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    "excerpt": "Agents discover them on npm and skill registries, then run them as an agent skill, a CLI, a typed Node module, or a local MCP server.",
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    "url": "https://zapier.com/mcp",
    "excerpt": "Schedule a meeting with one prompt. Your AI finds time on everyone's calendar and books it. No back and forth.",
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    "url": "https://help.zapier.com/hc/en-us/articles/8496037690637-How-to-troubleshoot-errors-in-Zap-workflows",
    "excerpt": "Zapier will use AI to create troubleshooting instructions for you to review.",
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    "url": "https://docs.zapier.com",
    "excerpt": "Give any MCP-compatible AI client governed access to 9,000+ apps through one connection: no code, no infrastructure, SOC 2 certified.",
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    "url": "https://zapier.com/mcp",
    "excerpt": "Zapier brings in your existing app connections automatically. Gmail, Slack, Salesforce, whatever you've already set up in Zapier is ready to go.",
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    "url": "https://docs.zapier.com",
    "excerpt": "The code-file interface to Zapier. Give coding agents programmatic access to 9,000+ apps: Zapier handles OAuth, credentials, and API complexity so you never touch a token.",
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    "url": "https://docs.zapier.com",
    "excerpt": "Bring Zapier’s automation into your own product so customers can build workflows and run actions without leaving your app.",
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    "id": "zapier-docs-15",
    "tier": "claimed-docs",
    "url": "https://zapier.com/mcp",
    "excerpt": "Zapier MCP gives IT one governed connection across every AI agent your org uses: Claude, ChatGPT, Cursor. Account-level restrictions, managed connections, and workspace controls apply to all of them.",
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    "id": "zapier-docs-16",
    "tier": "claimed-docs",
    "url": "https://docs.zapier.com",
    "excerpt": "Zapier handles OAuth, credentials, and API complexity so you never touch a token.",
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    "id": "zapier-docs-17",
    "tier": "claimed-docs",
    "url": "https://docs.zapier.com",
    "excerpt": "Bring Zapier's automation into your own product so customers can build workflows and run actions without leaving your app.",
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    "id": "zapier-docs-18",
    "tier": "claimed-docs",
    "url": "https://zapier.com/canvas",
    "excerpt": "Canvas automatically maps and optimizes your processes to help your team document, refine, and automate with ease.",
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  {
    "id": "zapier-docs-19",
    "tier": "claimed-docs",
    "url": "https://docs.zapier.com/integrations",
    "excerpt": "Use the Visual Builder for quick, no-code setups or the CLI for full control and customization.",
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  {
    "id": "zapier-docs-20",
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    "url": "https://zapier.com/mcp",
    "excerpt": "Describe what you need in plain language. Your AI calls the right Zapier action and confirms what it did.",
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    "id": "zapier-docs-21",
    "tier": "claimed-docs",
    "url": "https://docs.zapier.com",
    "excerpt": "Embed Zapier’s automation capabilities directly into your product so users can connect apps and run automations under your brand.",
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    "id": "zapier-docs-22",
    "tier": "claimed-docs",
    "url": "https://docs.zapier.com/integrations",
    "excerpt": "the Visual Builder is the place to start. It’s ideal for quick deployment and collaboration across teams, even without developer expertise.",
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    "id": "zapier-docs-23",
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    "url": "https://zapier.com/developer-platform",
    "excerpt": "Use Zapier's Workflow API and 9,000 integrations to power a built-in automation experience, integration marketplace, or AI workflows.",
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  {
    "id": "zapier-docs-24",
    "tier": "claimed-docs",
    "url": "https://docs.zapier.com/mcp/home",
    "excerpt": "It lets your AI take real actions across 9,000+ apps and 40,000+ actions, such as sending messages, creating tasks, and updating records",
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  {
    "id": "zapier-comm-1",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/26404675",
    "excerpt": "I am using Zapier because their service was very easy to implement a webhook for what I needed... However, the price is high enough that they're on my short list of vendors to move on from when I have the time to spend building my own integration.",
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  {
    "id": "zapier-comm-2",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/26404675",
    "excerpt": "The options were: bump a dev to build the integration, pay ~$50/month to enable a non-technical person to build it via Zapier, or don't get the work done. The fact that it could get done by a non-programmer made the monthly fee very worth paying.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
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  {
    "id": "zapier-comm-3",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/23126455",
    "excerpt": "We see a number of users sign up for our service after having tried Zapier to solve their problem... simple 'if this then that' types of workflows start to break down for complex calendar automation.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
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  {
    "id": "zapier-comm-4",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/23126455",
    "excerpt": "One of our users recently found us after screwing up his calendar sync Zap and, on a random Sunday morning, ended up inviting thousands of his coworkers to dozens of duplicate meetings, all from his personal Gmail account.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-5",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/18456078",
    "excerpt": "They've singlehandedly turned hiring a developer to connect A to B into a business risk... I get to bill people to train them to do simple things for themselves, cheaper.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-6",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/18456078",
    "excerpt": "Zapier is a killer app for non technical marketers... It's a killer app for technical people that have better things to do than build custom integrations for APIs.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-7",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/18456078",
    "excerpt": "I pay for Zapier and sometimes I end up on these pages when searching simply because I was unaware of a new integration. The pages do a fantastic job of showing people a solution they are searching for.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-8",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/18456078",
    "excerpt": "For me it was that IFTTT allows only one IF condition and one THEN step, whereas Zapier allows more simultaneous IFs & THENs. IFTTT is free with no limit, whereas Zapier allows only 100 executions of your zaps in a month.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-9",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/21191676",
    "excerpt": "Zapier has about 1,000 integrations, more than any of their closest competitors and at a price that is far less than others in their space.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-10",
    "tier": "community",
    "url": "https://hn.algolia.com/api/v1/items/21191676",
    "excerpt": "This looks interesting, though Zapier is a little more intuitive interface-wise.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-11",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=34610686",
    "excerpt": "As an engineer using Zapier (for the first time) these past few months I got so frustrated by the lack of an option to just write some 'if' or just 2 lines of code to make things work the way I want them.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-12",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=34610686",
    "excerpt": "Nice, Zapier is a pretty interesting solution but the pricing model is not.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-13",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=34610686",
    "excerpt": "Resonate a lot with the gaps with Zapier, particularly around the need for escape hatches/conditional logic when needed.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-comm-14",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=34610686",
    "excerpt": "Zapier (and similar) is just a little too high level for a lot of our needs, but Temporal feels like overkill.",
    "fetchedAt": "2026-09-05T00:23:10.720Z"
  },
  {
    "id": "zapier-probe-1",
    "tier": "probe",
    "url": "https://docs.zapier.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.zapier.com/llms.txt # Zapier — docs.zapier.com\n\n> Local index for developer documentation: SDK, MCP (Model Context Protocol), integration bu",
    "fetchedAt": "2026-09-05T00:24:50.857Z"
  },
  {
    "id": "zapier-probe-2",
    "tier": "probe",
    "url": "https://docs.zapier.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.zapier.com/openapi.json, https://docs.zapier.com/swagger.json, https://docs.zapier.com/api/openapi.json, https://docs.zapier.com/.well-known/openapi.json)",
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  {
    "id": "zapier-probe-3",
    "tier": "probe",
    "url": "https://zapier.com/mcp",
    "excerpt": "official MCP server documented at https://zapier.com/mcp",
    "fetchedAt": "2026-09-05T00:24:50.857Z"
  },
  {
    "id": "zapier-probe-4",
    "tier": "probe",
    "url": "https://docs.zapier.com/integrations/build-cli/overview",
    "excerpt": "official CLI documented at https://docs.zapier.com/integrations/build-cli/overview",
    "fetchedAt": "2026-09-05T00:24:50.857Z"
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]