MCP Server
Partle
xyz.rubenayla.partle/marketplace
What this MCP does
Searches nearby product and store listings and manages personal inventory, product listings, buy requests, and marketplace images.
Capabilities
Tools
21
tools
add_inventory_item
Add an item to the caller's personal inventory.
Authenticated. Required OAuth scope: `inventory:write`.
One creation tool covers all lifecycle states â set ``status`` based
on the user's intent: "I bought" â ``owned``, "I want" â ``wanted``,
"I'm selling" â ``for_sale``. Either ``product_id`` (linked to an
existing Partle product) or ``name`` (freeform) must be set.
**Not idempotent** â each call creates a new row.
Args:
name: Freeform name for items not yet linked to a Partle product.
Either ``name`` or ``product_id`` must be set.
product_id: Link to a canonical Partle product.
status: Lifecycle. One of: ``owned``, ``wanted``, ``for_sale``,
``sold``, ``discarded``. Default ``owned``.
quantity: How many. Fractional allowed. Default 1.
notes: Freeform multi-line text â the dumping ground for anything
not modeled as a column: extra URLs, comments, where stored,
condition narrative, purpose, source, history, log entries.
Markdown is fine. **Put extra URLs here, not in another field.**
acquisition_price: What the user paid.
acquisition_currency: Currency of acquisition_price.
purchased_at: ISO date (YYYY-MM-DD) when it was acquired.
asking_price: When status=for_sale, asking price.
asking_currency: Currency of asking_price.
condition: Free string â typical: ``new``, ``like_new``,
``good``, ``fair``, ``poor``.
external_link: **Primary** click-through URL only (source listing,
vendor page, manufacturer page). Exactly one. Additional URLs
go in ``notes`` as markdown links.
external_id: Stable identifier from the source system, used as a
**dedup key**. Per-user unique when set â same external_id
can't appear twice for one user. Format is up to you (e.g.
``aliexpress:1005004714348221``, ``amazon:order/3024.../line/1``,
content hash). Leave null for handwritten items.
project: Tag for grouping (e.g. "kitchen-renovation").
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless.
Returns:
The newly-created inventory row (with embedded `product` if
linked), or ``{"error": ...}`` on auth/validation failure.
Input schema
{'type': 'object', 'title': 'add_inventory_itemArguments', 'properties': {'name': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Name', 'default': None}, 'notes': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Notes', 'default': None}, 'status': {'type': 'string', 'title': 'Status', 'default': 'owned'}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'project': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Project', 'default': None}, 'quantity': {'type': 'number', 'title': 'Quantity', 'default': 1}, 'condition': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Condition', 'default': None}, 'product_id': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Product Id', 'default': None}, 'external_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'External Id', 'default': None}, 'asking_price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Asking Price', 'default': None}, 'purchased_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Purchased At', 'default': None}, 'external_link': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'External Link', 'default': None}, 'asking_currency': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Asking Currency', 'default': None}, 'acquisition_price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Acquisition Price', 'default': None}, 'acquisition_currency': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Acquisition Currency', 'default': None}}}
create_buy_request
Post a public buy request â an ad asking suppliers to reach out.
Use when the user wants others to know they're looking to buy
something. **Independent of personal inventory** â inventory is the
user's private workshop tracking; a buy request is a sales-facing
ad on the public demand feed at /wanted.
Authenticated. Required OAuth scope: ``inventory:write``.
**Not idempotent** â each call creates a new public post.
Args:
name: Short scannable headline ("Looking for X"). Required.
description: Plain text long-form â specs, constraints, delivery
preference. The supplier reads this to decide whether they
can fulfil.
quantity: How many units the poster wants. Default 1.
max_price: Optional ceiling per unit.
currency: Currency for max_price (default â¬).
contact: Free-form contact (email/phone/Telegram/etc.) shown
publicly. Optional. Without it, suppliers can only respond
via whatever channels you separately make available.
reference_url: Link to a sample/datasheet/manufacturer page.
product_id: Link to a canonical Partle product if asking for a
specific known SKU.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless.
Returns:
The newly-created buy request, or ``{"error": ...}``.
Open world
Input schema
{'type': 'object', 'title': 'create_buy_requestArguments', 'properties': {'name': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Name', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'contact': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Contact', 'default': None}, 'currency': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Currency', 'default': 'â\x82¬'}, 'quantity': {'type': 'integer', 'title': 'Quantity', 'default': 1}, 'max_price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Max Price', 'default': None}, 'product_id': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Product Id', 'default': None}, 'description': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Description', 'default': None}, 'reference_url': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Reference Url', 'default': None}}}
create_product
Create a new product listing on Partle.
Authenticated. Prefer **OAuth**: connect once via the consent flow on
claude.ai (or any MCP client that supports OAuth) and the bearer token
is attached automatically â no `api_key` parameter needed. **Fallback**:
pass an `api_key` (prefix `pk_`, generate at /account) for programmatic
or non-OAuth clients.
Required OAuth scope: `products:write`.
Use when the user wants to add an item for sale. For edits to an
existing product, use `update_product` instead.
**Images.** This tool creates text fields only â no image arg. Do
**not** try to pass image bytes through a tool argument; phone-sized
payloads blow past conversation context limits.
The response includes a one-shot ``upload_url`` (signed, ~15 min TTL,
bound to this product and your authenticated user). To attach an
image from your code-execution sandbox, do **one** PUT request â no
auth headers needed, the URL itself carries the credential:
requests.put(result["upload_url"],
data=open("/path/to/photo.jpg", "rb").read(),
headers={"Content-Type": "image/jpeg"})
The bytes flow Python â HTTP body â Partle, never through the
conversation. The URL works once and expires fast.
Alternative if you don't have local bytes but have a public image URL:
call ``upload_product_image(product_id, image_url=...)`` instead.
**Duplicate prevention.** Same user, same product name (case- and
whitespace-insensitive) returns 409 with `existing.id`, `existing.url`,
**and a fresh `upload_url`** for that existing product â so if the
user is just retrying with a photo, you can attach it directly to the
existing listing without having to create or pick anything new. You
can also call `update_product` to change fields. Don't retry blindly.
**Idempotency.** Pass `idempotency_key` (any unique string per logical
create â UUID or hash of the source listing) and a retry after a
network failure returns the original response instead of creating a
duplicate. Reusing a key with a different payload is a 422.
Args:
name: Product name. Required, 1â200 chars.
description: Long-form product description. Optional.
price: Price in whole currency units, **not** cents (e.g. ``15.99``
means â¬15.99). Max 100000. Omit for "ask the seller".
currency: Currency symbol. Defaults to `â¬`. Use `$`, `£`, etc.
url: Link to the merchant's product page. Optional but recommended.
store_id: ID of the store this product belongs to. Omit for a
personal listing not tied to any store.
listing_type: ``in_stock`` (default) when the seller has the item
and it can be bought now. ``tentative`` when they do not stock
it and want to measure interest first â such a listing is kept
out of normal search results and instead collects "I need this"
presses. Only use ``tentative`` if the user explicitly said they
are gauging demand; an item that is merely out of stock today is
still ``in_stock``. If the user is looking to *buy* something
nobody sells, use `create_buy_request` instead â that is the
demand side and it is a different tool.
idempotency_key: Optional retry-safety token. Unique per logical
create. Send the same key on retries to get the same response.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
The created product record including its new `id` and canonical
`partle_url`. Share `partle_url` with the user. Returns
``{"error": ...}`` on auth, dedup, or validation failure (dedup
also returns ``{"existing": {"id", "name", "url"}}``).
Open world
Idempotent
Input schema
{'type': 'object', 'title': 'create_productArguments', 'required': ['name'], 'properties': {'url': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Url', 'default': None}, 'name': {'type': 'string', 'title': 'Name'}, 'price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Price', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'currency': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Currency', 'default': 'â\x82¬'}, 'store_id': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Store Id', 'default': None}, 'description': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Description', 'default': None}, 'listing_type': {'type': 'string', 'title': 'Listing Type', 'default': 'in_stock'}, 'idempotency_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Idempotency Key', 'default': None}}}
delete_inventory_item
Permanently delete an inventory row.
Authenticated. Required OAuth scope: `inventory:write`. Caller must
own the item (404 otherwise). Hard delete â no soft-delete.
Args:
item_id: ID of the row to delete.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless.
Returns:
``{"deleted": true, "id": item_id}`` on success, or
``{"error": ...}`` on auth / not-found.
Destructive
Idempotent
Input schema
{'type': 'object', 'title': 'delete_inventory_itemArguments', 'required': ['item_id'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'item_id': {'type': 'integer', 'title': 'Item Id'}}}
delete_product
Permanently delete a product listing and all its images. Destructive.
Authenticated. OAuth (scope `products:write`) preferred; `api_key` fallback.
Use only when the user explicitly asks to remove a listing they own.
Cannot be undone â there is no soft-delete or trash bin. Idempotent:
deleting a product that no longer exists returns an error, not duplicate
side effects.
Caller must own the product.
Args:
product_id: ID of the product to delete. Get from `get_my_products`.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
``{"deleted": True, "product_id": int}`` on success, or
``{"error": ...}`` on auth/ownership failure.
Destructive
Open world
Idempotent
Input schema
{'type': 'object', 'title': 'delete_productArguments', 'required': ['product_id'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'product_id': {'type': 'integer', 'title': 'Product Id'}}}
delete_product_image
Remove a specific image from a product. Destructive, idempotent.
Authenticated. OAuth (scope `products:write`) preferred; `api_key` fallback.
Use when an image was uploaded by mistake or the merchant updated their
listing. The product itself is preserved â only the image record and its
file are removed. To remove the product entirely use `delete_product`.
Args:
product_id: ID of the product the image belongs to.
image_id: ID of the image to delete. Visible in the `images` array of
`get_product` responses.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
``{"deleted": True, "product_id": int, "image_id": int}`` on success,
or ``{"error": ...}`` on auth/ownership failure.
Destructive
Open world
Idempotent
Input schema
{'type': 'object', 'title': 'delete_product_imageArguments', 'required': ['product_id', 'image_id'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'image_id': {'type': 'integer', 'title': 'Image Id'}, 'product_id': {'type': 'integer', 'title': 'Product Id'}}}
get_my_inventory
List the caller's personal inventory items.
Authenticated. Required OAuth scope: `inventory:read` (or pass an
`api_key` for legacy/programmatic clients).
Use this when the user asks "what do I own?", "what's on my
wishlist?", "what am I selling?", etc. The returned rows include
every status by default; pass `status` to filter.
Args:
status: Filter by lifecycle. One of: ``owned``, ``wanted``,
``for_sale``, ``sold``, ``discarded``. Omit for all.
product_id: Filter to rows linked to a specific Partle product.
project: Exact-match filter on the project tag.
q: Substring search on `name` and `notes` (case-insensitive).
limit: Page size, 1â200. Default 50.
offset: Pagination offset. Default 0.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
``{"items": [...], "count": int}`` where each item carries
status, quantity, name (or linked product), notes, prices, etc.
On auth failure: ``{"error": ...}``.
Read only
Input schema
{'type': 'object', 'title': 'get_my_inventoryArguments', 'properties': {'q': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Q', 'default': None}, 'limit': {'type': 'integer', 'title': 'Limit', 'default': 50}, 'offset': {'type': 'integer', 'title': 'Offset', 'default': 0}, 'status': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Status', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'project': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Project', 'default': None}, 'product_id': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Product Id', 'default': None}}}
get_my_products
List products created by the authenticated user.
Authenticated. OAuth (scope `products:read`) preferred; `api_key` fallback.
Use when the user asks "what have I listed?" or before bulk operations
like updating prices across multiple of their products. Distinct from
`search_products`, which searches the public catalog without owner
scoping.
Read-only.
Args:
limit: Max results (1â200, default 50).
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
A list of products in the same shape as `search_products`. Returns
``[{"error": ...}]`` on auth failure.
Read only
Input schema
{'type': 'object', 'title': 'get_my_productsArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 50}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}}}
Output schema
{'type': 'object', 'title': 'get_my_productsOutput', 'required': ['result'], 'properties': {'result': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'title': 'Result'}}}
get_product
Get the full record for a single product by its numeric ID.
Use after `search_products` returns a candidate the user is interested in,
when you need fields not in the search summary (full description, all
images, sold status, expiration). Don't loop `get_product` over many search
results â re-search with tighter filters instead.
Read-only. No authentication.
Args:
product_id: Integer `id` from a `search_products` result, or visible in
a Partle product page URL (`/p/<id>-<slug>`).
Returns:
A single product object with all fields, including the canonical
`partle_url` to share with the user. Returns ``{"error": ...}`` if the
ID does not exist.
Read only
Input schema
{'type': 'object', 'title': 'get_productArguments', 'required': ['product_id'], 'properties': {'product_id': {'type': 'integer', 'title': 'Product Id'}}}
get_stats
Get top-level Partle platform statistics.
Use for size questions ("how big is Partle?", "how many stores does
Partle cover?"). Aggregate counts only â no per-product or per-store
data; use `search_products` / `search_stores` for that.
Read-only. No authentication. Cheap, but rarely changes â long-running
agents should cache the result.
Returns:
``{"total_products": int, "total_stores": int, "description": str}``.
Read only
Input schema
{'type': 'object', 'title': 'get_statsArguments', 'properties': {}}
get_store
Get the full record for a single store by its numeric ID.
Use after `search_stores` to retrieve fields not in the search summary
(full address, owner profile, contact details). For a list of *products*
in that store, call `search_products(store_id=â¦)` instead â this tool
returns store metadata only.
Read-only. No authentication.
Args:
store_id: Integer `id` from a `search_stores` result.
Returns:
A single store object with all fields. Returns ``{"error": ...}`` if
the ID does not exist.
Read only
Input schema
{'type': 'object', 'title': 'get_storeArguments', 'required': ['store_id'], 'properties': {'store_id': {'type': 'integer', 'title': 'Store Id'}}}
get_upload_url
Mint a one-shot signed upload URL for a product you own.
Authenticated. OAuth (scope `products:write`) preferred; `api_key` fallback.
Use this when you have **local image bytes** (a file the user attached,
bytes you generated/downloaded in your sandbox) and you want to attach
them to a product that already exists. Common cases:
- `create_product` returned 409 (duplicate name) â the listing already
exists; this tool gives you an upload URL for it without creating
anything new.
- You're adding a 2nd, 3rd, ⦠photo to a product.
The returned URL is valid for ~15 min, single product, signed with
your authenticated identity. From your sandbox, do **one PUT**:
requests.put(result["upload_url"],
data=open("/path/to/photo.jpg", "rb").read(),
headers={"Content-Type": "image/jpeg"})
No auth header on that PUT â the URL is the credential.
If you have a public URL (not local bytes), use
`upload_product_image(product_id, image_url=...)` instead.
Args:
product_id: Product to attach the future image to. You must own it.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
``{"upload_url": str, "upload_expires_in": int}``, or
``{"error": ...}`` on auth/ownership failure.
Idempotent
Input schema
{'type': 'object', 'title': 'get_upload_urlArguments', 'required': ['product_id'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'product_id': {'type': 'integer', 'title': 'Product Id'}}}
mark_for_sale
Move an inventory item to status=for_sale and set listing fields.
Convenience wrapper over `update_inventory_item` that matches a
natural user request ("list my drill for sale at 30â¬"). Sets all
three columns (`status`, `asking_price`, `asking_currency`, and
optionally `condition`) atomically.
Authenticated. Required OAuth scope: `inventory:write`. Caller must
own the item.
Args:
item_id: ID of the inventory row.
asking_price: How much you're asking for it. Whole units, not
cents. Required.
asking_currency: Currency. Default `â¬`.
condition: Free string describing the item's condition (e.g.
``like_new``, ``good``). Optional.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless.
Returns:
The updated inventory row, or ``{"error": ...}``.
Idempotent
Input schema
{'type': 'object', 'title': 'mark_for_saleArguments', 'required': ['item_id', 'asking_price'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'item_id': {'type': 'integer', 'title': 'Item Id'}, 'condition': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Condition', 'default': None}, 'asking_price': {'type': 'number', 'title': 'Asking Price'}, 'asking_currency': {'type': 'string', 'title': 'Asking Currency', 'default': 'â\x82¬'}}}
mark_sold
Mark an inventory item as sold (status=sold).
Convenience wrapper over `update_inventory_item` for the natural
"I sold the drill" request.
Authenticated. Required OAuth scope: `inventory:write`. Caller must
own the item.
Args:
item_id: ID of the inventory row.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless.
Returns:
The updated inventory row, or ``{"error": ...}``.
Idempotent
Input schema
{'type': 'object', 'title': 'mark_soldArguments', 'required': ['item_id'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'item_id': {'type': 'integer', 'title': 'Item Id'}}}
search_products
Search Partle's product catalog by name or description.
CRITICAL SEARCH INSTRUCTION: Reason from the job to the product class first,
then search with a descriptive product phrase (e.g. including substrate, material,
or size class). DO NOT blindly search using the user's raw conversational words.
Transform questions like 'what do I need to attach a mirror to a brick wall?'
into a product phrase like 'heavy duty masonry wall anchor'.
Two distinct modes:
- **Default (no flags)** â fast keyword search. ~100ms. Acts like a normal
"dumb" search box: matches the literal words you typed against product
names and descriptions, with stemming. Good for queries where the user
knows the product's likely name ("BC547", "Arduino Uno", "Bosch
drill"). Returns noisy/wrong results on cross-language or attribute
queries ("compost bin" matches Spanish "composta", not real composters).
- **`super_search=True`** â slow, high-quality. ~1â2s. Run when the user
describes what they want rather than naming it: cross-language
("Schraubenzieher Set" â real screwdriver sets even without German
catalog entries), attribute-style ("small metal part with a flat
head"), or any case where the default returns junk. Embeds the query
with voyage-3-large, takes the cosine top-50 over the corpus (with an
exact-name precision boost for part numbers), then a cross-encoder
reranks them.
The two modes are mutually exclusive in practice â pick one based on
whether the user knows the product's name or is describing it.
Use this when the user asks to find a specific product or browse products
matching a query. Prefer over `search_stores` when the intent is product-led
("find a drill") rather than store-led. Use `get_product` afterwards if the
user wants full details for one specific result.
Read-only. No authentication. Rate-limited to 100 requests/hour per IP.
Args:
query: Free-text search term. In default mode, treated as keywords
(each word matched against product text). In `super_search=True`,
treated as a natural-language description.
min_price: Lower bound on price in EUR. Omit for no lower bound.
Null-priced rows are NOT excluded by this filter â pass
`has_price=True` if you need only priced listings.
max_price: Upper bound on price in EUR. Omit for no upper bound.
Tip â narrow by budget: `min_price=10, max_price=50,
sort_by="price_asc", has_price=True`. Products without a listed
price (a large fraction of the scraped catalog) sort last under
either price ordering and are kept in results unless `has_price`
filters them out.
tags: Comma-separated tag filter (e.g. "electronics,bluetooth"). Tags
are AND-ed together.
store_id: Restrict results to a single store. Use the integer `id` from
`search_stores` results.
sort_by: One of `price_asc`, `price_desc`, `name_asc`, `newest`,
`oldest`. Omit to use the default search-relevance ranking.
has_price: When True, exclude products without a listed price (~most
of the scraped catalog). Use this for competitive pricing or
budget-bounded shopping. When False, return only null-priced
listings (rarely useful). Omit to include both.
semantic: Legacy flag. Pure vector ordering, ~250ms. Mostly
superseded by `super_search=True` (which uses the same vector
retrieval plus a cross-encoder rerank for materially better
ordering at the cost of another ~700ms). Keep using it only if
you specifically want vector retrieval *without* the rerank.
super_search: **Enable for natural-language / "describe what I
want" queries.** ~1â2s. Embeds the query with voyage-3-large,
takes the cosine top-50 (with a precision boost for exact-name
matches like part numbers / SKUs), then a cross-encoder reranks
them. Use whenever the user is describing rather than naming â
cross-language ("Schraubenzieher Set"), attribute-style
("small black metal bracket"), or any case where the default
keyword path returns junk. Don't combine with cheap
browse-style queries where the user typed an exact product
name â keyword default is faster there.
On `relevance_score` here: better than the bi-encoder cosine,
but still not a "did I find what the user wanted" gauge.
Behavior to expect: gibberish or fully-off-topic queries cap
around 0.35; loosely-related catalogue clusters can score 0.7+
even when no item truly matches (a "ceramic vase" query in a
catalog with no vases but many ceramic flowerpots will still
score high). **Read the product names** before claiming a
match. The score is most useful as a relative signal within
one result set â a sharp drop between rank N and N+1 marks
where the catalog stops being useful for this query.
limit: Max results (1â100, default 20). Larger limits are slower and
consume rate budget faster.
offset: Skip this many results before returning. Use for pagination
(offset += limit on each follow-up call).
Returns:
A list of products. Each includes `id`, `name`, `price`, `currency`,
`url`, `description`, `store` (id/name/address), `tags`, `images`, a
canonical `partle_url`, and `relevance_score` (cosine similarity 0â1
between the query and the product's embedding when a query was
provided; `None` otherwise). **Always share `partle_url` with the
user so they can view the listing.**
Caveat on `relevance_score`: it is monotonic *within a single search
result set* (useful for spotting a big drop-off between rank 3 and
rank 4), but its absolute value is not well-calibrated across
queries â most results land in 0.55â0.80 regardless of whether the
catalog has truly relevant items. Don't infer "this is a great
match" from a 0.75 score alone.
Read only
Input schema
{'type': 'object', 'title': 'search_productsArguments', 'required': ['query'], 'properties': {'tags': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Tags', 'default': None}, 'limit': {'type': 'integer', 'title': 'Limit', 'default': 20}, 'query': {'type': 'string', 'title': 'Query'}, 'offset': {'type': 'integer', 'title': 'Offset', 'default': 0}, 'sort_by': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Sort By', 'default': None}, 'semantic': {'type': 'boolean', 'title': 'Semantic', 'default': False}, 'store_id': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Store Id', 'default': None}, 'has_price': {'anyOf': [{'type': 'boolean'}, {'type': 'null'}], 'title': 'Has Price', 'default': None}, 'max_price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Max Price', 'default': None}, 'min_price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Min Price', 'default': None}, 'super_search': {'type': 'boolean', 'title': 'Super Search', 'default': False}}}
Output schema
{'type': 'object', 'title': 'search_productsOutput', 'required': ['result'], 'properties': {'result': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'title': 'Result'}}}
search_stores
Search or list stores in the Partle marketplace.
Use for store-led questions ("what hardware shops are in Madrid?") rather
than product-led ones (use `search_products` for that). Pass no query to
browse the whole catalog.
Read-only. No authentication. Rate-limited to 100 requests/hour per IP.
Args:
query: Free-text search over store name and address. Omit to list
all stores in default order.
limit: Max results (1â50, default 20).
Returns:
A list of stores with `id`, `name`, `address`, `lat`/`lon` (when
geocoded), `homepage`, `type`, and `product_count` (active listings
in the store â useful for competitive-landscape sizing without a
separate `search_products` round-trip). Pass `id` to
`search_products(store_id=â¦)` to filter the product catalog by that
store.
Read only
Input schema
{'type': 'object', 'title': 'search_storesArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 20}, 'query': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Query', 'default': None}}}
Output schema
{'type': 'object', 'title': 'search_storesOutput', 'required': ['result'], 'properties': {'result': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'title': 'Result'}}}
search_wanted
Browse public buy requests â what users are looking to buy but
haven't found through normal supply.
The demand side of Partle. Use this when an agent wants to **offer
matches** (cross-reference open requests against `search_products`
and surface hits) or just survey unmet demand. Every result is a
public posting â users put these up specifically so suppliers can
reach them.
Buy requests are independent of personal inventory (which is private):
these are sales-facing ads, not workshop tracking notes.
Read-only. No authentication. Rate-limited 100 req/hour per IP.
Args:
query: Free-text filter over name + description (case-insensitive
substring). Omit to list everything, newest first.
limit: Max results (1â100, default 20).
offset: Pagination offset.
Returns:
A list of open buy requests. Each includes ``id``, ``name`` (plus a
deprecated ``title`` mirror of it),
``description`` (markdown â read the full text for specs and
constraints), ``quantity``, ``max_price`` + ``currency`` (if the
poster set a ceiling), ``contact`` (if they left an
email/phone/handle), ``reference_url`` (sample or datasheet link
if any), ``posted_by`` (display name), and ``created_at``.
If the poster left a ``contact`` value, that's how a supplier
should respond â Partle doesn't broker the conversation.
Read only
Input schema
{'type': 'object', 'title': 'search_wantedArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 20}, 'query': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Query', 'default': None}, 'offset': {'type': 'integer', 'title': 'Offset', 'default': 0}}}
Output schema
{'type': 'object', 'title': 'search_wantedOutput', 'required': ['result'], 'properties': {'result': {'type': 'array', 'items': {'type': 'object', 'additionalProperties': True}, 'title': 'Result'}}}
submit_feedback
Report a problem with **the Partle marketplace API/MCP itself**.
Authenticated. Prefer **OAuth**: connect once via the consent flow and the
bearer token is attached automatically. **Fallback**: pass an `api_key`
(prefix `pk_`, generate at /account). Required OAuth scope: `feedback:write`.
Feedback is attributed to your account so reports are trustworthy and the
channel can't be flooded anonymously.
Scope â what this is for:
- A Partle tool description is unclear or its parameters are surprising.
- A Partle response is broken, malformed, or missing fields.
- The Partle catalog is missing a category of products you'd expect.
- Search relevance is off for a specific class of queries on Partle.
Scope â what this is **NOT** for:
- General complaints about tasks Partle isn't designed to do (Partle is
a local-marketplace search/listing API â not a news API, an HTML
hosting service, a portfolio-rebalancing app, a stock brokerage, or
a generic dashboard SaaS).
- Venting that an invented API key was rejected (Partle keys must be
`pk_<hex>`; generate one at /account â don't fabricate them).
- Asking the maintainers to do work the user requested but you can't
do. If you can't fulfil a user request, tell the user â don't submit
feedback about it here.
Don't loop â each call adds a row and pages the maintainer. Resubmitting
the same text within 24h is de-duplicated (returns the existing id).
Args:
feedback: Freeform text up to 5000 characters. Be specific â name
the tool, the input that was confusing, and what you expected.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
``{"id": int, "message": "Thanks for the feedback!"}`` on success, or
``{"error": ...}`` on auth, rate-limit, or validation failure.
Input schema
{'type': 'object', 'title': 'submit_feedbackArguments', 'required': ['feedback'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'feedback': {'type': 'string', 'title': 'Feedback'}}}
update_inventory_item
Patch an existing inventory item. Only provided fields change.
Authenticated. Required OAuth scope: `inventory:write`. Caller must
own the item (404 otherwise â we don't leak existence).
Idempotent: calling twice with the same input yields the same final
state. For lifecycle convenience, see `mark_for_sale` and
`mark_sold` which set the right combination of fields atomically.
Args:
item_id: ID of the inventory row to update. Get from
`get_my_inventory` or `add_inventory_item`'s return value.
(every other param matches `add_inventory_item`; omit any field
you don't want changed.)
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless.
Returns:
The updated inventory row, or ``{"error": ...}`` on auth /
not-found / validation failure.
Idempotent
Input schema
{'type': 'object', 'title': 'update_inventory_itemArguments', 'required': ['item_id'], 'properties': {'name': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Name', 'default': None}, 'notes': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Notes', 'default': None}, 'status': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Status', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'item_id': {'type': 'integer', 'title': 'Item Id'}, 'project': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Project', 'default': None}, 'quantity': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Quantity', 'default': None}, 'condition': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Condition', 'default': None}, 'product_id': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Product Id', 'default': None}, 'external_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'External Id', 'default': None}, 'asking_price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Asking Price', 'default': None}, 'purchased_at': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Purchased At', 'default': None}, 'external_link': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'External Link', 'default': None}, 'asking_currency': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Asking Currency', 'default': None}, 'acquisition_price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Acquisition Price', 'default': None}, 'acquisition_currency': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Acquisition Currency', 'default': None}}}
update_product
Update an existing product listing. Only provided fields are changed.
Authenticated. OAuth (scope `products:write`) preferred; `api_key` accepted
as fallback.
Only fields you pass are changed; omitted fields are preserved.
Idempotent â calling twice with the same input yields the same final
state. For creating a new listing, use `create_product` instead.
Caller must own the product. Trying to update someone else's product
returns an error.
Args:
product_id: ID of the product to update. Get from `create_product`'s
return value, `get_my_products`, or `search_products`.
name: New product name. Omit to leave unchanged.
description: New description. Omit to leave unchanged.
price: New price in whole currency units (e.g. 15.99 = â¬15.99). Max
100000. Omit to leave unchanged.
currency: New currency symbol. Omit to leave unchanged.
url: New merchant URL. Omit to leave unchanged.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
The updated product record (full, not just the changed fields), or
``{"error": ...}`` on auth/ownership/validation failure.
Open world
Idempotent
Input schema
{'type': 'object', 'title': 'update_productArguments', 'required': ['product_id'], 'properties': {'url': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Url', 'default': None}, 'name': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Name', 'default': None}, 'price': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Price', 'default': None}, 'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'currency': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Currency', 'default': None}, 'product_id': {'type': 'integer', 'title': 'Product Id'}, 'description': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Description', 'default': None}}}
upload_product_image
Attach an image to an existing product by giving Partle a public URL
to download the image from.
Authenticated. OAuth (scope `products:write`) preferred; `api_key` fallback.
**When to use this tool**: the image is already hosted at a public URL
(a scraped product page, an Imgur link, a CDN URL the user provided).
Partle's server fetches it and stores it.
**When NOT to use this tool**: you have local image bytes (a file the
user attached, or bytes you generated/downloaded in your sandbox).
Sending those bytes through a tool argument blows past conversation
context limits â phone-photo-sized payloads can be 6+ MB of base64.
Instead, in your code-execution sandbox, POST the file directly to the
HTTP endpoint with multipart encoding:
requests.post(
"https://partle.rubenayla.xyz/v1/external/products/{product_id}/images",
files={"file": open("/path/to/photo.jpg", "rb")},
headers={"X-API-Key": "pk_..."},
)
Or, to create the listing and attach an image in one HTTP request:
requests.post(
"https://partle.rubenayla.xyz/v1/external/products",
data={"metadata": json.dumps({"name": ..., "price": ...})},
files={"image": open("/path/to/photo.jpg", "rb")},
headers={"X-API-Key": "pk_..."},
)
Args:
product_id: ID of the product to attach the image to.
image_url: Publicly fetchable URL of the image. Server fetches it
and stores it.
api_key: Optional API key (`pk_*`, generate at /account).
Used when there is no OAuth token, and also when the OAuth
token lacks the required scope â an explicitly passed key
overrides an ambient token that is scoped too narrowly.
An invalid or revoked token still fails regardless. Omit when using OAuth.
Returns:
The created `ProductImage` record with its `id` (use for deletion)
and storage path, or ``{"error": ...}`` on validation/auth failure.
Open world
Idempotent
Input schema
{'type': 'object', 'title': 'upload_product_imageArguments', 'required': ['product_id', 'image_url'], 'properties': {'api_key': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Api Key', 'default': None}, 'image_url': {'type': 'string', 'title': 'Image Url'}, 'product_id': {'type': 'integer', 'title': 'Product Id'}}}
History
Recent tool changes
Added
mark_sold
Sept. 17, 2026, 12:55 p.m.
Added
mark_for_sale
Sept. 17, 2026, 12:55 p.m.
Added
delete_inventory_item
Sept. 17, 2026, 12:55 p.m.
Added
update_inventory_item
Sept. 17, 2026, 12:55 p.m.
Added
add_inventory_item
Sept. 17, 2026, 12:55 p.m.
Added
get_my_inventory
Sept. 17, 2026, 12:55 p.m.
Added
upload_product_image
Sept. 17, 2026, 12:55 p.m.
Added
get_upload_url
Sept. 17, 2026, 12:55 p.m.
Added
get_my_products
Sept. 17, 2026, 12:55 p.m.
Added
delete_product_image
Sept. 17, 2026, 12:55 p.m.
Added
delete_product
Sept. 17, 2026, 12:55 p.m.
Added
update_product
Sept. 17, 2026, 12:55 p.m.
Added
create_product
Sept. 17, 2026, 12:55 p.m.
Added
submit_feedback
Sept. 17, 2026, 12:55 p.m.
Added
create_buy_request
Sept. 17, 2026, 12:55 p.m.
Added
search_wanted
Sept. 17, 2026, 12:55 p.m.
Added
get_stats
Sept. 17, 2026, 12:55 p.m.
Added
get_store
Sept. 17, 2026, 12:55 p.m.
Added
search_stores
Sept. 17, 2026, 12:55 p.m.
Added
get_product
Sept. 17, 2026, 12:55 p.m.
Added
search_products
Sept. 17, 2026, 12:55 p.m.
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