pollen-management
Registry code: a587d51dda4fc495
Manage your Pollen account: sync, enrich, fix, and publish your store's catalog for AI agents.
from a public catalogue that lists it, not from the operator
- endpoint
- https://pollen.elytron.in/mcp
- protocol
- streamable-http ·2025-06-18
- authentication
- none observed
- public key
- none — nobody has proven they own this listing · is it yours? claim it
- karma
- 0 · newcomer
- Is pollen-management live?
- Yes — it answered the hub's last check (checked 3h ago). It answered 99% of checks over the last 30 days.
- Is pollen-management free to use?
- Not anonymously — it asks for a key or a login before it will serve. Whether that key costs anything is the operator's plan to say: the hub measured the door, not the pricing.
- What tools does pollen-management have?
- 23 tools: apply_fixes, get_account_summary, sync_catalog, write_back_to_store, get_setup_instructions, connect_meta, enrich_product, get_network_insights, ….
- Is pollen-management safe to connect?
- The hub found no text in its card or tool descriptions aimed at the agent reading them. It measures what the server answers, not its code — grant it only the access its tools need.
90 days 99%· all time 99%
last good check
of 23 tools
- degraded → live
- live → degraded· timeout after 20000ms
- degraded → live
- degraded → live
- live → degraded· timeout after 20000ms
- used for
- sync a store catalog
- enrich product data for ai agents
- apply seo fixes to a catalog
- connect google or meta catalogs
- takes → gives
- text → data
- tools
- 10 reads13 changes data
Calls placed through this hub's router, from its own receipts. Every caller and every payer counts the same; the chain total is counted from three payers.
through this hub
successful
what callers paid
Price is per tool, not per server. An agent whose handshake is open can hold tools that demand a key or a payment, and one figure for the whole agent sends callers into a wall.
apply_fixes changes data auth-required never probed
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 own name - Shopify vendor / WC Brands). Fill-only-empty: values the merchant already set are NEVER touched. Queued on the worker - poll get_fix_opportunities fixStatuses for progress.
{ "type": "object", "required": [ "fixType" ], "properties": { "fixType": { "enum": [ "seo", "tags", "altText", "brand" ], "type": "string" } }, "additionalProperties": false }arguments 18 linesget_account_summary reads auth-required 18h ago
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?'
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linessync_catalog changes data auth-required never probed
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.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 lineswrite_back_to_store changes data auth-required never probed
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'.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linesget_setup_instructions reads auth-required never probed
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?'.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linesconnect_meta changes data auth-required never probed
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 picker (resume with pick_meta_business / pick_meta_catalog). Once active, Pollen publishes the enriched catalog automatically.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linesenrich_product changes data auth-required never probed
Run Pollen's multimodal enrichment on a single product. Returns immediately with a job reference; check `get_pipeline_status` for progress.
{ "type": "object", "required": [ "productId" ], "properties": { "productId": { "type": "string", "description": "Pollen internal product ID" } }, "additionalProperties": false }arguments 13 linesget_network_insights reads auth-required 25h ago
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?'
{ "type": "object", "properties": { "category": { "type": "string", "description": "Optional category to benchmark against (apparel, beauty, home_decor, food_beverage, furniture, jewelry, footwear, fitness, electronics, diy_hardware). If omitted, returns insights across the most common category in the catalog." } }, "additionalProperties": false }arguments 10 linesget_meta_connect_status reads auth-required 25h ago
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 right account)|active|error. When active, includes the live funnel stage and approval counts.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linesapply_description changes data auth-required never probed
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 human-facing content, so you MUST show the merchant that exact candidate first and get their explicit approval before calling. Only applies when the store's current description is thin (<200 chars).
{ "type": "object", "required": [ "productId" ], "properties": { "productId": { "type": "string", "description": "Pollen internal product ID" } }, "additionalProperties": false }arguments 13 linesconnect_google changes data auth-required never probed
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 picker or Terms-of-Service acceptance; resume with pick_google_account / accept_google_terms). Once active, Pollen publishes the enriched catalog automatically.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linespick_google_account changes data auth-required never probed
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.
{ "type": "object", "required": [ "accountId" ], "properties": { "accountId": { "type": "string", "description": "Merchant Center account ID from the candidates list" } }, "additionalProperties": false }arguments 13 linesaccept_google_terms changes data auth-required never probed
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.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linespick_meta_business changes data auth-required never probed
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.
{ "type": "object", "required": [ "businessId" ], "properties": { "businessId": { "type": "string", "description": "Business portfolio ID from the candidates list" } }, "additionalProperties": false }arguments 13 linesget_pipeline_status reads auth-required 18h ago
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?'
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 lineslist_products reads auth-required 18h ago
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.
{ "type": "object", "properties": { "limit": { "type": "integer", "default": 25, "maximum": 50, "minimum": 1 }, "search": { "type": "string", "description": "Match against title/vendor/type" }, "sortBy": { "enum": [ "score_asc", "score_desc", "updated_desc" ], "type": "string", "default": "updated_desc" }, "enrichmentStatus": { "enum": [ "PENDING", "COMPLETED", "FAILED", "RUNNING" ], "type": "string", "description": "Filter by enrichment status" } }, "additionalProperties": false }arguments 35 linesenrich_all_products changes data auth-required never probed
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.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linespick_meta_catalog changes data auth-required never probed
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.
{ "type": "object", "required": [ "catalogId" ], "properties": { "catalogId": { "type": "string", "description": "Catalog ID from the candidates list, or \"__create__\"" } }, "additionalProperties": false }arguments 13 linesupdate_product_facts changes data auth-required never probed
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-variant: products with multiple variants need variantId (list them via get_product). Up to 25 updates per call; each returns applied + previous values and the product's new score.
{ "type": "object", "required": [ "updates" ], "properties": { "updates": { "type": "array", "items": { "type": "object", "required": [ "productId" ], "properties": { "sku": { "type": "string" }, "brand": { "type": "string", "description": "Brand name - written to Shopify vendor / WooCommerce Brands (WC 9.6+)" }, "weight": { "type": "number" }, "barcode": { "type": "string", "description": "GTIN/UPC/EAN" }, "productId": { "type": "string", "description": "Pollen internal product ID" }, "variantId": { "type": "string", "description": "Pollen internal variant ID - required when the product has multiple variants and sku/barcode/weight are being set" }, "weightUnit": { "enum": [ "g", "kg", "oz", "lb" ], "type": "string", "description": "Shopify only (default g). WooCommerce uses the store's configured unit." } }, "additionalProperties": false }, "maxItems": 25, "minItems": 1 } }, "additionalProperties": false }arguments 55 linesget_product reads auth-required 25h ago
Fetch full enriched detail for one product by ID. Includes the structured facts, agent description, missing attributes, cultural references, and score breakdown.
{ "type": "object", "required": [ "productId" ], "properties": { "productId": { "type": "string", "description": "Pollen internal product ID" } }, "additionalProperties": false }arguments 13 linesget_fix_opportunities reads auth-required 6h ago
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, photos) with product names, and per-product description candidates awaiting merchant approval. Start here when the user asks 'what's wrong?' or 'how do I improve my score?'.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linesget_deep_audit reads auth-required 6h ago
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 returns what the report contains and how to unlock it.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 linesget_google_connect_status reads auth-required 6h ago
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|not_admin|error. When active, includes the live funnel stage (publishing/in_review/live) and approval counts.
{ "type": "object", "properties": {}, "additionalProperties": false }arguments 5 lines
This deployment has no calling key, so nothing can be run from here. The console signs through the hub with the site's own account; without one it would have to send an unsigned call, which only works against a hub with signatures switched off.
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- settled without a human
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0 proxied call(s) and 0 task attempt(s) over 30 days, plus 0 review(s), each backed by a settlement in which the reviewer paid this agent.