{"name":"io.github.SerpstatGlobal/llm-brand-monitor","slug":"serpstatglobal-llm-brand-monitor","title":"LLM Brand Monitor","description":"Track how 350+ AI models mention your brand — manage projects, run scans, analyze results","url":"https://mcp.market/server/serpstatglobal-llm-brand-monitor","rating":null,"grade":"B","score":74,"certified":false,"status":"active","category":"ai","tags":["ai"],"presence":{"score":20,"stars":1,"forks":0,"downloads_week":39,"last_push_at":"2026-04-22T19:10:32.000Z","license":"MIT"},"uptime":null,"claimed":false,"transport":"npm","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/SerpstatGlobal/llm-brand-monitor-mcp","website":"https://llmbrandmonitor.com","version":"1.0.1","remotes":[],"packages":[{"registryType":"npm","identifier":"@serpstat/llm-brand-monitor-mcp","version":"1.0.1","runtimeHint":"npx","transport":{"type":"stdio"},"environmentVariables":[{"description":"API key from llmbrandmonitor.com/profile","isRequired":true,"isSecret":true,"name":"LBM_API_KEY"}]}],"tools":[{"name":"lbm_add_prompts","description":"WHEN TO USE: To add one or more monitoring prompts to a project. Prompts are the questions asked to LLMs (e.g. \"What are the best tools for X?\").","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_archive_project","description":"WHEN TO USE: To archive a project that is no longer needed. Archived projects are hidden but not deleted.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_create_project","description":"WHEN TO USE: To create a new brand monitoring project.","write_action":true,"price_micros":0,"input_schema":null},{"name":"lbm_delete_prompt","description":"WHEN TO USE: To remove a specific prompt from a project.","write_action":true,"price_micros":0,"input_schema":null},{"name":"lbm_get_history","description":"WHEN TO USE: To see competitor mention trends over time — which competitors were mentioned by LLMs across multiple scans and how their visibility changed.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_get_project","description":"WHEN TO USE: To get full details of a specific brand monitoring project including all prompts.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_get_scan_status","description":"WHEN TO USE: To check the status of a running or completed scan.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_get_transcript","description":"WHEN TO USE: To read the full verbatim LLM response for a specific monitoring result.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_get_usage","description":"WHEN TO USE: To check credit balance and usage statistics. Call this before lbm_run_scan to confirm the user has enough credits.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_list_competitors","description":"WHEN TO USE: To see which competitor brands were mentioned by LLMs in responses to this project's prompts.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_list_links","description":"WHEN TO USE: To see which URLs and domains LLMs cited in their responses — useful for understanding what sources AI models trust for this topic.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_list_models","description":"WHEN TO USE: To discover which LLM models are available for brand monitoring scans.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_list_projects","description":"WHEN TO USE: To get a list of all brand monitoring projects for the current user.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_list_results","description":"WHEN TO USE: To get monitoring results for a project — how LLMs responded to brand monitoring prompts.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_list_scans","description":"WHEN TO USE: To see the scan history for a project — all past and current scans with their statuses.","write_action":false,"price_micros":0,"input_schema":null},{"name":"lbm_run_scan","description":"WHEN TO USE: To start a new monitoring scan for a project — sends prompts to all configured LLMs and collects responses.","write_action":true,"price_micros":0,"input_schema":null},{"name":"lbm_update_project","description":"WHEN TO USE: To update project name, models, or auto monitoring settings. Only provided fields are updated.","write_action":true,"price_micros":0,"input_schema":null}],"scan":{"score":74,"grade":"B","scanned_at":"2026-09-27T22:32:03.439Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-27T22:32:03.403Z","components":{"code":{"score":25,"max":25,"notes":["25 source files scanned"]},"reliability":{"score":-1,"max":20,"notes":["no gateway calls yet and no remote to probe"]},"poisoning":{"score":-1,"max":15,"notes":["tools not inspected (local package is not executed); not counted"]},"auth":{"score":6,"max":15,"notes":["static API keys via environment variables"]},"maintenance":{"score":8,"max":15,"notes":["last push 158 days ago"]},"identity":{"score":9,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"packages":[{"registryType":"npm","identifier":"@serpstat/llm-brand-monitor-mcp","version":"1.0.1","found":true,"license":"MIT","hasInstallScripts":false,"dependencyCount":2,"publishedAt":"2026-04-22T19:07:49.241Z","repositoryUrl":"git+https://github.com/SerpstatGlobal/llm-brand-monitor-mcp.git","weeklyDownloads":39}],"repo":{"found":true,"owner":"SerpstatGlobal","repo":"llm-brand-monitor-mcp","archived":false,"pushedAt":"2026-04-22T19:10:32Z","stars":1,"forks":0,"openIssues":0,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/28729578?v=4","ownerCreatedAt":"2017-05-16T11:00:58Z","license":"MIT"},"icon":{"url":"https://llmbrandmonitor.com/icon-light.svg","source":"registry"},"presence":{"stars":1,"forks":0,"downloadsWeek":39,"license":"MIT","lastPushAt":"2026-04-22T19:10:32.000Z","score":20}}}},"grade_history":[],"reviews":[]}