AFE Leaks API access is for teams that need upstream cost and well data inside their own models, dashboards, underwriting files, or internal systems.
The web app is for human analysis. The API is for repeatable workflows. MCP is for controlled AI-agent access.
What the API covers
well metadata and locations
AFE and actual cost summaries
drilling, completion, facilities, pre-drill, and component-level cost detail
production, tests, casing, surveys, formations, and EUR context
vendor-cost and service-market workflows where available
public-company financials, reserves, operations, guidance, cost disclosures, credit metrics, and hedges
Who it is for
funds and investment teams
E&P operators
banks and credit teams
consultants and advisors
data teams building internal dashboards
analysts who want repeatable screens instead of one-off exports
Ways to use it
REST API
OData feeds
Excel / Power BI workflows
Python notebooks and internal models
internal dashboards
MCP tools for AI-agent research
Example workflow:
operator screen → well-cost benchmark → public guidance check → peer comparison → analyst summary
Access model
API and MCP access depend on seats, usage, data scope, and whether the team needs bulk feeds, cost data, non-cost data, or agent workflows.
Individual subscriptions are not the same thing as enterprise data access. If you need repeatable pulls, internal distribution, team workflows, or bulk use, it should be scoped directly.
MCP / AI-agent access
MCP gives AI agents a controlled way to call AFE Leaks tools instead of scraping pages or guessing from static context.
An agent can resolve a well, pull cost data, compare operators, check public-company guidance, inspect hedges or credit metrics, and return a sourced summary.
Product overview
If you are new to the product, start with the map of the research, app, API, and AI-agent layers.
Getting access
Send me what you are trying to build: model, dashboard, recurring screen, bulk feed, or agent workflow. I can point you toward the right setup.
Email: bd@afeleaks.com