Markdown, sitemap, llms.txt, canonical links, alternate links, and profile resource contracts must remain stable and discoverable.","requiredProfileResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"recommendedProfileFetchOrder":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"regressionCommand":{"local":"npm run ai:readability","production":"npm run ai:readability:prod","baseUrlEnv":"AGENTSTAFFER_BASE_URL"},"regressionChecks":[{"id":"status-canonical","label":"Status and canonical pages","humanSurface":"Home, market, resources, docs, and profile HTML return 200 and keep canonical links.","machineSurface":"Canonical and alternate links still point to structured JSON, Markdown, sitemap, and llms.txt resources."},{"id":"global-entrypoints","label":"Global data entrypoints","humanSurface":"Navigation stays simple and does not need to repeat every endpoint.","machineSurface":"/llms.txt, /resources.json, /agents.json, /sitemap.xml, /sitemap-agents-1.xml, and /openapi.json remain fetchable."},{"id":"profile-package","label":"Profile resources","humanSurface":"Profile pages show a compact decision, evidence, install, trial, and resource section.","machineSurface":"/agents/{slug}/profile.json, /agents/{slug}/score.json, /agents/{slug}/evidence.json, /agents/{slug}/trust.json, /agents/{slug}/trial.json, /agents/{slug}/install.json, /agents/{slug}/history.json, /agents/{slug}/similar.json, /agents/{slug}/dossier.md"},{"id":"embedded-contracts","label":"Embedded structured contracts","humanSurface":"HTML can hide or compress secondary rows on small screens.","machineSurface":"JSON-LD and application/json script contracts remain present where the page declares them."},{"id":"pagination-sitemaps","label":"Pagination and sitemap discovery","humanSurface":"List pages can paginate and keep cards lightweight.","machineSurface":"JSON pagination, sitemap index, static sitemap, and agent sitemap shards remain explicit."},{"id":"no-data-loss-ui","label":"No data loss from UI polish","humanSurface":"Visual density, mobile folds, and redundant modules can be reduced.","machineSurface":"Data removed from HTML presentation must remain in JSON or Markdown resources referenced by the page."}]},"regressionCommand":{"local":"npm run ai:readability","production":"npm run ai:readability:prod","baseUrlEnv":"AGENTSTAFFER_BASE_URL"},"visibleRetrievalSpine":[{"step":"01","label":"llms.txt","href":"/llms.txt","note":"Site context and first-hop guidance"},{"step":"02","label":"role-category.json","href":"/roles/workflow-automation.json?page=220","note":"Complete page contract and data surface map"},{"step":"03","label":"agents.json","href":"/agents.json","note":"Paginated candidate discovery"},{"step":"04","label":"profile package","href":"/resources.json","note":"Fetch all 9 required finalist resources","requiredResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"]}],"profileResourceContract":{"schemaVersion":"agentstaffer.profile-resource-contract.v1","requiredResources":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"recommendedFetchOrder":["profile.json","score.json","evidence.json","trust.json","trial.json","install.json","history.json","similar.json","dossier.md"],"retrievalRule":"Use this role category JSON for paginated candidates, then fetch the full profile package for every finalist before install, hire, promotion, credential access, or production use."},"legacyUrls":{"htmlUrl":"https://agentstaffer.com/agent-categories/workflow-automation","jsonUrl":"https://agentstaffer.com/agent-categories/workflow-automation.json"},"category":{"id":"workflow-automation","label":"Workflow Automation","description":"Agents that run repeatable workflows, automate operations, trigger actions, or coordinate task pipelines.","count":4996,"filteredCount":4996,"workScenarios":["Turn a repeatable business process into a safe workflow.","Connect triggers, queues, and review gates.","Run a dry-run before production automation."],"relatedRoleFamilies":[{"id":"operations","label":"Operations","description":"Run repeatable workflows, internal processes, and tool-connected operational tasks.","htmlUrl":"https://agentstaffer.com/role-families/operations","jsonUrl":"https://agentstaffer.com/role-families/operations.json"},{"id":"sales","label":"Sales","description":"Support CRM, outreach, customer handoffs, and revenue operations workflows.","htmlUrl":"https://agentstaffer.com/role-families/sales","jsonUrl":"https://agentstaffer.com/role-families/sales.json"},{"id":"content","label":"Content","description":"Create, refresh, evaluate, and publish docs, briefs, and reusable knowledge assets.","htmlUrl":"https://agentstaffer.com/role-families/content","jsonUrl":"https://agentstaffer.com/role-families/content.json"}],"recommendedPlaybooks":[{"id":"research-brief-team","name":"Research Brief Team","outcome":"Produce a sourced research memo with reusable context","description":"A team for gathering sources, synthesizing findings, and storing a traceable research outcome.","htmlUrl":"https://agentstaffer.com/playbooks/research-brief-team","jsonUrl":"https://agentstaffer.com/playbooks/research-brief-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/research-brief-team/launch-packet.json"},{"id":"sales-ops-team","name":"Sales Ops Team","outcome":"Automate a repeatable business workflow safely","description":"A bundle for customer, CRM, finance, support, and operations workflows that need tool access and audit notes.","htmlUrl":"https://agentstaffer.com/playbooks/sales-ops-team","jsonUrl":"https://agentstaffer.com/playbooks/sales-ops-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/sales-ops-team/launch-packet.json"}]},"data":[{"id":"explainx:agents-agentflow","slug":"explainx-agentflow","name":"Agentflow","summary":"Powerfully simple AI agent framework","type":"agent","source":"explainx","sourceUrl":"https://explainx.ai/agents/agentflow","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/mcp/explainx-agentflow","urls":{"profileJson":"https://agentstaffer.com/mcp/explainx-agentflow/profile.json","trustJson":"https://agentstaffer.com/mcp/explainx-agentflow/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-agentflow/trial.json","installJson":"https://agentstaffer.com/mcp/explainx-agentflow/install.json"}},{"id":"playbooks:skills-openclaw-skills-agentfolio","slug":"playbooks-agentfolio-skill-by-openclaw-skills","name":"agentfolio skill by openclaw/skills","summary":"This skill helps you discover and register autonomous ai agents, verify submissions, and embed agent badges across your projects.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agentfolio","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-josiahsiegel-claude-plugin-marketplace-agentforce-2025","slug":"playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace","name":"agentforce-2025 skill by josiahsiegel/claude-plugin-marketplace","summary":"Salesforce Agentforce AI agents and autonomous automation (2025)","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/josiahsiegel/claude-plugin-marketplace/agentforce-2025","roleFamily":"Workflow Automation","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/install.json"}},{"id":"aiagentsdirectory:agent-agentforge","slug":"aiagentsdirectory-agentforge","name":"AgentForge","summary":"A Python framework for creating, testing, and deploying LLM-powered agents.","type":"agent","source":"aiagentsdirectory","sourceUrl":"https://aiagentsdirectory.com/agent/agentforge","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["http","mcp","sdk"],"capabilities":["Multi-agent orchestration","Workflow automation","RAG","Coding assistance","Design assistance","Prompt operations","Web data extraction","MCP integration"],"profileUrl":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge","urls":{"profileJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/profile.json","trustJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/trust.json","trialJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/trial.json","installJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/install.json"}},{"id":"explainx:agents-agentgenesis","slug":"explainx-agentgenesis","name":"AgentGenesis","summary":"Seamlessly build custom RAG flows and AI agents using open-source, copy-paste components.","type":"agent","source":"explainx","sourceUrl":"https://explainx.ai/agents/agentgenesis","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/mcp/explainx-agentgenesis","urls":{"profileJson":"https://agentstaffer.com/mcp/explainx-agentgenesis/profile.json","trustJson":"https://agentstaffer.com/mcp/explainx-agentgenesis/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-agentgenesis/trial.json","installJson":"https://agentstaffer.com/mcp/explainx-agentgenesis/install.json"}},{"id":"playbooks:skills-openclaw-skills-agentgram","slug":"playbooks-agentgram-skill-by-openclaw-skills","name":"agentgram skill by openclaw/skills","summary":"This skill helps agents post, comment, and engage on AgentGram to build reputation and collaborative AI networks efficiently.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agentgram","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-agentgram-openclaw","slug":"playbooks-agentgram-openclaw-skill-by-openclaw-skills","name":"agentgram-openclaw skill by openclaw/skills","summary":"This skill helps agents interact with the AgentGram social network to post, comment, vote, follow, and build reputation via REST API.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agentgram-openclaw","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-agentgram-social","slug":"playbooks-agentgram-social-skill-by-openclaw-skills","name":"agentgram-social skill by openclaw/skills","summary":"This skill interacts with AgentGram's REST API to post, comment, vote, and follow agents while tracking reputation.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agentgram-social","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-agenthire","slug":"playbooks-agenthire-skill-by-openclaw-skills","name":"agenthire skill by openclaw/skills","summary":"This skill enables your OpenClaw agent to discover, hire, and pay AI agents on-chain via escrow for specialized tasks.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agenthire","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-agenthub","slug":"playbooks-agenthub-skill-by-openclaw-skills","name":"agenthub skill by openclaw/skills","summary":"This skill enables AI agents to securely message each other, manage inboxes, and sign requests using Ed25519 identities.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agenthub","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills/install.json"}},{"id":"mcpservers:servers-ragha02-deep-research-mcp","slug":"mcpservers-agentic-deep-researcher-mcp-server","name":"Agentic Deep Researcher MCP Server","summary":"A deep research agent powered by Crew AI and the LinkUp API. Browse Agentic Deep Researcher MCP Server for Claude, Cursor, VS Code, and other AI agents.","type":"tool","source":"mcpservers","sourceUrl":"https://mcpservers.org/servers/Ragha02/Deep-research-mcp","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package"],"profileUrl":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server","urls":{"profileJson":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server/profile.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server/trial.json","installJson":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server/install.json"}},{"id":"enterprisedna:directories-open-source-agentic-radar","slug":"enterprisedna-agentic-radar","name":"Agentic Radar","summary":"Agentic Radar is an open-source security scanner for LLM agentic workflows. It analyzes agent implementations for vulnerabilities such as prompt injection and insecure tool usage. The tool is written in Python and is designed to help developers audit their agentic systems.","type":"framework","source":"enterprisedna","sourceUrl":"https://enterprisedna.co/directories/open-source/agentic-radar/","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","cli","sdk"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar","urls":{"profileJson":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar/profile.json","trustJson":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar/trust.json","trialJson":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar/trial.json","installJson":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar/install.json"}}],"agents":[{"id":"explainx:agents-agentflow","slug":"explainx-agentflow","name":"Agentflow","summary":"Powerfully simple AI agent framework","type":"agent","source":"explainx","sourceUrl":"https://explainx.ai/agents/agentflow","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/mcp/explainx-agentflow","urls":{"profileJson":"https://agentstaffer.com/mcp/explainx-agentflow/profile.json","trustJson":"https://agentstaffer.com/mcp/explainx-agentflow/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-agentflow/trial.json","installJson":"https://agentstaffer.com/mcp/explainx-agentflow/install.json"}},{"id":"playbooks:skills-openclaw-skills-agentfolio","slug":"playbooks-agentfolio-skill-by-openclaw-skills","name":"agentfolio skill by openclaw/skills","summary":"This skill helps you discover and register autonomous ai agents, verify submissions, and embed agent badges across your projects.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agentfolio","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-josiahsiegel-claude-plugin-marketplace-agentforce-2025","slug":"playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace","name":"agentforce-2025 skill by josiahsiegel/claude-plugin-marketplace","summary":"Salesforce Agentforce AI agents and autonomous automation (2025)","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/josiahsiegel/claude-plugin-marketplace/agentforce-2025","roleFamily":"Workflow Automation","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","MCP integration","Chat interface","Reusable skill package","Design assistance","Prompt operations"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/install.json"}},{"id":"aiagentsdirectory:agent-agentforge","slug":"aiagentsdirectory-agentforge","name":"AgentForge","summary":"A Python framework for creating, testing, and deploying LLM-powered agents.","type":"agent","source":"aiagentsdirectory","sourceUrl":"https://aiagentsdirectory.com/agent/agentforge","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["http","mcp","sdk"],"capabilities":["Multi-agent orchestration","Workflow automation","RAG","Coding assistance","Design assistance","Prompt operations","Web data extraction","MCP integration"],"profileUrl":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge","urls":{"profileJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/profile.json","trustJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/trust.json","trialJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/trial.json","installJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/install.json"}},{"id":"explainx:agents-agentgenesis","slug":"explainx-agentgenesis","name":"AgentGenesis","summary":"Seamlessly build custom RAG flows and AI agents using open-source, copy-paste components.","type":"agent","source":"explainx","sourceUrl":"https://explainx.ai/agents/agentgenesis","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Chat interface","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/mcp/explainx-agentgenesis","urls":{"profileJson":"https://agentstaffer.com/mcp/explainx-agentgenesis/profile.json","trustJson":"https://agentstaffer.com/mcp/explainx-agentgenesis/trust.json","trialJson":"https://agentstaffer.com/mcp/explainx-agentgenesis/trial.json","installJson":"https://agentstaffer.com/mcp/explainx-agentgenesis/install.json"}},{"id":"playbooks:skills-openclaw-skills-agentgram","slug":"playbooks-agentgram-skill-by-openclaw-skills","name":"agentgram skill by openclaw/skills","summary":"This skill helps agents post, comment, and engage on AgentGram to build reputation and collaborative AI networks efficiently.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agentgram","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentgram-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-agentgram-openclaw","slug":"playbooks-agentgram-openclaw-skill-by-openclaw-skills","name":"agentgram-openclaw skill by openclaw/skills","summary":"This skill helps agents interact with the AgentGram social network to post, comment, vote, follow, and build reputation via REST API.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agentgram-openclaw","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentgram-openclaw-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-agentgram-social","slug":"playbooks-agentgram-social-skill-by-openclaw-skills","name":"agentgram-social skill by openclaw/skills","summary":"This skill interacts with AgentGram's REST API to post, comment, vote, and follow agents while tracking reputation.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agentgram-social","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agentgram-social-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-agenthire","slug":"playbooks-agenthire-skill-by-openclaw-skills","name":"agenthire skill by openclaw/skills","summary":"This skill enables your OpenClaw agent to discover, hire, and pay AI agents on-chain via escrow for specialized tasks.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agenthire","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agenthire-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-agenthub","slug":"playbooks-agenthub-skill-by-openclaw-skills","name":"agenthub skill by openclaw/skills","summary":"This skill enables AI agents to securely message each other, manage inboxes, and sign requests using Ed25519 identities.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/agenthub","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","MCP integration","Reusable skill package"],"profileUrl":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-agenthub-skill-by-openclaw-skills/install.json"}},{"id":"mcpservers:servers-ragha02-deep-research-mcp","slug":"mcpservers-agentic-deep-researcher-mcp-server","name":"Agentic Deep Researcher MCP Server","summary":"A deep research agent powered by Crew AI and the LinkUp API. Browse Agentic Deep Researcher MCP Server for Claude, Cursor, VS Code, and other AI agents.","type":"tool","source":"mcpservers","sourceUrl":"https://mcpservers.org/servers/Ragha02/Deep-research-mcp","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","http","cli"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package"],"profileUrl":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server","urls":{"profileJson":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server/profile.json","trustJson":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server/trust.json","trialJson":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server/trial.json","installJson":"https://agentstaffer.com/mcp/mcpservers-agentic-deep-researcher-mcp-server/install.json"}},{"id":"enterprisedna:directories-open-source-agentic-radar","slug":"enterprisedna-agentic-radar","name":"Agentic Radar","summary":"Agentic Radar is an open-source security scanner for LLM agentic workflows. It analyzes agent implementations for vulnerabilities such as prompt injection and insecure tool usage. The tool is written in Python and is designed to help developers audit their agentic systems.","type":"framework","source":"enterprisedna","sourceUrl":"https://enterprisedna.co/directories/open-source/agentic-radar/","roleFamily":"Coding & Development","fitScore":61,"trustTier":"Needs review","installReadiness":"MCP ready","reviewSignal":"Community review pending","placement":{"type":"organic","label":null,"active":false,"until":null,"affectsScores":false,"disclosure":"Organic category result ordered by the selected evidence sort."},"verifiedLaunch":{"active":false,"reportId":null,"reportUrl":null,"reportJson":null,"badgeSvg":null,"badgeExpiresAt":null,"sourceVersion":null,"versionBound":true},"protocolSupport":["mcp","cli","sdk"],"capabilities":["Workflow automation","RAG","Multi-agent orchestration","Coding assistance","Web data extraction","MCP integration","Reusable skill package","Design assistance"],"profileUrl":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar","urls":{"profileJson":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar/profile.json","trustJson":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar/trust.json","trialJson":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar/trial.json","installJson":"https://agentstaffer.com/mcp/enterprisedna-agentic-radar/install.json"}}],"pagination":{"page":220,"pageSize":12,"totalItems":4996,"totalPages":417,"nextPageUrl":"https://agentstaffer.com/roles/workflow-automation.json?page=221","prevPageUrl":"https://agentstaffer.com/roles/workflow-automation.json?page=219","nextHtmlUrl":"https://agentstaffer.com/roles/workflow-automation?page=221","prevHtmlUrl":"https://agentstaffer.com/roles/workflow-automation?page=219"},"filters":{"q":null,"protocol":null,"trust":null,"install":null,"sort":"relevance"},"availableFilters":{"protocols":[{"value":"mcp","label":"MCP","count":4987},{"value":"cli","label":"CLI","count":4875},{"value":"http","label":"HTTP","count":4814},{"value":"sdk","label":"SDK","count":2191},{"value":"a2a","label":"A2A","count":194}],"trust":[{"value":"needs-review","label":"Needs review","count":4790},{"value":"high-traction","label":"High traction","count":176},{"value":"verified-source","label":"Verified source","count":30}],"install":[{"value":"mcp-ready","label":"MCP ready","count":4987},{"value":"source-guide","label":"Source guide","count":7},{"value":"cli-likely","label":"CLI likely","count":2}]},"sortModes":["relevance","trust","updated","popularity","install_readiness","trial_readiness"],"rankingGuidance":{"best":{"preferredSort":"trust","secondarySort":"trial_readiness","rule":"For broad best-agent questions, prefer trusted candidates that are ready for a sandbox trial or promotion."},"popular":{"preferredSort":"popularity","rule":"For popularity questions, rank by source traction such as stars, downloads, or likes."},"latest":{"preferredSort":"updated","rule":"For latest/newest questions, rank by the newest visible source or index update."},"safeToInstall":{"preferredSort":"install_readiness","exclude":["high-risk listings","rejected listings","manual-review install paths"],"rule":"For safe-install questions, prefer ready MCP or CLI paths and still recommend a sandbox first run."},"uncertainFit":{"preferredSort":"relevance","rule":"When fit is unclear, fetch profile JSON and compare JSON before recommending hire or install."}},"paidPlacementPolicy":{"labeled":true,"categoryExposureEligible":true,"affectsScores":false,"rule":"Active Sponsored listings are presented in a labeled exposure block ahead of the organic evidence order; their underlying scores are unchanged."},"decisionGuide":{"rule":"Choose candidates by fit, install readiness, trust evidence, and a sandbox trial plan; do not recommend production install from this index alone.","topCandidates":[{"id":"explainx:agents-agentflow","name":"Agentflow","profileJson":"https://agentstaffer.com/mcp/explainx-agentflow/profile.json","installJson":"https://agentstaffer.com/mcp/explainx-agentflow/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-openclaw-skills-agentfolio","name":"agentfolio skill by openclaw/skills","profileJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agentfolio-skill-by-openclaw-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-josiahsiegel-claude-plugin-marketplace-agentforce-2025","name":"agentforce-2025 skill by josiahsiegel/claude-plugin-marketplace","profileJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-agentforce-2025-skill-by-josiahsiegel-claude-plugin-marketplace/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"aiagentsdirectory:agent-agentforge","name":"AgentForge","profileJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/profile.json","installJson":"https://agentstaffer.com/mcp/aiagentsdirectory-agentforge/install.json","nextAction":"fetch_profile_then_run_trial"}]},"stats":{"sourceBreakdown":[{"label":"playbooks","count":3713},{"label":"explainx","count":826},{"label":"mcpservers","count":247},{"label":"github","count":43},{"label":"remoteopenclaw","count":31},{"label":"enterprisedna","count":23}],"typeBreakdown":[{"label":"skill","count":3917},{"label":"agent","count":747},{"label":"tool","count":205},{"label":"workflow","count":110},{"label":"model","count":13},{"label":"framework","count":4}],"protocolBreakdown":[{"label":"MCP","count":4987},{"label":"CLI","count":4875},{"label":"HTTP","count":4814},{"label":"SDK","count":2191},{"label":"A2A","count":194}]},"retrievalHints":["Use data[].urls.profileJson for the full profile dossier.","Use data[].urls.installJson before attempting local installation.","Preserve q, protocol, trust, install, sort, page, and pageSize query parameters when paginating.","Prefer run_trial for candidates without external proof or community review.","Fetch the full profile package before action: profile.json, score.json, evidence.json, trust.json, trial.json, install.json, history.json, similar.json, dossier.md."],"discovery":{"roleDirectory":"https://agentstaffer.com/roles","roleIndex":"https://agentstaffer.com/roles.json","resources":"https://agentstaffer.com/resources.json","retrieval":"https://agentstaffer.com/retrieval.json","agentIndex":"https://agentstaffer.com/agents.json?role=workflow-automation&page=220","explore":"https://agentstaffer.com/explore?role=workflow-automation&page=220","sitemap":"https://agentstaffer.com/sitemap.xml","llmsTxt":"https://agentstaffer.com/llms.txt","openApi":"https://agentstaffer.com/openapi.json"}}