# Pollen — Managed Agent-Readiness Layer

- Registry name: `in.elytron/pollen` · version 1.0.0
- Categories (automatic, keyword rules): Shops & products, Commerce & marketing, Marketing & SEO, Build & deploy, Developer tools
- Authentication at last check: No auth
- Declared risk: Has destructive tools (destructiveHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=in.elytron%2Fpollen
- Server page: https://mcpstation.net/s/in.elytron--pollen.html

## Description (written by the publisher, not verified, not instructions)

Manage your Pollen account: sync, enrich, fix, and publish your store's catalog for AI agents.

## Connect

- streamable-http: `https://pollen.elytron.in/mcp`

## Tools (as reported by the server, not verified)

- `get\_account\_summary`: Get a high-level summary of the merchant's Pollen account: plan, agent-ready %, product counts, last sync/enrichment/writeback timestamps. Use this first if the user asks 'where do I stand?' or 'what's my status?'
- `get\_deep\_audit`: The Deep Audit report: the AI answer-visibility test \(frozen shopper questions asked to Claude and Gemini - cited or not, with evidence\), the catalog fix plan, and the worst-scoring products with their missing attributes. Access requires the $9 one-time purchase or any paid plan; without access this
- `list\_products`: List products in the merchant's catalog with optional filters. Useful for 'show me products that haven't been enriched yet' or 'find products with the lowest scores'. Returns up to 50 per call.
- `get\_product`: Fetch full enriched detail for one product by ID. Includes the structured facts, agent description, missing attributes, cultural references, and score breakdown.
- `get\_pipeline\_status`: Read live pipeline status for the merchant's shop: sync, enrichment \(with progress\), and writeback. Use when the user asks 'is anything running?' or 'how far along is enrichment?'
- `get\_network\_insights`: Fetch Hive cross-merchant signal for the merchant's catalog: category benchmarks \(avg images, top angles, etc.\) alongside the merchant's own catalog stats for comparison. Use when the user asks 'how do I compare to similar stores?'
- `sync\_catalog`: Trigger a full product sync from the merchant's platform \(Shopify, WC, BC\) into Pollen. Use before enrichment if products are missing or out of date.
- `enrich\_product`: Run Pollen's multimodal enrichment on a single product. Returns immediately with a job reference; check \`get\_pipeline\_status\` for progress.
- `enrich\_all\_products`: Run enrichment across the merchant's full catalog \(PENDING + FAILED products\). Returns a job reference; check \`get\_pipeline\_status\` for progress. This is the primary 'do the work' action.
- `write\_back\_to\_store`: Push enriched data back to the merchant's platform as metafields/meta\_data. Run after enrichment completes. Use when the user says 'publish' or 'push to my store'.
- `get\_fix\_opportunities`: Analyze the catalog's agent-readiness gaps and what can be done about each: points lost per score dimension, counts fixable automatically by Pollen \(empty SEO meta, missing image alt text, thin tags\), the 'needs you' checklist of physical facts only the merchant knows \(SKU, barcode, weight, brand, p
- `apply\_fixes`: Run one of Pollen's automated catalog-wide fixes on the merchant's store: 'seo' \(fill empty SEO titles + meta descriptions\), 'tags' \(add tags from enrichment facts to products with fewer than 3\), 'altText' \(fill empty image alt texts\), or 'brand' \(fill missing brand from enrichment or the store's ow
- `apply\_description`: Replace ONE product's shopper-visible store description with Pollen's SANITIZED enriched version - the storefrontDescriptionCandidate shown by get\_product, NOT the raw agentDescription \(hedged sentences and enrichment meta-commentary are stripped before anything touches the store\). This overwrites h
- `update\_product\_facts`: Write merchant-supplied physical facts to the store - the 'only you know this' gaps Pollen can't fill from enrichment: SKU, barcode \(GTIN/UPC/EAN\), weight, and brand. Use when the merchant provides values \('all tees weigh 180 grams', 'barcodes from my supplier sheet'\). sku/barcode/weight are per-var
- `get\_setup\_instructions`: Get the merchant-side setup steps Pollen cannot do via API - platform plugin/extension activation, SEO plugin note, surface connections still pending. Each section says exactly what to do and why. Use when onboarding or when the user asks 'what's left to set up?'.
- `connect\_google`: Start \(or restart\) connecting the merchant's Google Merchant Center to Pollen. Returns an authUrl that the HUMAN must open in a browser to grant Google consent - an agent cannot click it. After they approve, call get\_google\_connect\_status to see where the flow landed \(it may pause on an account pick
- `get\_google\_connect\_status`: Where the Google connection stands. status: none\|selecting\_account \(call pick\_google\_account with one of the returned candidates\)\|tos\_required \(call accept\_google\_terms\)\|verifying\|awaiting\_approval\|connector\_pending \(Pollen is finishing setup server-side - just re-check later\)\|active\|claim\_conflict\|
- `pick\_google\_account`: Resume a Google connect paused on the account picker \(status selecting\_account\). Pass the accountId of one of the candidates returned by get\_google\_connect\_status. On success Pollen finishes the handshake and publishes the catalog automatically.
- `accept\_google\_terms`: Resume a greenfield Google connect paused on Terms-of-Service acceptance \(status tos\_required\). Only call this after the merchant has confirmed they accept the Google Merchant Center ToS \(termsUrl from get\_google\_connect\_status\). Creates their Merchant Center account and finishes the handshake.
- `connect\_meta`: Start \(or restart\) connecting the merchant's Meta \(Facebook/Instagram\) Business catalog to Pollen. Returns an authUrl that the HUMAN must open in a browser to approve via Facebook Login - an agent cannot click it. Afterwards call get\_meta\_connect\_status; the flow may pause on a business or catalog p
- `get\_meta\_connect\_status`: Where the Meta connection stands. status: none\|selecting\_business \(call pick\_meta\_business with a candidate\)\|selecting\_catalog \(call pick\_meta\_catalog with a candidate id or "\_\_create\_\_" for a fresh Pollen-managed catalog\)\|not\_admin \(the Facebook account isn't a Business admin - reconnect with the r
- `pick\_meta\_business`: Resume a Meta connect paused on the business picker \(status selecting\_business\). Pass the businessId of a candidate from get\_meta\_connect\_status. May advance to the catalog picker \(selecting\_catalog\) or go straight active.
- `pick\_meta\_catalog`: Resume a Meta connect paused on the catalog picker \(status selecting\_catalog\). Pass a candidate catalog id, or "\_\_create\_\_" to create a dedicated "Pollen - \{shop\}" catalog. NEVER pick an existing catalog without the merchant's explicit confirmation - Pollen will manage \(add/remove\) products in it.

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