{"domain":"topcoatly.com","name":"Topcoatly","url":"https://inite.ai/en/atlas/topcoatly.com","site":"https://topcoatly.com","summary":"Writes painting estimates, turns them into invoices, and keeps a searchable job record of quoted, agreed and billed amounts.","forWhom":"Owner or office manager of a small painting contracting business who writes estimates and chases invoices","useCases":["Write customer estimates on site from the van","Turn accepted estimates into invoices without rekeying","Keep a dated record of each painting job"],"categories":["finance"],"pricing":{"model":"freemium","freeTier":true,"startsAt":{"amount":49,"currency":"USD","per":"month"},"page":"https://topcoatly.com/pricing/","readOn":"2026-10-21"},"priceMoves":[],"interfaces":{"readOn":"2026-10-21","apiDocs":null,"openapi":{"url":"https://topcoatly.com/openapi.json","paths":8,"title":"Topcoatly API"},"mcp":[{"name":"com.topcoatly/site","tie":"namespace","remotes":["https://topcoatly.com/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-21","toolCount":7,"tools":["dataset_columns","dataset_search","dataset_row","dataset_compare","dataset_stats","dataset_top","dataset_provenance"],"serverName":"Topcoatly (topcoatly.com)"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://topcoatly.com/mcp","checkedSince":"2026-10-21","dailyChecks":5,"uptimePercent":null,"medianMs":967,"signIn":"none","tools":7,"contextTokens":678,"definitionsGrade":"C","definitionsScore":71,"typedResults":0,"failingChecks":{"params_described":5,"annotations":7},"warnings":{},"coverage":{"share":0,"cases":[{"useCase":"Write customer estimates on site from the van","verdict":"not_covered","firstTool":null,"checks":["An estimate record exists for the customer with the painting work priced.","The estimate holds the customer details and amounts entered on site.","The saved estimate matches the scope and price quoted."]},{"useCase":"Turn accepted estimates into invoices without rekeying","verdict":"not_covered","firstTool":null,"checks":["An invoice carries the amounts from the accepted estimate.","The invoice line items and totals match the accepted estimate.","The job record shows the estimate marked accepted and linked to its invoice."]},{"useCase":"Keep a dated record of each painting job","verdict":"not_covered","firstTool":null,"checks":["A job record carries the date of the painting job.","The record shows the quoted, agreed and billed amounts.","A search by customer or date returns the matching job record."]}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"skip","why":["its tools do none of the product's use cases checked: \"Write customer estimates on site from the van\", \"Turn accepted estimates into invoices without rekeying\", \"Keep a dated record of each painting job\"","checked on 5 of the 7 days it takes to judge reliability"],"how":["parameters are untyped or undescribed in 5 of 7 tools: check arguments before calling"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","openapi","llmsTxt"],"mcp":[{"name":"com.topcoatly/site","url":"https://topcoatly.com/mcp","answers":"open","checkedOn":"2026-10-21","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=com.topcoatly%2Fsite","config":{"mcpServers":{"topcoatly":{"url":"https://topcoatly.com/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http topcoatly https://topcoatly.com/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=topcoatly&config=eyJ1cmwiOiJodHRwczovL3RvcGNvYXRseS5jb20vbWNwIn0%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22topcoatly%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Ftopcoatly.com%2Fmcp%22%7D","connector":{"url":"https://topcoatly.com/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":{"url":"https://topcoatly.com/openapi.json","paths":8},"apiDocs":null,"llmsTxt":"https://topcoatly.com/llms.txt","status":null,"readOn":"2026-10-21"},"trust":{"readOn":"2026-10-21","certifications":[],"training":null},"used":0,"alive":100,"traits":{"buyer":null,"deployment":"saas-only","developerFocus":false,"readAt":"2026-10-21"},"verifiedPlans":null,"fromVendor":null}