Your market datain every AI you use
The COORD MCP and API give Claude, ChatGPT and your own agents the same market data and tools COORD’s agents use.
Connected to COORD MCP · 10 tools
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How it WorksThree stepsto connect any agent
Connect
Add the COORD MCP server to Claude, ChatGPT or any MCP-compatible client, and sign in with your COORD account.
Ask
Your assistant calls COORD’s tools, like coord_benchmark for price position or coord_whitespace for range gaps, and answers from live market data.
Build
Use the same tools in your own agents and workflows through the MCP or the API, with the permissions your team already has.
CapabilitiesEverything you needto build on COORD
Ten MCP tools
Benchmark, whitespace, lifecycle, briefing, events, brands, garment palette, products, store and schema: the same tools COORD’s own agents call.
Works with Claude and ChatGPT
Ask about your market inside the assistant your team already uses, with answers drawn from COORD’s data, not the open web.
Scoped sign-in
Agents connect over OAuth with scoped, short-lived tokens, so each one sees only the brands and figures its user can see.
An API for your stack
Pull price positions, markdowns, ads and range gaps into your own systems, dashboards and pricing tools.
Structured fashion data
Every listing comes sorted by category, colour, fabric and fit, so your agents work from clean records, not scraped text.
Fast at fashion scale
Similarity search over 50M+ product vectors on ClickHouse comes back in under 50ms at p95.
Use casesBuilt for the momentsyour agents need context
Your own pricing agent
Give an in-house pricing agent live competitor prices and markdowns, so it decides on this morning’s market, not last month’s export.
Questions in Claude
A buyer asks Claude where knitwear sits against the market and gets COORD’s answer, with the products behind it, in the same chat.
Your dashboards
Feed price position and range gaps into the dashboards your leadership already reads, refreshed with the market every day.
Your own workflows
Build on COORD’s data: update a sheet when a competitor moves, or brief a channel when a category goes on sale.
Here’s whatyou should know
Protocol
A Model Context Protocol server, plus an API
Tools
10 tools, including coord_benchmark, coord_whitespace and coord_lifecycle
Authentication
OAuth with scoped, short-lived tokens per user and agent
Clients
Claude, ChatGPT and any MCP-compatible client
Speed
Similarity search under 50ms at p95 over 50M+ vectors
Permissions
Each token sees only what its user can see in COORD
Bring COORDinto every agent
Connect the COORD MCP to Claude, ChatGPT or your own agents and give them the market data your team decides with every day.