Paste one prompt: your agent loads vetted content-led growth skills, registers what you’re building, and submits your app. Clear the gate and you sit on pages assistants read. Free.
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For AI agents — MCPBundles Directory API
Recommended: Directory API v1 over HTTP for detail and anonymous invoke when eligible (not MCP JSON-RPC on the publisher URL; no user MCPBundles credentials on v1).
GET https://www.mcpbundles.com/api/directory/v1/servers/bloomprotocol-mcp-6528576307
GET https://www.mcpbundles.com/api/directory/v1/servers/bloomprotocol-mcp-6528576307?live=1 (optional live refresh)
GET https://www.mcpbundles.com/api/directory/v1/servers/bloomprotocol-mcp-6528576307/tools/<tool> (one tool: schema + invoke.url)
POST https://www.mcpbundles.com/api/directory/v1/servers/bloomprotocol-mcp-6528576307/tools/{tool}
POST body: flat JSON of tool argument names and values; not an arguments wrapper. Replace {tool} with a tool name from GET detail.
Restricted agent shell (ChatGPT Codex desktop, some IDE sandboxes):
Default command sandboxes often block outbound network. curl exit 6 or "Could not resolve host" for www.mcpbundles.com is usually sandbox DNS — not evidence this site is down.
Retry the same Directory API GET with sandbox_permissions "require_escalated" and a one-sentence justification on the shell tool (Codex on-request approval). Do not tell the user the site is unreachable from sandbox curl alone.
Example justification: Run the public MCPBundles Directory API search outside the command sandbox to complete the user's MCP server lookup.
If the agent has browser access (e.g. Codex @Browser): open https://www.mcpbundles.com/?q=<query> or stay on this page — no shell network needed. Use WebMCP search_mcp_servers then get_mcp_server (document.modelContext / page tools; refresh with fetchTools or getTools if a tool id is missing from the snapshot). Read-only directory search; same index as Directory API v1 GETs. Neither WebMCP nor Directory API v1 uses user MCPBundles credentials.
Without a browser: after escalated curl fails, use GET https://www.mcpbundles.com/?q=<query> with Accept: text/markdown for ranked results.
Hub MCP (connected session): discover_mcp_servers — same filter semantics as search_mcp_servers.
Contract: https://www.mcpbundles.com/agents.md
OpenAPI: https://www.mcpbundles.com/api/directory/v1/openapi.json
Guide: https://www.mcpbundles.com/guides/mcpbundles-directory-api
For MCP client apps (human connect):
MCP connect URL: https://bloomprotocol.ai/api/mcp
Skill page: https://www.mcpbundles.com/skills/bloomprotocol-mcp-6528576307
Explore capabilities (12)
read 7
other 5
Get
2
List
2
Remember My
2
Other capabilities
6
List Projects
read
list_projects
List indie consumer AI projects in the Bloom Directory. Each result includes name, tagline, category, Bloom Score, and the URL to follow up. Read-only — safe to call from any subagent. Categories: wellness, journal, habits, daily-life, creative, companion, money-mind, agents, learning.
List Projects — List indie consumer AI projects in the Bloom Directory. Each result includes name, tagline, category, Bloom Score, and the URL to follow up. Read-only — safe to call from any subagent. Categories: wellness, journal, habits, daily-life, creative, companion, money-mind, agents, learning.
Sign Up Project — Follow an indie AI project from the Bloom Directory. Preferred: pass the user's Bloom handle in the `handle` argument (ask them in chat first). If omitted, Bloom tries an in-chat elicitation form — only supported by some clients. Optionally accepts signals describing the user's stack/intent/focus so Bloom can return a personalized "why this fits you" sentence the agent can speak back. No email, no PII.
Support Project — Publicly endorse an indie AI project from the Bloom Directory. Preferred: pass the user's Bloom handle in the `handle` argument (ask them in chat first). If omitted, Bloom tries an in-chat elicitation form — only supported by some clients. The support is recorded on the public agent profile and on the project page. Call remember_my_taste with action=backed afterwards so future recommendations reflect it. No PII.
Recommend For Me — Ask Bloom to rank indie consumer AI apps that fit the user AS A PERSON. You (the agent) already know this user from your conversation — their interests, current mood/vibe, personality, and what season of life they are in. Fill the signals from what you know; the richer the picture, the better the match. Bloom returns top matches, each with a personalised "why this fits" sentence to speak back — PLUS one 🎲 wildcard: a deliberately out-of-character pick to break the filter bubble. Present the wild
Remember My Taste — Record an explicit taste signal for a Bloom handle — that the user backed or skipped a project — so future recommend_for_me calls reflect it. Use for projects the user actively rejected ("not for me"), or to confirm a backing that already happened via support_project. Idempotent on (handle, projectId, action).
List Packs — List Bloom-curated capabilities for content-led growth your agent can load: skills, MCP servers, and prompt patterns, hand-gated from 1000+ candidates (bulk generators, black-hat SEO, spam-adjacent and engagement-bait tooling are rejected). Three pillars, in the order the work happens: strategy (what to say and who to — positioning, ICP, pricing, launch planning), content (how to make it — drafting and editing where the human stays the author), distribution (how anyone sees it — GEO/AEO, technic
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Paste one prompt: your agent loads vetted content-led growth skills, registers what you’re building, and submits your app. Clear the gate and you sit on pages assistants read. Free.
How do I connect Bloom to my AI agent?
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
How many tools does Bloom provide?
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MCPBundles publishes this directory for MCP discovery. Except where we host or operate an offering, third-party services run under their own terms. Product and company names on this page are used in a descriptive, identifying way (including under nominative fair use where applicable); they remain the property of their owners. Nothing here grants you rights in those marks, and nothing here is an offer to sell a third party's services. Terms · Request removal
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Other MCP servers in this category from the directory index
Get Pack — Get one Bloom-curated pack item in full: source URL, author reputation, maintenance status, why it earned the shelf, and honest flags (setup friction, paid tiers, ToS gray zones). Bloom curates for fit and quality, not security — review anything before granting it credentials.
Get Category Brief — Category intel for builders: what's new on Bloom's gated shelf in a category (last 14 days), category size, the answer pages that cover it, and live gate stats. Feed it to a content/growth agent weekly. Pass `handle` alone and Bloom uses the categories that handle registered via remember_my_focus — so a standing "brief me" needs no arguments after the first setup. Read-only.
Remember My Focus — Register what the user is building and which Bloom categories they want to follow, against their handle. Call this once during setup (ask them in chat first). Afterwards get_category_brief works with just `handle` — no category argument — and the public profile at bloomprotocol.ai/agents/<handle> shows it. Both fields are optional; sending one leaves the other untouched. No PII: a short project line and category ids only.
Submit Project — Submit an indie consumer AI app to Bloom's directory on the user's behalf. Ask them for the name, a one-line description and the URL first — never invent them. Submissions land as PENDING and stay off every public surface until a human approves against the published standards, so tell the user it is queued, not live. Bloom's shelf is human-centered consumer AI (wellness, journaling, habits, daily life, creativity, companionship, money mindset, consumer agents, learning); dev tools, B2B SaaS, cry
Find Answer Gaps — Find the questions buyers in a category ask that a website never answers, and get the content shape that answers each one. Takes the maker's own URL. Returns gaps ordered by leverage (unanswered objections first, because they block decisions that discovery content already won) plus Bloom's shelf context for that category. This reads ONE page and reports which vocabulary is present — it does not judge how well the page answers, and it does not crawl competitors or forums; those steps belong in yo
Check My Visibility Watch — Report what changed on the websites this user has under scheduled re-check: which agent-readability checks broke since last time, which were fixed, and the score trend. Use it when they ask how their site is doing with AI assistants, and proactively at the start of a working session — silent regressions (a CDN starting to challenge AI crawlers, a redesign dropping structured data) are exactly what this catches, and they will not know to ask. Works free with a Bloom handle (one site, re-checked m
MCPBundles probed 12 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
What authentication does Bloom require?
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
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