Gtm Ai Stack

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          ░▒▓  AI × go-to-market, from prospecting to plumbing  ▓▒░
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🎯 39 active · ⚠️ 9 watchlist · 📦 3 archived · 🔄 built 2026-04-15

> Generated from [data/entries/*.yaml](data/entries) — open a PR against a YAML entry, not this file.

⚡ What

A curated, editorially-maintained map of AI-native tools and MCP plumbing for go-to-market teams — sales, marketing, and the plumbing that powers them. Every entry answers one question: what specific GTM job does this do better than not having it? → [SCOPE.md](SCOPE.md) · [CONTRIBUTING.md](CONTRIBUTING.md)

🗺️ The stack

• [🧲 Prospecting & Enrichment](#prospecting) — 5
• [🚀 Outbound](#outbound) — 5
• [✍️ Content](#content) — 2
• [🔍 SEO](#seo) — 5
• [📱 Social](#social) — 4
• [💰 Ads & Creative](#ads) — 3
• [🎙️ Meetings & Conversation Intelligence](#meetings) — 1
• [🏆 Closing](#closing) — 1
• [🔌 Plumbing & Substrate](#plumbing) — 13
• [⚠️ Watchlist](#watchlist)
• [📦 Archive](#archive)

---

🧲 Prospecting & Enrichment

| Project | Type | AI | MCP | ⭐ | 🔄 | Why | | --------------------------------------------------------------- | ------- | ---------- | --- | ------ | ------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Firecrawl | Library | Substrate | ✓ | 109.5k | 2026-04 | The crawler layer behind most OSS lead-research and competitor-monitoring agents — effectively universal in 2026 GTM agent stacks because scraping HTML into clean markdown is the unglamorous step everyone else gets wrong. | | GPT Researcher | Agent | AI-native | | 26.5k | 2026-03 | The most battle-tested OSS foundation for account research packets in 2026 — sellers get a standalone agent that builds a sourced dossier before every discovery call without paying Clay or Perplexity Enterprise. | | OpenFang | Agent | AI-native | | 16.6k | 2026-04 | The closest OSS analogue to stitching Clay together with an AI SDR product — founders and lean sales teams get a lights-out prospect engine without a Clay bill or an 11x contract. | | Exa MCP | MCP | AI-enabled | ✓ | 4.2k | 2026-04 | The default search primitive for any prospect or account research agent — neural search returns the right company or news item on the first try where keyword search would miss it. | | Apollo MCP | MCP | AI-enabled | ✓ | 1 | 2026-02 | The most complete community bridge between agents and Apollo until a first-party server ships — SDRs can hand the whole prospecting loop (search → enrich → sequence) to an agent working inside Claude or Cursor. |

🚀 Outbound

| Project | Type | AI | MCP | ⭐ | 🔄 | Why | | ---------------------------------------------------------------------- | ---------- | ---------- | --- | ----- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Suna | Agent | AI-native | ✓ | 19.6k | 2026-04 | Widely forked by GTM engineers as the base for SDR automation, account research, and cold outbound bots — you get a working agent chassis and plug in your own tools instead of writing one from scratch. | | Pipecat | Framework | AI-native | ✓ | 11.3k | 2026-04 | The most active OSS stack for building voice sales bots, cold-call dialers, and lead-qualification agents — enterprises avoid Vapi and Retell's per-minute pricing by running the whole pipeline themselves. | | LiveKit Agents | Framework | AI-native | ✓ | 10.1k | 2026-04 | The alternative voice framework to Pipecat for sales-voice builds — gives GTM engineers a production-grade WebRTC transport and telephony plumbing so the team can focus on the call logic, not the audio stack. | | AI Marketing Skills | Skill pack | AI-native | | 1.8k | 2026-04 | The strongest pure-GTM skill pack in the wild — solo founders and small sales teams can install a dozen named plays (deal resurrection, trigger prospecting, ICP learning) into Claude Code in minutes instead of building them. | | Resend MCP | MCP | AI-enabled | ✓ | 500 | 2026-04 | The cleanest email-sending primitive for agent-driven outbound and newsletters — one tool call gets a drafted email out the door with the deliverability of Resend, no SendGrid contract. |

✍️ Content

| Project | Type | AI | MCP | ⭐ | 🔄 | Why | | ---------------------------------------------------------------------------------------------------------------- | -------- | --------- | --- | --- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | ALwrity | App | AI-native | | 983 | 2026-04 | One of the few credible OSS alternatives to Jasper, Copy.ai, or Writer that a marketer can self-host today — install it once and stop paying per-seat for a writing tool. | | Microsoft Content Generation Accelerator | Template | AI-native | | 217 | 2026-04 | A reference architecture for enterprise teams spinning up an internal AI content factory — carries Microsoft's name and patterns, which matters for GTM engineers who have to ship inside a procurement-heavy org. |

🔍 SEO

| Project | Type | AI | MCP | ⭐ | 🔄 | Why | | --------------------------------------------------------------------- | ----- | ---------- | --- | --- | ------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | mcp-gsc | MCP | AI-enabled | ✓ | 689 | 2026-04 | Lets a marketer have the model narrate query performance, diagnose ranking drops, and suggest content fixes without opening GSC — the fastest way to turn weekly SEO review meetings into a single Claude thread. | | RustySEO | App | AI-enabled | | 197 | 2026-04 | The most promising OSS Screaming Frog alternative with AI-era features — marketers get a native desktop app they own rather than a licensed per-seat crawler. | | DataForSEO MCP | MCP | AI-enabled | ✓ | 176 | 2026-04 | The most comprehensive agent-ready SEO data layer — one MCP install gets a marketer the same data set Semrush and Ahrefs sell, usable from any MCP-capable client. | | SEO Research MCP | MCP | AI-enabled | ✓ | 171 | 2026-01 | Useful for marketing engineers who want to run Ahrefs-quality SEO research from inside Claude Code or Cursor — keeps the workflow in the editor instead of bouncing into Ahrefs' UI. | | GEO AI Agent | Agent | AI-native | | 153 | 2025-10 | Measures and improves how a brand shows up in ChatGPT, Perplexity, and Gemini answers — the first OSS answer to closed GEO tools as buyer research shifts from Google to LLM chats. |

📱 Social

| Project | Type | AI | MCP | ⭐ | 🔄 | Why | | ---------------------------------------------------------------------------------- | -------- | ---------- | --- | ----- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | | MoneyPrinterTurbo | App | AI-native | | 55.7k | 2026-04 | By far the most popular OSS pipeline for shipping TikToks and Shorts — rough edges, but lets a solo marketer go from topic to posted video without touching a timeline editor. | | Postiz | App | AI-enabled | | 28.6k | 2026-04 | The clearest "replace Buffer" OSS story — very actively maintained, covers every channel a modern founder posts to, and keeps the content history and analytics on the team's own infrastructure. | | Viral Clips Crew | Template | AI-native | | 755 | 2026-02 | The cleanest reference architecture for a video-repurposing agent — easy to fork for podcast or YouTube pipelines, so a single founder can run what used to be an editor's entire job. | | Reddit Research MCP | MCP | AI-enabled | ✓ | 105 | 2025-12 | The bridge between agents and Reddit community intelligence — marketers surface real buyer language and pain points for content ideation and prospect research without paying for Reddit Pro or GummySearch. |

💰 Ads & Creative

| Project | Type | AI | MCP | ⭐ | 🔄 | Why | | -------------------------------------------------------------- | ---- | ---------- | --- | --- | ------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Meta Ads MCP | MCP | AI-enabled | ✓ | 776 | 2026-04 | The most-used bridge between agents and Meta Ads Manager — lets a paid marketer ask "which ad set is leaking spend" and get an answer back without clicking through seven Ads Manager tabs. | | Google Ads MCP | MCP | AI-enabled | ✓ | 377 | 2026-04 | Lets paid teams drive campaigns by natural language without learning the Google Ads UI — the biggest single time-saver for performance marketers running Search and Performance Max in 2026. | | Ads MCP (multi-platform) | MCP | AI-enabled | ✓ | 30 | 2026-04 | The fastest way to give an agent multi-channel paid read/write access from a single endpoint — one install unlocks the whole paid stack instead of running four separate MCP servers. |

🎙️ Meetings & Conversation Intelligence

| Project | Type | AI | MCP | ⭐ | 🔄 | Why | | ---------------------------------------------------------------- | ---- | --------- | --- | ----- | ------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Meetily | App | AI-native | | 11.1k | 2026-03 | The closest thing to an OSS Granola a rep can run on their own laptop during sales calls — no audio leaves the machine, no vendor hears the deal terms, and the notes land in the seller's own files. |

🏆 Closing

| Project | Type | AI | MCP | ⭐ | 🔄 | Why | | ------------------------------------------------- | ---- | --------- | --- | --- | ------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | auto_rfp | App | AI-native | | 202 | 2026-01 | The closest thing to an OSS Loopio for sales and solutions teams — takes the worst part of any enterprise deal cycle (filling 200 questions from procurement) and turns it into a reviewable first draft. |

🔌 Plumbing & Substrate

| Project

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Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: dapollonsky
• Source: dapollonsky/gtm-ai-stack
• License: MIT
• Homepage: https://dapollonsky.github.io/gtm-ai-stack

Install and usage instructions live in the source repository linked above.