{"id":"cbb79519-f55c-4f1a-892b-8beb2ad88dd4","entityType":"agent","slug":"clawhub-fanyanggod-ecommerce-product-research","name":"Ecommerce Product Research","canonicalUrl":"https://www.xpersona.co/agent/clawhub-fanyanggod-ecommerce-product-research","canonicalPath":"/agent/clawhub-fanyanggod-ecommerce-product-research","generatedAt":"2026-10-10T05:02:02.744Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T13:37:59.205Z","emptyReason":null},"description":"Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds. Skill: Ecommerce Product Research Owner: fanyanggod Summary: Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds. Tags: latest:1.0.1 Version history: v1.0.1 | 2026-04-02T03:01:49.538Z | user - Updated setup instructions to clarify where to access the dashboard and obtain/manage API keys. - Added references to the official PipiAds and PipiSpy websites","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 2.6K downloads reported by the source. Last updated 10/9/2026.","installCommand":"clawhub skill install s176gtyby3x3jz51q780av8wjn83paxt:ecommerce-product-research","sourceUrl":"https://clawhub.ai/fanyanggod/ecommerce-product-research","homepage":"https://clawhub.ai/fanyanggod/skills/ecommerce-product-research","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/fanyanggod/ecommerce-product-research","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/fanyanggod/skills/ecommerce-product-research","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":54,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds. Skill: Ecommerce Product Research Owner"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T13:37:59.205Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-09T13:37:59.205Z","emptyReason":null},"stars":null,"forks":null,"downloads":2551,"packageName":null,"latestVersion":"1.0.1","tractionLabel":"2.6K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-09T13:37:59.205Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T13:37:59.205Z","lastCrawledAt":"2026-10-09T13:37:59.205Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-10T13:37:59.205Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.1","createdAt":"2026-04-02T03:01:49.538Z","changelog":"- Updated setup instructions to clarify where to access the dashboard and obtain/manage API keys. - Added references to the official PipiAds and PipiSpy websites for real-time data and API key management. - No functional or API changes were made.","fileCount":3,"zipByteSize":2666},{"version":"1.0.0","createdAt":"2026-04-01T07:02:59.971Z","changelog":"Initial release of ecommerce-product-research skill: - Enables ecommerce product and store research via TikTok and Facebook ad data, leveraging PipiAds. - Provides tools to search and analyze ads, products, advertisers, and stores. - Supports investigation of pricing, store competition, offer patterns, and market activity. - Requires a PipiAds API key for use; setup instructions provided. - Clear use cases and credit cost guidance included.","fileCount":2,"zipByteSize":1421}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s176gtyby3x3jz51q780av8wjn83paxt:ecommerce-product-research","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-10T05:02:02.743Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-fanyanggod-ecommerce-product-research/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-09T13:37:59.205Z","emptyReason":null},"readme":"Skill: Ecommerce Product Research\n\nOwner: fanyanggod\n\nSummary: Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds.\n\nTags: latest:1.0.1\n\nVersion history:\n\nv1.0.1 | 2026-04-02T03:01:49.538Z | user\n\n- Updated setup instructions to clarify where to access the dashboard and obtain/manage API keys.\n- Added references to the official PipiAds and PipiSpy websites for real-time data and API key management.\n- No functional or API changes were made.\n\nv1.0.0 | 2026-04-01T07:02:59.971Z | user\n\nInitial release of ecommerce-product-research skill:\n\n- Enables ecommerce product and store research via TikTok and Facebook ad data, leveraging PipiAds.\n- Provides tools to search and analyze ads, products, advertisers, and stores.\n- Supports investigation of pricing, store competition, offer patterns, and market activity.\n- Requires a PipiAds API key for use; setup instructions provided.\n- Clear use cases and credit cost guidance included.\n\nArchive index:\n\nArchive v1.0.1: 3 files, 2666 bytes\n\nFiles: skill-card.md (2123b), SKILL.md (2539b), _meta.json (145b)\n\nFile v1.0.1:SKILL.md\n\n---\nname: ecommerce-product-research\ndescription: Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds.\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - PIPIADS_API_KEY\n      bins:\n        - npm\n    install:\n      command: npm\n      args:\n        - install\n        - -g\n        - \"pipiads-mcp-server@1.0.3\"\n    primaryEnv: PIPIADS_API_KEY\n    emoji: \"📊\"\n    homepage: https://www.pipiads.com\n    mcpServers:\n      pipiads:\n        command: pipiads-mcp-server\n        env:\n          PIPIADS_API_KEY: \"{{PIPIADS_API_KEY}}\"\n---\n\n# Ecommerce Product Research\n\nUse this skill to research ecommerce products and stores through TikTok/Facebook ad signals plus product and store intelligence.\n\n## Setup\n\n1. Visit the official website at [https://pipiads.com/](https://pipiads.com/) to view real-time dashboard data and product UI.\n2. Visit [https://www.pipispy.com/](https://www.pipispy.com/) to get your API key and manage billing/recharge.\n3. Set the environment variable: `PIPIADS_API_KEY`\n\n## When to Use\n\n- Find ecommerce products heavily advertised on TikTok or Facebook\n- Compare product detail, pricing, landing pages, and storefront patterns\n- Research stores, advertisers, and competitive positioning\n- Validate whether a product or niche is active across both platforms\n\n## When NOT to Use\n\n- The user only wants monitoring workflows\n- The user only wants natural TikTok content\n- The user only wants TikTok Shop-specific analytics\n\n## Core Tools\n\n### Ads & Products\n- `search_ads`\n- `get_ad_detail`\n- `search_products`\n- `get_product_detail`\n- `search_adlibrary_products`\n- `get_adlibrary_product_detail`\n\n### Advertisers & Stores\n- `search_advertisers`\n- `get_advertiser_detail`\n- `search_stores`\n- `get_store_detail`\n- `get_store_competition`\n- `get_store_product_analysis`\n- `get_store_region_analysis`\n- `get_store_data_analysis`\n\n## Recommended Workflow\n\n1. Start with `search_products` or `search_ads` in the target niche.\n2. Inspect winning candidates with product and ad detail tools.\n3. Use advertiser and store tools to understand who is selling and how broadly they operate.\n4. Summarize pricing, offer pattern, landing-page structure, and competitive density.\n\n## Cost Awareness\n\nEach API call consumes credits from your PipiAds account:\n- **List/Search**: 1 credit per result returned\n- **Detail**: 1 credit per request (free if queried within 3 days)\n\nAsk for category, price band, region, and platform before running broad ecommerce queries.\n\nFile v1.0.1:_meta.json\n\n{\n  \"ownerId\": \"kn7a9wjdkz1h0p6874x2x3ff8183pj65\",\n  \"slug\": \"ecommerce-product-research\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1775098909538\n}\n\nFile v1.0.1:skill-card.md\n\n## Description:\n\nResearch ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[fanyanggod](https://clawhub.ai/user/fanyanggod)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users and ecommerce researchers use this skill to investigate products, ads, advertisers, and stores across TikTok and Facebook using PipiAds data. It supports comparing pricing, landing pages, storefront patterns, and competitive density before running broad queries.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill installs a third-party npm MCP server that is external code and not bundled in the artifact for review.\n\nMitigation: Review the npm package before installation, keep the package pinned to the documented version, and install only in environments approved for third-party MCP servers.\n\nRisk: The integration requires a PipiAds API key, and broad searches can consume account credits.\n\nMitigation: Use the least-exposed API key available, monitor credit usage, and collect category, price band, region, and platform before broad ecommerce queries.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/fanyanggod/skills/ecommerce-product-research)\n- [PipiAds](https://www.pipiads.com)\n- [PipiSpy](https://www.pipispy.com/)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown guidance with setup commands, MCP tool suggestions, and ecommerce research summaries]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May recommend PipiAds MCP tool calls; API calls consume PipiAds account credits.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release metadata, released 2026-04-02)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.\n\nArchive v1.0.0: 2 files, 1421 bytes\n\nFiles: SKILL.md (2363b), _meta.json (145b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: ecommerce-product-research\ndescription: Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds.\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - PIPIADS_API_KEY\n      bins:\n        - npm\n    install:\n      command: npm\n      args:\n        - install\n        - -g\n        - \"pipiads-mcp-server@1.0.3\"\n    primaryEnv: PIPIADS_API_KEY\n    emoji: \"📊\"\n    homepage: https://www.pipiads.com\n    mcpServers:\n      pipiads:\n        command: pipiads-mcp-server\n        env:\n          PIPIADS_API_KEY: \"{{PIPIADS_API_KEY}}\"\n---\n\n# Ecommerce Product Research\n\nUse this skill to research ecommerce products and stores through TikTok/Facebook ad signals plus product and store intelligence.\n\n## Setup\n\n1. Get your API key at [pipiads.com](https://www.pipiads.com)\n2. Set the environment variable: `PIPIADS_API_KEY`\n\n## When to Use\n\n- Find ecommerce products heavily advertised on TikTok or Facebook\n- Compare product detail, pricing, landing pages, and storefront patterns\n- Research stores, advertisers, and competitive positioning\n- Validate whether a product or niche is active across both platforms\n\n## When NOT to Use\n\n- The user only wants monitoring workflows\n- The user only wants natural TikTok content\n- The user only wants TikTok Shop-specific analytics\n\n## Core Tools\n\n### Ads & Products\n- `search_ads`\n- `get_ad_detail`\n- `search_products`\n- `get_product_detail`\n- `search_adlibrary_products`\n- `get_adlibrary_product_detail`\n\n### Advertisers & Stores\n- `search_advertisers`\n- `get_advertiser_detail`\n- `search_stores`\n- `get_store_detail`\n- `get_store_competition`\n- `get_store_product_analysis`\n- `get_store_region_analysis`\n- `get_store_data_analysis`\n\n## Recommended Workflow\n\n1. Start with `search_products` or `search_ads` in the target niche.\n2. Inspect winning candidates with product and ad detail tools.\n3. Use advertiser and store tools to understand who is selling and how broadly they operate.\n4. Summarize pricing, offer pattern, landing-page structure, and competitive density.\n\n## Cost Awareness\n\nEach API call consumes credits from your PipiAds account:\n- **List/Search**: 1 credit per result returned\n- **Detail**: 1 credit per request (free if queried within 3 days)\n\nAsk for category, price band, region, and platform before running broad ecommerce queries.\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn7a9wjdkz1h0p6874x2x3ff8183pj65\",\n  \"slug\": \"ecommerce-product-research\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1775026979971\n}","readmeExcerpt":"Skill: Ecommerce Product Research Owner: fanyanggod Summary: Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds. Tags: latest:1.0.1 Version history: v1.0.1 | 2026-04-02T03:01:49.538Z | user - Updated setup instructions to clarify where to access the dashboard and obtain/manage API keys. - Added references to the official PipiAds and PipiSpy websites","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: ecommerce-product-research\ndescription: Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds.\nmetadata:\n  openclaw:\n    requires:\n      env:\n        - PIPIADS_API_KEY\n      bins:\n        - npm\n    install:\n      command: npm\n      args:\n        - install\n        - -g\n        - \"pipiads-mcp-server@1.0.3\"\n    primaryEnv: PIPIADS_API_KEY\n    emoji: \"📊\"\n    homepage: https://www.pipiads.com\n    mcpServers:\n      pipiads:\n        command: pipiads-mcp-server\n        env:\n          PIPIADS_API_KEY: \"{{PIPIADS_API_KEY}}\"\n---\n\n# Ecommerce Product Research\n\nUse this skill to research ecommerce products and stores through TikTok/Facebook ad signals plus product and store intelligence.\n\n## Setup\n\n1. Visit the official website at [https://pipiads.com/](https://pipiads.com/) to view real-time dashboard data and product UI.\n2. Visit [https://www.pipispy.com/](https://www.pipispy.com/) to get your API key and manage billing/recharge.\n3. Set the environment variable: `PIPIADS_API_KEY`\n\n## When to Use\n\n- Find ecommerce products heavily advertised on TikTok or Facebook\n- Compare product detail, pricing, landing pages, and storefront patterns\n- Research stores, advertisers, and competitive positioning\n- Validate whether a product or niche is active across both platforms\n\n## When NOT to Use\n\n- The user only wants monitoring workflows\n- The user only wants natural TikTok content\n- The user only wants TikTok Shop-specific analytics\n\n## Core Tools\n\n### Ads & Products\n- `search_ads`\n- `get_ad_detail`\n- `search_products`\n- `get_product_detail`\n- `search_adlibrary_products`\n- `get_adlibrary_product_detail`\n\n### Advertisers & Stores\n- `search_advertisers`\n- `get_advertiser_detail`\n- `search_stores`\n- `get_store_detail`\n- `get_store_competition`\n- `get_store_product_analysis`\n- `get_store_region_analysis`\n- `get_store_data_analysis`\n\n## Recommended Workflow\n\n1. Start with `search_products` or `search_ads` in the target niche.\n2. Inspect winning candidates with product and ad detail tools.\n3. Use advertiser and store tools to understand who is selling and how broadly they operate.\n4. Summarize pricing, offer pattern, landing-page structure, and competitive density.\n\n## Cost Awareness\n\nEach API call consumes credits from your PipiAds account:\n- **List/Search**: 1 credit per result returned\n- **Detail**: 1 credit per request (free if queried within 3 days)\n\nAsk for category, price band, region, and platform before running broad ecommerce queries."},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn7a9wjdkz1h0p6874x2x3ff8183pj65\",\n  \"slug\": \"ecommerce-product-research\",\n  \"version\": \"1.0.1\",\n  \"publishedAt\": 1775098909538\n}"},{"path":"skill-card.md","content":"## Description:\n\nResearch ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[fanyanggod](https://clawhub.ai/user/fanyanggod)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users and ecommerce researchers use this skill to investigate products, ads, advertisers, and stores across TikTok and Facebook using PipiAds data. It supports comparing pricing, landing pages, storefront patterns, and competitive density before running broad queries.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: The skill installs a third-party npm MCP server that is external code and not bundled in the artifact for review.\n\nMitigation: Review the npm package before installation, keep the package pinned to the documented version, and install only in environments approved for third-party MCP servers.\n\nRisk: The integration requires a PipiAds API key, and broad searches can consume account credits.\n\nMitigation: Use the least-exposed API key available, monitor credit usage, and collect category, price band, region, and platform before broad ecommerce queries.\n\n## Reference(s):\n\n- [ClawHub skill page](https://clawhub.ai/fanyanggod/skills/ecommerce-product-research)\n- [PipiAds](https://www.pipiads.com)\n- [PipiSpy](https://www.pipispy.com/)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Shell commands, Configuration, Guidance]\n\n**Output Format:** [Markdown guidance with setup commands, MCP tool suggestions, and ecommerce research summaries]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [May recommend PipiAds MCP tool calls; API calls consume PipiAds account credits.]\n\n## Skill Version(s):\n\n1.0.1 (source: server release metadata, released 2026-04-02)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment."}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds. Skill: Ecommerce Product Research Owner: fanyanggod Summary: Research ecommerce products and stores using TikTok and Facebook ads, product data, and store intelligence from PipiAds. Tags: latest:1.0.1 Version history: v1.0.1 | 2026-04-02T03:01:49.538Z | user - Updated setup instructions to clarify where to access the dashboard and obtain/manage API keys. - Added references to the official PipiAds and PipiSpy websites","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":1079,"uniquenessScore":47,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T13:37:59.205Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T13:37:59.205Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-10T05:02:02.744Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}