{"domain":"advancelabs.dev","name":"Advance Labs Inc.","url":"https://inite.ai/en/atlas/advancelabs.dev","site":"https://advancelabs.dev","summary":"Advance Labs' open-source tools: ninebrains runs several coding agents in parallel, and an AEO toolkit tests whether AI assistants name a website as a source.","forWhom":"local businesses that want Google and AI assistants to find and cite their website","useCases":["run several coding agents at once","check whether AI assistants cite a website","fix outdated business addresses across listings and sites"],"categories":["dev"],"pricing":null,"priceMoves":[],"interfaces":{"readOn":"2026-10-31","apiDocs":null,"openapi":null,"mcp":[{"name":"dev.advancelabs/aeo-backlink","tie":"namespace","registered":true,"remotes":["https://aeo.advancelabs.dev/api/mcp/backlink/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-31","toolCount":7,"tools":["find_mentions","find_prospects","find_competitor_link_sources","verify_page_links","extract_contact_info","check_page_history","generate_outreach_email"],"serverName":"aeo-backlink-mcp"}},{"name":"dev.advancelabs/aeo-search","tie":"namespace","registered":true,"remotes":["https://aeo.advancelabs.dev/api/mcp/search/mcp"],"packages":[],"probe":{"state":"auth","checkedOn":"2026-10-31","toolCount":null,"tools":[],"serverName":null}},{"name":"dev.advancelabs/aeo-visibility","tie":"namespace","registered":true,"remotes":["https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-31","toolCount":5,"tools":["analyze_website_aeo","check_ai_visibility","discover_ranking_prompts","get_visibility_report","compare_competitor_visibility"],"serverName":"aeo-visibility-mcp"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://aeo.advancelabs.dev/api/mcp/backlink/mcp","checkedSince":"2026-10-31","dailyChecks":3,"uptimePercent":null,"medianMs":390,"signIn":"none","clientRegistration":null,"tools":7,"contextTokens":1390,"definitionsGrade":"A","definitionsScore":98,"typedResults":0,"failingChecks":{"params_described":1},"warnings":{},"coverage":{"share":null,"cases":[{"useCase":"run several coding agents at once","verdict":"unsure","firstTool":null,"checks":null},{"useCase":"check whether AI assistants cite a website","verdict":"unsure","firstTool":null,"checks":null},{"useCase":"fix outdated business addresses across listings and sites","verdict":"not_covered","firstTool":null,"checks":null}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":3},"score":null,"advice":{"verdict":"unproven","why":["whether its tools do the product's job has not been judged yet","checked on 3 of the 7 days it takes to judge reliability"],"how":[]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","llmsTxt"],"mcp":[{"name":"dev.advancelabs/aeo-backlink","url":"https://aeo.advancelabs.dev/api/mcp/backlink/mcp","answers":"open","checkedOn":"2026-10-31","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=dev.advancelabs%2Faeo-backlink","config":{"mcpServers":{"advancelabs":{"url":"https://aeo.advancelabs.dev/api/mcp/backlink/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http advancelabs https://aeo.advancelabs.dev/api/mcp/backlink/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=advancelabs&config=eyJ1cmwiOiJodHRwczovL2Flby5hZHZhbmNlbGFicy5kZXYvYXBpL21jcC9iYWNrbGluay9tY3AifQ%3D%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22advancelabs%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Faeo.advancelabs.dev%2Fapi%2Fmcp%2Fbacklink%2Fmcp%22%7D","connector":{"url":"https://aeo.advancelabs.dev/api/mcp/backlink/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}},{"name":"dev.advancelabs/aeo-visibility","url":"https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp","answers":"open","checkedOn":"2026-10-31","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=dev.advancelabs%2Faeo-visibility","config":{"mcpServers":{"advancelabs":{"url":"https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http advancelabs https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=advancelabs&config=eyJ1cmwiOiJodHRwczovL2Flby5hZHZhbmNlbGFicy5kZXYvYXBpL21jcC9haS12aXNpYmlsaXR5L21jcCJ9","vscode":"vscode:mcp/install?%7B%22name%22%3A%22advancelabs%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Faeo.advancelabs.dev%2Fapi%2Fmcp%2Fai-visibility%2Fmcp%22%7D","connector":{"url":"https://aeo.advancelabs.dev/api/mcp/ai-visibility/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}},{"name":"dev.advancelabs/aeo-search","url":"https://aeo.advancelabs.dev/api/mcp/search/mcp","answers":"sign-in","checkedOn":"2026-10-31","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=dev.advancelabs%2Faeo-search","config":{"mcpServers":{"advancelabs":{"url":"https://aeo.advancelabs.dev/api/mcp/search/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http advancelabs https://aeo.advancelabs.dev/api/mcp/search/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=advancelabs&config=eyJ1cmwiOiJodHRwczovL2Flby5hZHZhbmNlbGFicy5kZXYvYXBpL21jcC9zZWFyY2gvbWNwIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22advancelabs%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Faeo.advancelabs.dev%2Fapi%2Fmcp%2Fsearch%2Fmcp%22%7D","connector":{"url":"https://aeo.advancelabs.dev/api/mcp/search/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":null,"apiDocs":null,"llmsTxt":"https://advancelabs.dev/llms.txt","status":null,"readOn":"2026-10-31"},"trust":{"readOn":"2026-10-31","certifications":[],"training":null},"used":null,"alive":100,"traits":null,"verifiedPlans":null,"fromVendor":null}