{"schemaVersion":"1.0","name":"Irmu","slug":"irmu","website":"https://irmu.com","category":"ai","description":"API and MCP server for inbound-marketing automation: AI agents find prospects, manage leads and book calendar appointments.","capabilities":["llmsTxt documentation","llmsFullTxt documentation"],"aiResources":{"llmsTxt":{"type":"llmsTxt","url":"https://irmu.com/llms.txt","status":"verified","available":true,"httpStatus":200,"checkedAt":"2026-11-03T22:21:21.623Z","lastSuccessfulAt":"2026-11-03T22:21:21.623Z","contentType":"text/plain; charset=utf-8","contentSize":20056,"estimatedTokens":5003,"tokenMethod":"UTF-16 characters / 4 (approximation)","contentHash":"25c8aab5909408f609cbd7b6729819224cc65c84d5b5b20a82d34fbab01d91d8","internalLinks":140,"externalLinks":0,"document":{"h1Count":1,"firstBlockIsH1":true,"title":"Irmu","usefulTitle":true,"headingCount":11,"uniqueHeadingCount":11,"hasSections":true,"orderedHeadings":true,"sectionWithContent":true,"fileListLinks":141,"summaryPresent":true,"contextPresent":false,"validLinks":141,"invalidLinks":0,"duplicateLinks":1,"descriptiveLinks":140,"annotatedLinks":137},"linkHealth":{"eligibleCount":140,"selectedCount":5,"sampledCount":5,"working":2,"broken":0,"unknown":3,"checkedAt":"2026-11-03T22:21:24.015Z","sourceHash":"25c8aab5909408f609cbd7b6729819224cc65c84d5b5b20a82d34fbab01d91d8","method":"deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget","results":[{"url":"https://irmu.com/llms-full.txt","status":"unknown","httpStatus":null,"reason":"oversized","attempted":true,"checkedAt":"2026-11-03T22:21:24.015Z"},{"url":"https://irmu.com/solutions/market-research","status":"unknown","httpStatus":null,"reason":"timeout","attempted":true,"checkedAt":"2026-11-03T22:21:24.015Z"},{"url":"https://irmu.com/docs/dashboard.md","httpStatus":200,"checkedAt":"2026-11-03T22:21:24.015Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://irmu.com/blog/extract-ein-from-websites","httpStatus":200,"checkedAt":"2026-11-03T22:21:24.015Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://irmu.com/blog/ai-overview-tracker","status":"unknown","httpStatus":null,"reason":"timeout","attempted":true,"checkedAt":"2026-11-03T22:21:24.015Z"}]},"headings":["Irmu","Core pages","Products","Developers","Free tools","Solutions","Integrations","Comparisons","Blog","Optional","Machine-readable"],"warnings":["1 duplicate documentation links"],"summary":"Documentation sections: Irmu; Core pages; Products; Developers; Free tools; Solutions.","summarySourceHash":"25c8aab5909408f609cbd7b6729819224cc65c84d5b5b20a82d34fbab01d91d8","processingVersion":"2.0","method":"markdown-ast-analysis"},"llmsFullTxt":{"type":"llmsFullTxt","url":"https://irmu.com/llms-full.txt","status":"verified","available":true,"httpStatus":200,"checkedAt":"2026-11-03T22:21:22.897Z","lastSuccessfulAt":"2026-11-03T22:21:22.897Z","contentType":"text/plain; charset=utf-8","contentSize":275533,"estimatedTokens":68687,"tokenMethod":"UTF-16 characters / 4 (approximation)","contentHash":"6ad79ef033689feab9780714489e11e1f2bbea4b29dc2f0a4d2343293d60b68c","internalLinks":8,"externalLinks":0,"document":{"h1Count":1,"firstBlockIsH1":true,"title":"Irmu — full content","usefulTitle":true,"headingCount":255,"uniqueHeadingCount":238,"hasSections":true,"orderedHeadings":true,"sectionWithContent":true,"fileListLinks":0,"summaryPresent":true,"contextPresent":true,"validLinks":8,"invalidLinks":0,"duplicateLinks":0,"descriptiveLinks":8,"annotatedLinks":0},"headings":["Irmu — full content","Irmu MCP server","Key facts","Tools","Example prompts","Using an API key instead of OAuth","Setup","Claude Code (CLI)","Claude (web and desktop)","ChatGPT","Cursor","VS Code (Copilot agent mode)"],"warnings":[],"summary":"Documentation sections: Irmu — full content; Irmu MCP server; Key facts; Tools; Example prompts; Using an API key instead of OAuth.","summarySourceHash":"6ad79ef033689feab9780714489e11e1f2bbea4b29dc2f0a4d2343293d60b68c","processingVersion":"2.0","method":"markdown-ast-analysis"},"webmcp":null},"readiness":{"score":95,"version":"2.0","confidence":"medium","components":[{"name":"availability","weight":25,"assessedWeight":25,"points":25,"rules":[{"id":"current_access","label":"Current usable primary file","weight":25,"observation":"Current llms.txt retrieval succeeded (HTTP 200); usable text verified.","points":25}],"explanation":"Current usable primary file: 25/25."},{"name":"structure","weight":25,"assessedWeight":25,"points":25,"rules":[{"id":"title","label":"One project H1 at the beginning","weight":10,"observation":"1 H1 heading(s); starts with H1: yes.","points":10},{"id":"sections","label":"Coherent content sections","weight":5,"observation":"H2 with content: yes; no heading-level jumps: yes.","points":5},{"id":"file_lists","label":"Documentation links organized in lists","weight":5,"observation":"141 valid link occurrence(s) inside Markdown lists.","points":5},{"id":"heading_uniqueness","label":"Non-repeated headings","weight":5,"observation":"11 unique heading(s) out of 11; code examples are excluded.","points":5}],"explanation":"One project H1 at the beginning: 10/10. Coherent content sections: 5/5. Documentation links organized in lists: 5/5. Non-repeated headings: 5/5."},{"name":"links","weight":25,"assessedWeight":25,"points":24.91,"rules":[{"id":"link_syntax","label":"Resolvable HTTP(S) link syntax","weight":5,"observation":"141 valid URL occurrence(s), 0 malformed, unsupported or unresolved.","points":5},{"id":"link_uniqueness","label":"Unique documentation destinations","weight":5,"observation":"140 unique destination(s) from 141 valid occurrence(s).","points":4.96},{"id":"link_labels","label":"Descriptive link labels","weight":2.5,"observation":"140 of 140 unique links have non-placeholder labels. This is a text heuristic, not a semantic guarantee.","points":2.5},{"id":"link_notes","label":"Context beside file links","weight":2.5,"observation":"137 of 140 unique links have notes beside a Markdown list link.","points":2.45},{"id":"link_health","label":"Sampled destination accessibility","weight":10,"observation":"5 of 140 destinations sampled: 2 working, 0 confirmed 404/410, 3 unknown. Only working and confirmed-broken results enter this fraction.","points":10}],"explanation":"Resolvable HTTP(S) link syntax: 5/5. Unique documentation destinations: 4.96/5. Descriptive link labels: 2.5/2.5. Context beside file links: 2.45/2.5. Sampled destination accessibility: 10/10."},{"name":"confidence","weight":15,"assessedWeight":15,"points":15,"rules":[{"id":"verification_age","label":"Age of last successful verification","weight":10,"observation":"Last success: 2026-11-03T22:21:21.623Z. Full points through day 8 (7-day schedule plus 1-day grace), 60% through day 30, 20% thereafter or for an unknown date.","points":10},{"id":"latest_success","label":"Latest primary check succeeded","weight":5,"observation":"Latest primary verification succeeded.","points":5}],"explanation":"Age of last successful verification: 10/10. Latest primary check succeeded: 5/5."},{"name":"metadata","weight":10,"assessedWeight":10,"points":5,"rules":[{"id":"summary","label":"Useful summary blockquote","weight":5,"observation":"A blockquote before the first H2 with at least 20 non-whitespace characters and no placeholder-only text.","points":5},{"id":"context","label":"Useful introductory context","weight":5,"observation":"An introductory paragraph before the first H2 with at least 20 non-whitespace characters and no placeholder-only text. Listing form fields do not earn these points.","points":0}],"explanation":"Useful summary blockquote: 5/5. Useful introductory context: 0/5."}],"earnedPoints":94.91,"assessedWeight":100,"availableWeight":100,"provisional":false,"calculatedAt":"2026-11-03T22:21:41.750Z","lastVerifiedAt":"2026-11-03T22:21:21.623Z","evidence":{"sourceUrl":"https://irmu.com/llms.txt","contentHash":"25c8aab5909408f609cbd7b6729819224cc65c84d5b5b20a82d34fbab01d91d8","processingVersion":"2.0","retrievedAt":"2026-11-03T22:21:21.623Z"},"linkSampling":{"eligibleCount":140,"selectedCount":5,"sampledCount":5,"working":2,"broken":0,"unknown":3,"checkedAt":"2026-11-03T22:21:24.015Z","sourceHash":"25c8aab5909408f609cbd7b6729819224cc65c84d5b5b20a82d34fbab01d91d8","method":"deterministic sample, at most 5 URLs, at most 2 concurrent hosts, 15s budget","results":[{"url":"https://irmu.com/llms-full.txt","status":"unknown","httpStatus":null,"reason":"oversized","attempted":true,"checkedAt":"2026-11-03T22:21:24.015Z"},{"url":"https://irmu.com/solutions/market-research","status":"unknown","httpStatus":null,"reason":"timeout","attempted":true,"checkedAt":"2026-11-03T22:21:24.015Z"},{"url":"https://irmu.com/docs/dashboard.md","httpStatus":200,"checkedAt":"2026-11-03T22:21:24.015Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://irmu.com/blog/extract-ein-from-websites","httpStatus":200,"checkedAt":"2026-11-03T22:21:24.015Z","attempted":true,"status":"working","reason":"http_success"},{"url":"https://irmu.com/blog/ai-overview-tracker","status":"unknown","httpStatus":null,"reason":"timeout","attempted":true,"checkedAt":"2026-11-03T22:21:24.015Z"}]},"warnings":["This measures observable documentation, not model rankings or citation probability.","H1 is the only required section in the llms.txt proposal. Other checks are LLMSList quality preferences; missing optional sections do not make usable text invalid.","Destination accessibility covers a sample of 5 out of 140 unique links, not the entire website."]},"updatedAt":"2026-11-03T22:21:41.750Z"}