eBay Browse API MCP server — buy-side listing search and price intelligence
Project description
ebay-mcp
Give an AI agent real, live market prices — straight from the largest secondhand marketplace on the internet.
eBay is a continuously-updating ledger of what physical things actually cost right now. This wraps its Browse API as an MCP server with three tools, so an agent can search listings, pull a single item, and — the useful one — get an aggregated price landscape for anything: min, median, max, broken down by condition.
Python 3.12+ · MIT · MCP server · app-token auth, no user login
Setup is one free eBay app keyset — no user login, no OAuth consent screen to click through. Point an agent at it and ask "what does an RTX 5080 actually go for?" — one call back comes a grounded answer, split by condition, with the cheapest listings attached.
Contents
- The three tools
- Architecture: one client, three tools
- Authentication: client-credentials, cached
ebay_price_check: how the landscape is built- Install
- Configuration
- Sandbox vs. production
- Project layout
- License
The three tools
| Tool | What it does |
|---|---|
ebay_price_check |
Aggregated price landscape for a query — count, min/median/max, a breakdown by condition, and the cheapest listings. The headline tool. |
ebay_search |
Listing search with sorting and filtering — returns clean {itemId, title, price, condition, seller, itemWebUrl} rows. |
ebay_get_item |
Full detail for one item by ID. |
// ebay_price_check · query: "RTX 5080", exclude: ["laptop", "notebook"]
{
"count": 47, "currency": "USD",
"min": 899, "median": 1099, "max": 2200,
"by_condition": {
"New": { "count": 18, "min": 1099, "median": 1199, "max": 1634 },
"Used": { "count": 21, "min": 899, "median": 1050, "max": 1499 }
},
"cheapest": [ { "price": 899, "condition": "Used", "title": "…", "itemWebUrl": "…" } ]
}
Architecture: one client, three tools
Every tool flows through a single EbayBrowseClient, which owns the token and
talks to eBay. There's one place credentials are read, one place a token is
cached, one place HTTP happens — nothing to drift.
flowchart LR
Agent(["AI agent / Claude"])
subgraph server["ebay-mcp · stdio server"]
Tools["ebay_search<br/>ebay_get_item<br/>ebay_price_check"]
Client["EbayBrowseClient"]
Cache[("OAuth token<br/>in-memory, auto-refresh")]
end
Cfg["~/.ebay-mcp.toml<br/>or env vars"]
eBay["eBay Browse API"]
Agent -->|"MCP tool call"| Tools
Tools -->|"search / get_item"| Client
Client <-->|"reuse or mint token"| Cache
Client -->|"Bearer token + query"| eBay
eBay -->|"listings JSON"| Client
Cfg -.->|"keyset + active env"| Client
The server is async; the client is plain synchronous requests, run in a thread
(asyncio.to_thread) so a slow eBay call never blocks the event loop.
ebay_price_check is the one tool that does more than pass through — it runs a
search and then aggregates the result (see below).
Authentication: client-credentials, cached
eBay's Browse API uses an application token (the OAuth client-credentials grant) — no user is involved. The client mints one on first use, caches it in memory, and silently refreshes when it's about to expire. You never think about it.
sequenceDiagram
participant T as Tool call
participant C as EbayBrowseClient
participant O as eBay OAuth
participant B as Browse API
T->>C: search("RTX 5080")
alt token missing or expired
C->>O: POST /identity/v1/oauth2/token<br/>Basic(app_id:cert_id), grant=client_credentials
O-->>C: access_token + expires_in
Note over C: cache until (expires_in − 60s)
end
C->>B: GET /item_summary/search<br/>Authorization: Bearer …
B-->>C: listings JSON
C-->>T: parsed results
The 60-second buffer means a token is treated as expired slightly early, so a call never races a token that dies mid-flight. Tokens live ~2 hours; in practice one fetch covers a long session.
ebay_price_check: how the landscape is built
The other two tools are thin wrappers. This one is the reason the project exists: it turns a pile of raw listings into a number you can reason about.
flowchart LR
Q["query<br/>+ exclude[]"] --> S["search<br/>(up to 50 listings)"]
S --> F["drop excluded titles<br/>+ unpriced listings"]
F --> G["group by condition"]
G --> A["aggregate<br/>min · median · max"]
G --> H["cheapest N<br/>(the tail)"]
A --> R(["{ count, min, median, max,<br/>by_condition, cheapest }"])
H --> R
exclude is what makes the number honest — a search for "RTX 5080" is full of
laptops and prebuilt PCs, and exclude: ["laptop", "notebook", "prebuilt"]
strips them so the median reflects the actual card. The by_condition split
matters just as much: a "median" that blends new-in-box with used-and-abused is
noise; split by condition and each tier tells the truth.
One honest limitation worth knowing: the Browse API returns active asking prices, not completed sales. Treat the floor as "best currently advertised," not "what it sold for."
Install
git clone https://github.com/cunicopia-dev/ebay-mcp
cd ebay-mcp
python3.12 -m venv .venv && source .venv/bin/activate
pip install -e .
You need a (free) eBay developer application keyset — see docs/SETUP.md for the five-minute walkthrough. Then wire it into your MCP client:
{
"mcpServers": {
"ebay": { "command": "/path/to/ebay-mcp/.venv/bin/ebay-mcp" }
}
}
Configuration
Credentials come from environment variables (highest priority) or a
~/.ebay-mcp.toml file. The active env selects the keyset and the API
base URL together — so production creds can never accidentally point at the
sandbox, or vice versa.
flowchart TD
Start(["load_config()"]) --> Env{"EBAY_ENV /<br/>EBAY_*_APP_ID<br/>in environment?"}
Env -->|"set"| UseEnv["take keyset<br/>from env vars"]
Env -->|"unset"| Toml{"~/.ebay-mcp.toml<br/>present?"}
Toml -->|"yes"| UseToml["take keyset<br/>from TOML"]
Toml -->|"no"| Default["default env = production<br/>(error if creds missing)"]
UseEnv --> Pick["env → keyset + base URL<br/>(locked together)"]
UseToml --> Pick
Default --> Pick
# ~/.ebay-mcp.toml (chmod 600)
env = "production"
[production]
app_id = "YourApp-PRD-..."
cert_id = "PRD-..."
[sandbox]
app_id = "YourApp-SBX-..."
cert_id = "SBX-..."
Check what's active any time — credentials are masked in the output:
ebay-mcp-config
# env: production
# app_id: Keit****87dd
# cert_id: PRD-****0914
# api_base: https://api.ebay.com
# OK — configuration is valid.
Sandbox vs. production
Flip env between sandbox and production to switch environments — same code,
different endpoints and keyset. The sandbox is good for proving the auth flow
wires up; its inventory is sparse and seeded, so for real prices you want a
production keyset.
Project layout
src/ebay_mcp/
config.py # env + TOML loader; ebay-mcp-config CLI
browse.py # EbayBrowseClient — OAuth cache + search / get_item
server.py # MCP server: list_tools / call_tool / main
tests/ # config precedence, aggregation, tool listing (no network)
docs/SETUP.md # getting an eBay keyset
License
MIT
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