{"domain":"pipefire.ai","name":"Pipefire","url":"https://inite.ai/en/atlas/pipefire.ai","site":"https://pipefire.ai","summary":"Buys sending domains, warms mailboxes, finds and verifies prospects, drafts and sends cold emails, and sorts replies.","forWhom":"agencies wanting done-for-you cold email outreach to win new clients","useCases":["find and verify prospect emails for a chosen trade and area","warm up and rotate sending mailboxes before outreach","sort prospect replies and draft answers for approval"],"categories":["sales"],"pricing":{"model":"subscription","freeTier":false,"startsAt":{"amount":497,"currency":"USD","per":"month","billed":"monthly"},"page":"https://pipefire.ai/pricing","readOn":"2026-10-28"},"priceMoves":[],"interfaces":{"readOn":"2026-10-28","apiDocs":null,"openapi":null,"mcp":[{"name":"ai.pipefire/pipefire","tie":"namespace","registered":true,"remotes":["https://pipefire.ai/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-28","toolCount":16,"tools":["check_domain_email_setup","check_dmarc","check_spf","check_dkim","check_mx","check_bimi","check_mta_sts","check_blacklists","analyze_email_headers","check_cold_email","test_subject_line","suggest_sending_domains","guess_email_addresses","generate_spf_record","generate_dmarc_record","generate_dkim_record"],"serverName":"pipefire"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://pipefire.ai/mcp","checkedSince":"2026-10-28","dailyChecks":5,"uptimePercent":null,"medianMs":563,"signIn":"none","clientRegistration":null,"tools":16,"contextTokens":2102,"definitionsGrade":"A","definitionsScore":94,"typedResults":0,"failingChecks":{"params_described":6},"warnings":{},"coverage":{"share":null,"cases":[{"useCase":"find and verify prospect emails for a chosen trade and area","verdict":"unsure","firstTool":null,"checks":null},{"useCase":"warm up and rotate sending mailboxes before outreach","verdict":"unsure","firstTool":null,"checks":null},{"useCase":"sort prospect replies and draft answers for approval","verdict":"unsure","firstTool":null,"checks":null}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"unproven","why":["whether its tools do the product's job has not been judged yet","checked on 5 of the 7 days it takes to judge reliability"],"how":["parameters are untyped or undescribed in 6 of 16 tools: check arguments before calling"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","llmsTxt"],"mcp":[{"name":"ai.pipefire/pipefire","url":"https://pipefire.ai/mcp","answers":"open","checkedOn":"2026-10-28","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=ai.pipefire%2Fpipefire","config":{"mcpServers":{"pipefire":{"url":"https://pipefire.ai/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http pipefire https://pipefire.ai/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=pipefire&config=eyJ1cmwiOiJodHRwczovL3BpcGVmaXJlLmFpL21jcCJ9","vscode":"vscode:mcp/install?%7B%22name%22%3A%22pipefire%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fpipefire.ai%2Fmcp%22%7D","connector":{"url":"https://pipefire.ai/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://pipefire.ai/llms.txt","status":null,"readOn":"2026-10-28"},"trust":{"readOn":"2026-10-28","certifications":["gdpr"],"training":null},"used":null,"alive":100,"traits":{"buyer":"small-team","deployment":"saas-only","developerFocus":false,"readAt":"2026-10-28"},"verifiedPlans":null,"fromVendor":null}