Weld
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Agent context

Context for every connector

Before an agent writes SQL against your data, it needs a map: which tables exist, how they join, and what the numbers mean. Weld ships that context with every connector and serves it over MCP.

Set up the MCP serverModels on GitHub
How many deals did each rep close last quarter?
Your agent, over MCP
  1. Schema
    47 tables, 1,306 fields, and the keys they join on
  2. Models
    deal_pipelinedeal_flow_by_monthrep_activity
  3. Access
    search_available_references · get_reference_schema · run_query
HubSpot, as an agent reads it.
Schema
Every table, field and join Weld syncs, so the agent picks the right tables and the right keys.
Models
Open-source SQL that defines the metrics: MRR, ticket resolution, ad spend by campaign. Weld and dbt.
Access
The Weld MCP server: search the context, read a schema, run a query, from Claude, Cursor or ChatGPT.
Directory

Pick a connector. See what your agent sees.

connectors with context
105
with models
99
models
357

Give your agents
the whole picture.

Connect your sources, deploy the models, and query everything from Claude, Cursor or ChatGPT over MCP. Free for 14 days, no credit card.

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