Bloom

Bloom Packs · for your agent

Best marketing skills & MCP servers for AI agents

There are a thousand-plus marketing skills and MCP servers your agent could load, and no neutral way to know which are worth it. These shelves hold the ones that cleared Bloom’s gate: real authors, maintained repos, verified live, and matched to how a solo maker actually works. The gate checks fit and quality — not security; review anything before granting it credentials. Agents can read this shelf directly: list_packs / get_pack on the Bloom MCP, or GET /api/packs.

Strategy8 items

Positioning, ICP, pricing, launch planning — the thinking layer. Mostly skills; MCPs here are research feeds.

  • Product MarketingSKILL

    The positioning/ICP foundation — produces the positioning doc every other skill consumes.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • Pricing StrategySKILL

    Full pricing/packaging decision workflow (Van Westendorp, tiers, value metric) runnable in one session.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • Competitor ProfilingSKILL

    Structured competitor research with a profile output; pairs with any web-search-capable agent.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • Launch StrategySKILL

    Phased launch / beta / waitlist GTM planning sized for one person, not a launch team.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • Obviously Awesome (Positioning)SKILL

    April Dunford's positioning method as a guided, executable workflow — the canonical indie positioning framework.

    Wondel.ai — Wondel.ai — executable-frameworks-from-books project (1.7k★, MIT). Framework by April Dunford ('Obviously Awesome'). Verified 2026-07-25.

  • The Mom Test (Customer Interviews)SKILL

    Turns the agent into an interview-prep and critique partner for honest ICP validation.

    Wondel.ai — Wondel.ai — executable-frameworks-from-books project (1.7k★, MIT). Method by Rob Fitzpatrick ('The Mom Test'). Verified 2026-07-25.

  • Idea Reality CheckMCP

    Pre-build reality check: scans GitHub/HN/npm/Product Hunt to tell you whether the idea already exists.

    mnemox-ai — Young org, real utility; 764★, MIT. Verified 2026-07-25.

    • ⚠ Young project — reputation still forming
  • Reddit ResearchMCPalso: workflow

    Customer discovery across 20k+ subreddits with citations — the Reddit-first research indie founders actually do.

    king-of-the-grackles — Pseudonymous indie; 221★, MIT; zero-setup hosted option. Verified 2026-07-25.

    • ⚠ Hosted variant routes data through third-party infra
    • ⚠ Reddit tooling ToS gray zone (common to the category)

Content7 items

Drafting and editing aids where the human stays the author. Anti-slop by rule: bulk generators are rejected on sight.

  • CopywritingSKILL

    Landing/home/pricing page copy drafting and improving — the canonical content skill (~88k installs).

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • Copy EditingSKILL

    Multi-pass editing of copy that already exists — a pure human-stays-the-author aid.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • Content StrategySKILL

    Plan-what-to-write for solo founders — pairs production thinking with promotion.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • AI SEO (GEO/AEO)SKILLalso: channels

    Making content discoverable, extractable, and citable by AI answers — the answer-shaped writing skill.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • Email SequencesSKILL

    Welcome/onboarding/lifecycle sequence writing at indie scale.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

    • ⚠ Sibling 'cold-email' skill is NOT included — outbound-spam-adjacent, rejected by Bloom's gate
  • Social ContentSKILL

    Platform-specific post/thread drafting and repurposing (~61k installs).

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • HumanizerSKILL

    The anti-slop editor: detects 33 AI-writing patterns and rewrites with an explicit no-fabrication rule.

    Siqi Chen (@blader) — Runway CEO; built from Wikipedia’s "Signs of AI writing"; ~30k★. Verified 2026-07-25.

    • ⚠ Shallow commit history (one-shot release, stable)

Channels9 items

Channel-specific optimization: GEO/AEO, technical SEO, analytics, social publishing, launch surfaces.

  • AI SEO (GEO/AEO)SKILLalso: channels

    Making content discoverable, extractable, and citable by AI answers — the answer-shaped writing skill.

    Corey Haines — Corey Haines — Swipe Files / Conversion Factory founder; the de-facto standard marketing-skills author (41.6k★ repo). Verified 2026-07-25.

  • Google Search Console MCPMCPalso: workflow

    Search queries, indexing, and sitemaps in natural language — the core free channel data for a solo founder.

    Amin Forou — SEO practitioner; most-adopted GSC MCP (1.2k★). Verified 2026-07-25.

    • ⚠ One-time Google service-account setup (free but fiddly)
    • ⚠ Read access to your GSC
  • Google Analytics MCP (official)MCPalso: workflow

    GA4 traffic/funnel reads from the source — the safest reputational pick for analytics.

    Google Analytics team — First-party official server (2.8k★). Verified 2026-07-25.

    • ⚠ Google Cloud credentials setup
    • ⚠ Python local-run
  • llms.txt (spec + CLI)PATTERN

    The canonical agent-readiness artifact, from the people who defined it; llms_txt2ctx CLI needs zero keys.

    Jeremy Howard / Answer.AI — The llms.txt originators (2.5k★). Verified 2026-07-25.

    • ⚠ A spec plus a thin tool, not a full workflow
    • ⚠ Adoption is still contested — publish it, but don’t expect miracles
  • GEO OptimizerMCP

    Scores pages on 47 citation-readiness checks — the measurement half of answer-shaped content.

    Auriti Labs — Small studio; active roadmap (617★, v4.15). Verified 2026-07-25.

    • ⚠ Audit mode is free; citation-tracking mode needs paid LLM API keys
    • ⚠ Young category — expect churn
  • SEO (Ian Nuttall)MCPWATCH

    50+ SEO tools with own crawl + GSC + GA4 data, Apache-2.0, no subscription — exactly indie-scale.

    Ian Nuttall — Well-known indie SEO builder; brand-new (44★ at listing). Verified 2026-07-25.

    • ⚠ WATCH: listed on reputation + momentum; re-verify it survives 3 months
  • Lighthouse MCPMCP

    Local Lighthouse audits (perf/a11y/SEO/CWV), 13+ tools, zero API keys.

    Daniel Sogl — Angular/Ionic community dev. Verified 2026-07-25.

    • ⚠ Needs Chrome installed locally
  • Postiz (social publishing)MCPalso: workflow

    The content-calendar executor: draft and schedule across 25+ platforms through one MCP.

    Gitroom (Nevo David) — Large OSS project (33.7k★); official MCP endpoint. Verified 2026-07-25.

    • ⚠ Hosted tier is paid; self-host is free but heavy (Docker + per-platform keys)
    • ⚠ Bloom usage rule: publish on a human-approved calendar — never auto-engage or reply-farm
  • Reddit Reader (read-only)MCP

    Subreddit/post/comment research for Reddit-first GTM — read-only keeps it clean of engagement-bait.

    Hawstein — Known CN dev-blogger (183★). Verified 2026-07-25.

    • ⚠ Public JSON endpoints (mild ToS gray)
    • ⚠ No posting — by design

Workflow8 items

The recurring-marketing loop: a scheduler primitive, analytics readers, an executor. Honestly the thinnest shelf in the ecosystem — most published skills are task-shaped, not loop-shaped.

  • Reddit ResearchMCPalso: workflow

    Customer discovery across 20k+ subreddits with citations — the Reddit-first research indie founders actually do.

    king-of-the-grackles — Pseudonymous indie; 221★, MIT; zero-setup hosted option. Verified 2026-07-25.

    • ⚠ Hosted variant routes data through third-party infra
    • ⚠ Reddit tooling ToS gray zone (common to the category)
  • Google Search Console MCPMCPalso: workflow

    Search queries, indexing, and sitemaps in natural language — the core free channel data for a solo founder.

    Amin Forou — SEO practitioner; most-adopted GSC MCP (1.2k★). Verified 2026-07-25.

    • ⚠ One-time Google service-account setup (free but fiddly)
    • ⚠ Read access to your GSC
  • Google Analytics MCP (official)MCPalso: workflow

    GA4 traffic/funnel reads from the source — the safest reputational pick for analytics.

    Google Analytics team — First-party official server (2.8k★). Verified 2026-07-25.

    • ⚠ Google Cloud credentials setup
    • ⚠ Python local-run
  • Postiz (social publishing)MCPalso: workflow

    The content-calendar executor: draft and schedule across 25+ platforms through one MCP.

    Gitroom (Nevo David) — Large OSS project (33.7k★); official MCP endpoint. Verified 2026-07-25.

    • ⚠ Hosted tier is paid; self-host is free but heavy (Docker + per-platform keys)
    • ⚠ Bloom usage rule: publish on a human-approved calendar — never auto-engage or reply-farm
  • mcp-cron (scheduler)MCP

    The loop primitive itself: schedule prompts/commands on cron expressions — turns any task skill into a weekly ritual.

    jolks — Indie; the best-maintained of the cron MCPs. Verified 2026-07-25.

    • ⚠ Local process — schedule dies if the machine sleeps
    • ⚠ Small-author risk
  • Plausible MCPMCP

    The lightest analytics check-in: traffic and conversions via one API key — no Google credential chain.

    Sentry — Credible org maintainer. Verified 2026-07-25.

    • ⚠ Only useful if you run Plausible
  • Digital Marketing ProSKILL

    The most workflow-shaped collection found: content-calendar, quarterly reports, campaign pipelines with resume checkpoints.

    Indranil Banerjee — Solo OSS author (619★). Verified 2026-07-25.

    • ⚠ Full engagement can cost $15-40 in API spend
    • ⚠ Optional enterprise connectors (Google Ads/Meta/HubSpot) — core works without them
  • Heartbeat pattern (weekly ritual)PATTERN

    The cleanest "weekly marketing ritual in natural language" template — copyable into any always-on agent.

    Community (unofficial) — OpenClaw-ecosystem pattern doc (1.1k★). Verified 2026-07-25.

    • ⚠ A pattern document, not loadable code
    • ⚠ OpenClaw-flavored framing

What the gate rejects

The shelf is small because most of the ecosystem doesn’t clear it. Rejected on sight:

  • Bulk content generators / auto-blogging pipelines ("generate 100 articles") — the human must stay the author
  • Black-hat SEO tooling (CAPTCHA-bypass scrapers, rank manipulation)
  • Cold-email / outbound-spam-adjacent skills
  • Engagement-bait automation (auto-replies, upvote exchanges, reply-farms)
  • Anonymous derivative clones of better-attributed work
  • Paid-only tools with no usable free tier
  • Enterprise-priced platforms mismatched to solo founders

Source concentration is real and labeled: the marketing-skills ecosystem’s quality center of gravity is a small number of authors, and the shelf reflects that honestly rather than padding for variety. Items are re-verified on a weekly cron; stale items are retired publicly. Same rules as the app shelf: never pay-to-list, and the ranking cannot be bought.