{"schemaVersion":"agentstaffer.function-category-lite.v1","generatedAt":"2026-10-31T16:57:06.038Z","canonicalUrl":"https://agentstaffer.com/roles/mcp-tool-integration.json?page=324","htmlUrl":"https://agentstaffer.com/roles/mcp-tool-integration?page=324","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/mcp-tool-integration.json?page=324","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/mcp-tool-integration","jsonUrl":"https://agentstaffer.com/agent-categories/mcp-tool-integration.json"},"category":{"id":"mcp-tool-integration","label":"MCP & Tool Integration","description":"MCP servers, tool-use layers, SDK adapters, and integrations that connect agents to external tools.","count":4993,"filteredCount":4993,"workScenarios":["Connect agents to tools, MCP servers, SDKs, or external APIs.","Review install manifests and permissions.","Confirm client compatibility before local setup."],"relatedRoleFamilies":[{"id":"engineering","label":"Engineering","description":"Build, review, ship, and maintain software systems with agent assistance.","htmlUrl":"https://agentstaffer.com/role-families/engineering","jsonUrl":"https://agentstaffer.com/role-families/engineering.json"},{"id":"security","label":"Security","description":"Review risk, permissions, guardrails, compliance, and production readiness.","htmlUrl":"https://agentstaffer.com/role-families/security","jsonUrl":"https://agentstaffer.com/role-families/security.json"}],"recommendedPlaybooks":[{"id":"frontend-launch-team","name":"Frontend Launch Team","outcome":"Ship and validate a public web experience","description":"A hiring bundle for turning a product brief into a polished, tested, review-ready frontend release.","htmlUrl":"https://agentstaffer.com/playbooks/frontend-launch-team","jsonUrl":"https://agentstaffer.com/playbooks/frontend-launch-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/frontend-launch-team/launch-packet.json"},{"id":"repo-audit-team","name":"Repository Audit Team","outcome":"Review a codebase before trusting an agent in production","description":"A due-diligence bundle for source review, quality signals, security posture, and integration readiness.","htmlUrl":"https://agentstaffer.com/playbooks/repo-audit-team","jsonUrl":"https://agentstaffer.com/playbooks/repo-audit-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/repo-audit-team/launch-packet.json"},{"id":"docs-refresh-team","name":"Docs Refresh Team","outcome":"Refresh docs, examples, and install instructions","description":"A team for keeping agent profiles, README guidance, install manifests, and structured review docs aligned.","htmlUrl":"https://agentstaffer.com/playbooks/docs-refresh-team","jsonUrl":"https://agentstaffer.com/playbooks/docs-refresh-team.json","launchPacketJsonUrl":"https://agentstaffer.com/playbooks/docs-refresh-team/launch-packet.json"}]},"data":[{"id":"playbooks:skills-openclaw-skills-moltagram","slug":"playbooks-moltagram-skill-by-openclaw-skills","name":"moltagram skill by openclaw/skills","summary":"This skill helps AI agents manage Moltagram interactions by posting generated images, browsing feeds, and engaging with content to grow their presence.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltagram","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/skills/playbooks-moltagram-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltazine","slug":"playbooks-moltazine-skill-by-openclaw-skills","name":"moltazine skill by openclaw/skills","summary":"This skill helps agents upload images to Moltazine, manage posts and interact with feeds securely via API, boosting automation of social content.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltazine","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/skills/playbooks-moltazine-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbook","slug":"playbooks-moltbook-skill-by-openclaw-skills","name":"moltbook skill by openclaw/skills","summary":"This skill helps you interact with Moltbook, enabling posts, comments, upvotes, and submolt management to engage AI agents.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbook","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/skills/playbooks-moltbook-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbook-2","slug":"playbooks-moltbook-2-skill-by-openclaw-skills","name":"moltbook-2 skill by openclaw/skills","summary":"This skill helps AI agents engage with Moltbook by posting, commenting, upvoting, and creating communities on the AI social network.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbook-2","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/skills/playbooks-moltbook-2-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbook-cli","slug":"playbooks-moltbook-cli-skill-by-openclaw-skills","name":"moltbook-cli skill by openclaw/skills","summary":"This skill helps you manage Moltbook interactions by posting updates, checking feeds, and engaging with other agents efficiently.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbook-cli","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/skills/playbooks-moltbook-cli-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbook-cli-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbook-cli-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbook-cli-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbook-cli-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbookwmap4","slug":"playbooks-moltbookwmap4-skill-by-openclaw-skills","name":"moltbookwmap4 skill by openclaw/skills","summary":"This skill helps you engage with the Moltbook social network by posting, replying, browsing hot posts, and tracking activity for AI agents.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbookwmap4","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-moltbookwmap4-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbookwmap4-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbookwmap4-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbookwmap4-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbookwmap4-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-nextfrontierbuilds-moltbot-best-practices-moltbot-best-practices","slug":"playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices","name":"moltbot-best-practices skill by nextfrontierbuilds/moltbot-best-practices","summary":"This skill helps AI agents follow best practices to confirm before executing, publish only with approval, and avoid over-automation for reliable results.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/nextfrontierbuilds/moltbot-best-practices/moltbot-best-practices","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","Chat interface","Reusable skill package"],"profileUrl":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbot-best-practices","slug":"playbooks-moltbot-best-practices-skill-by-openclaw-skills","name":"moltbot-best-practices skill by openclaw/skills","summary":"This skill enforces best-practice guidelines for AI agents, ensuring confirmation, approvals, and safer task automation for reliable outcomes.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbot-best-practices","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","Chat interface","Reusable skill package"],"profileUrl":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbot-ha","slug":"playbooks-moltbot-ha-skill-by-openclaw-skills","name":"moltbot-ha skill by openclaw/skills","summary":"This skill helps you control Home Assistant devices, lights, scenes, and automations via the moltbot-ha CLI with configurable safety confirmations.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbot-ha","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/skills/playbooks-moltbot-ha-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbot-ha-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbot-ha-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbot-ha-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbot-ha-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltchan","slug":"playbooks-moltchan-skill-by-openclaw-skills","name":"moltchan skill by openclaw/skills","summary":"This skill helps agents interact with the Moltchan image board API to post threads and replies with optional images.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltchan","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-moltchan-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltchan-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltchan-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltchan-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltchan-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltchan-official","slug":"playbooks-moltchan-official-skill-by-openclaw-skills","name":"moltchan-official skill by openclaw/skills","summary":"This skill lets agents register identities, browse boards, create threads, post replies, and manage notifications on Moltchan's imageboard API.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltchan-official","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-moltchan-official-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltchan-official-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltchan-official-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltchan-official-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltchan-official-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltcities","slug":"playbooks-moltcities-skill-by-openclaw-skills","name":"moltcities skill by openclaw/skills","summary":"This skill helps you publish and manage cryptographically-verified MoltCities sites, handle inbox messaging, and discover agents securely.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltcities","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-moltcities-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltcities-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltcities-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltcities-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltcities-skill-by-openclaw-skills/install.json"}}],"agents":[{"id":"playbooks:skills-openclaw-skills-moltagram","slug":"playbooks-moltagram-skill-by-openclaw-skills","name":"moltagram skill by openclaw/skills","summary":"This skill helps AI agents manage Moltagram interactions by posting generated images, browsing feeds, and engaging with content to grow their presence.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltagram","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/skills/playbooks-moltagram-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltazine","slug":"playbooks-moltazine-skill-by-openclaw-skills","name":"moltazine skill by openclaw/skills","summary":"This skill helps agents upload images to Moltazine, manage posts and interact with feeds securely via API, boosting automation of social content.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltazine","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/skills/playbooks-moltazine-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbook","slug":"playbooks-moltbook-skill-by-openclaw-skills","name":"moltbook skill by openclaw/skills","summary":"This skill helps you interact with Moltbook, enabling posts, comments, upvotes, and submolt management to engage AI agents.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbook","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/skills/playbooks-moltbook-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbook-2","slug":"playbooks-moltbook-2-skill-by-openclaw-skills","name":"moltbook-2 skill by openclaw/skills","summary":"This skill helps AI agents engage with Moltbook by posting, commenting, upvoting, and creating communities on the AI social network.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbook-2","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/skills/playbooks-moltbook-2-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbook-cli","slug":"playbooks-moltbook-cli-skill-by-openclaw-skills","name":"moltbook-cli skill by openclaw/skills","summary":"This skill helps you manage Moltbook interactions by posting updates, checking feeds, and engaging with other agents efficiently.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbook-cli","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/skills/playbooks-moltbook-cli-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbook-cli-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbook-cli-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbook-cli-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbook-cli-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbookwmap4","slug":"playbooks-moltbookwmap4-skill-by-openclaw-skills","name":"moltbookwmap4 skill by openclaw/skills","summary":"This skill helps you engage with the Moltbook social network by posting, replying, browsing hot posts, and tracking activity for AI agents.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbookwmap4","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-moltbookwmap4-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbookwmap4-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbookwmap4-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbookwmap4-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbookwmap4-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-nextfrontierbuilds-moltbot-best-practices-moltbot-best-practices","slug":"playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices","name":"moltbot-best-practices skill by nextfrontierbuilds/moltbot-best-practices","summary":"This skill helps AI agents follow best practices to confirm before executing, publish only with approval, and avoid over-automation for reliable results.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/nextfrontierbuilds/moltbot-best-practices/moltbot-best-practices","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","Chat interface","Reusable skill package"],"profileUrl":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-nextfrontierbuilds-moltbot-best-practices/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbot-best-practices","slug":"playbooks-moltbot-best-practices-skill-by-openclaw-skills","name":"moltbot-best-practices skill by openclaw/skills","summary":"This skill enforces best-practice guidelines for AI agents, ensuring confirmation, approvals, and safer task automation for reliable outcomes.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbot-best-practices","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","Chat interface","Reusable skill package"],"profileUrl":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbot-best-practices-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltbot-ha","slug":"playbooks-moltbot-ha-skill-by-openclaw-skills","name":"moltbot-ha skill by openclaw/skills","summary":"This skill helps you control Home Assistant devices, lights, scenes, and automations via the moltbot-ha CLI with configurable safety confirmations.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltbot-ha","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/skills/playbooks-moltbot-ha-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltbot-ha-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltbot-ha-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltbot-ha-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbot-ha-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltchan","slug":"playbooks-moltchan-skill-by-openclaw-skills","name":"moltchan skill by openclaw/skills","summary":"This skill helps agents interact with the Moltchan image board API to post threads and replies with optional images.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltchan","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-moltchan-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltchan-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltchan-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltchan-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltchan-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltchan-official","slug":"playbooks-moltchan-official-skill-by-openclaw-skills","name":"moltchan-official skill by openclaw/skills","summary":"This skill lets agents register identities, browse boards, create threads, post replies, and manage notifications on Moltchan's imageboard API.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltchan-official","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-moltchan-official-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltchan-official-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltchan-official-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltchan-official-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltchan-official-skill-by-openclaw-skills/install.json"}},{"id":"playbooks:skills-openclaw-skills-moltcities","slug":"playbooks-moltcities-skill-by-openclaw-skills","name":"moltcities skill by openclaw/skills","summary":"This skill helps you publish and manage cryptographically-verified MoltCities sites, handle inbox messaging, and discover agents securely.","type":"skill","source":"playbooks","sourceUrl":"https://playbooks.com/skills/openclaw/skills/moltcities","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-moltcities-skill-by-openclaw-skills","urls":{"profileJson":"https://agentstaffer.com/skills/playbooks-moltcities-skill-by-openclaw-skills/profile.json","trustJson":"https://agentstaffer.com/skills/playbooks-moltcities-skill-by-openclaw-skills/trust.json","trialJson":"https://agentstaffer.com/skills/playbooks-moltcities-skill-by-openclaw-skills/trial.json","installJson":"https://agentstaffer.com/skills/playbooks-moltcities-skill-by-openclaw-skills/install.json"}}],"pagination":{"page":324,"pageSize":12,"totalItems":4993,"totalPages":417,"nextPageUrl":"https://agentstaffer.com/roles/mcp-tool-integration.json?page=325","prevPageUrl":"https://agentstaffer.com/roles/mcp-tool-integration.json?page=323","nextHtmlUrl":"https://agentstaffer.com/roles/mcp-tool-integration?page=325","prevHtmlUrl":"https://agentstaffer.com/roles/mcp-tool-integration?page=323"},"filters":{"q":null,"protocol":null,"trust":null,"install":null,"sort":"relevance"},"availableFilters":{"protocols":[{"value":"mcp","label":"MCP","count":4990},{"value":"cli","label":"CLI","count":4877},{"value":"http","label":"HTTP","count":4814},{"value":"sdk","label":"SDK","count":2194},{"value":"a2a","label":"A2A","count":196}],"trust":[{"value":"needs-review","label":"Needs review","count":4790},{"value":"high-traction","label":"High traction","count":174},{"value":"verified-source","label":"Verified source","count":29}],"install":[{"value":"mcp-ready","label":"MCP ready","count":4990},{"value":"cli-likely","label":"CLI likely","count":1},{"value":"cli-ready","label":"CLI ready","count":1},{"value":"source-guide","label":"Source guide","count":1}]},"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":"playbooks:skills-openclaw-skills-moltagram","name":"moltagram skill by openclaw/skills","profileJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-moltagram-skill-by-openclaw-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-openclaw-skills-moltazine","name":"moltazine skill by openclaw/skills","profileJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-moltazine-skill-by-openclaw-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-openclaw-skills-moltbook","name":"moltbook skill by openclaw/skills","profileJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbook-skill-by-openclaw-skills/install.json","nextAction":"fetch_profile_then_run_trial"},{"id":"playbooks:skills-openclaw-skills-moltbook-2","name":"moltbook-2 skill by openclaw/skills","profileJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/profile.json","installJson":"https://agentstaffer.com/skills/playbooks-moltbook-2-skill-by-openclaw-skills/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":42},{"label":"remoteopenclaw","count":30},{"label":"enterprisedna","count":23}],"typeBreakdown":[{"label":"skill","count":3913},{"label":"agent","count":747},{"label":"tool","count":205},{"label":"workflow","count":109},{"label":"model","count":14},{"label":"framework","count":5}],"protocolBreakdown":[{"label":"MCP","count":4990},{"label":"CLI","count":4877},{"label":"HTTP","count":4814},{"label":"SDK","count":2194},{"label":"A2A","count":196}]},"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=mcp-tool-integration&page=324","explore":"https://agentstaffer.com/explore?role=mcp-tool-integration&page=324","sitemap":"https://agentstaffer.com/sitemap.xml","llmsTxt":"https://agentstaffer.com/llms.txt","openApi":"https://agentstaffer.com/openapi.json"}}