ContextfloVerifiedFeatured

What is Contextflo?

Contextflo is a governed context layer that connects Claude and ChatGPT to your data warehouse. Your whole team can ask questions of real company data in the AI they already use, no SQL required, and without exposing data they should not see.

What it does

• Connects to BigQuery, Snowflake, Postgres, Redshift, Databricks, ClickHouse, and MySQL, or you upload a CSV.
• Exposes your data over MCP, so Claude, ChatGPT, or any MCP client can query it.
• Enforces table-level access control at query time (Users, Groups, Rules).
• Logs every query per user for a complete audit trail.
• Answers using context built from your schema, saved queries, metric definitions, and docs, so numbers match what your team already agreed on.
• Includes dashboards and scheduled reports.

Built for teams

Roll it out to everyone who needs answers, sales, ops, finance, support, and keep the controls a company needs. Each person only reaches the tables you allow, you see what the whole team is asking about, and every query is logged to a per-user audit trail. Self-serve for them, visibility and control for you.

How it works

1. Connect a data source, or upload a CSV. Setup takes about ten minutes.
2. Set access: table-level rules per user and group.
3. Your team asks questions from Claude or ChatGPT over MCP.
4. Contextflo answers with your context and logs the query for audit.

Why it is different

A raw database MCP hands the model your whole database with no guardrails. Contextflo adds the layer a company actually needs:

• Query-time, table-level access control, not all-or-nothing.
• Per-user audit of every query.
• Context so answers use agreed definitions instead of guessing.
• Works across your whole stack, plus CSV uploads.

Who it is for

Teams without a dedicated data team who want self-serve answers, and data leads who need governance and audit before letting an LLM near the warehouse.

Pricing

Free for one user and one source. Paid plans from $75/user/mo. See https://contextflo.com/pricing