Connect Faraday to AI agents

Connect Faraday to Claude, Codex, Cursor, or other AI agents for your entire team. Metorial security, governance, observability, and gives your team a unified Magic MCP url to connect.

Supported Tools

get_stream

Get Stream

Retrieve detailed information about a specific event stream, including its dataset association, status, and event configuration.

get_target

Get Target

Retrieve detailed information about a specific target, including its scope, connection, representation mode, and processing status.

list_recommenders

List Recommenders

Retrieve all recommenders in your Faraday account. Recommenders create product or content recommendation models that suggest next-best-offer or first-best-offer for individuals.

delete_outcome

Delete Outcome

Permanently delete a prediction outcome. This cannot be undone and may affect dependent scopes.

list_persona_sets

List Persona Sets

Retrieve all persona sets in your Faraday account. Persona sets segment cohorts into AI-generated persona clusters, with each individual assigned to a persona along with trait breakdowns.

create_target

Create Target

Create a new target to configure how predictions are exported. Supports three types: - **Lookup API**: Real-time API for retrieving predictions about individuals. Set options type to `lookup_api`. - **Replication**: Export to external connections (databases, warehouses, etc.). Requires a connection ID. - **Hosted CSV**: Faraday-hosted CSV download. Set options type to `hosted_csv`.

get_connection

Get Connection

Retrieve detailed information about a specific data connection, including its type, configuration, and status.

get_outcome

Get Outcome

Retrieve detailed information about a specific outcome, including model performance metrics (ROC AUC, lift) and report URL.

list_targets

List Targets

Retrieve all targets in your Faraday account. Targets define how and where predictions from a scope are delivered — via Lookup API, pipeline export, or CSV download.

list_outcomes

List Outcomes

Retrieve all prediction outcomes in your Faraday account. Outcomes represent predictive objectives such as likelihood to convert, churn, or repurchase.

create_scope

Create Scope

Create a new scope to define a prediction deployment. A scope combines a target population (cohorts), optional exclusion cohorts, and a payload of predictions (outcomes, persona sets, recommenders, cohort memberships, traits) into a deployable unit.

list_connections

List Connections

Retrieve all data connections in your Faraday account. Connections configure external data sources and export destinations including Snowflake, BigQuery, Redshift, Postgres, MySQL, S3, GCS, Shopify, Stripe, Salesforce, and many more.

create_outcome

Create Outcome

Create a new predictive outcome. Define which cohort represents attainment (e.g., converted customers) and optionally an attrition cohort and eligible population. Faraday trains ML models using your data and its Identity Graph.

list_streams

List Streams

Retrieve all event streams in your Faraday account. Streams represent typed sequences of customer actions (e.g., transactions, signups, cancellations) with timestamps and optional values, which feed into cohorts and predictions.

list_cohorts

List Cohorts

Retrieve all cohorts in your Faraday account. Cohorts define populations of people based on event stream criteria (e.g., customers, leads, churned customers). Use this to discover available cohorts for building outcomes, scopes, or analysis.

create_persona_set

Create Persona Set

Create a new persona set to segment a cohort into AI-generated persona clusters. Each individual in the cohort will be assigned to a persona.

delete_connection

Delete Connection

Permanently delete a data connection. This cannot be undone and may affect dependent datasets and targets.

delete_dataset

Delete Dataset

Permanently delete a dataset. This cannot be undone and may affect dependent streams and cohorts.

get_account

Get Account

Retrieve information about the current Faraday account, including account name, status, and billing details.

create_cohort

Create Cohort

Create a new cohort defining a population of people based on event stream criteria, traits, or place conditions. Cohorts serve as inputs for predictions and as population/exclusion filters in scopes.

list_traits

List Traits

Retrieve all available traits including Faraday-provided traits (1,500+ consumer attributes from the Identity Graph) and custom traits derived from your data. Traits can be included in scope payloads for enrichment and used for cohort filtering.

get_scope

Get Scope

Retrieve detailed information about a specific scope, including its population configuration, payload, and processing status.

get_dataset

Get Dataset

Retrieve detailed information about a specific dataset, including its connection, status, and identity mapping configuration.

list_datasets

List Datasets

Retrieve all datasets in your Faraday account. Datasets define how imported data maps to Faraday's identity model and event streams, and can be connected to external data sources or CSV uploads.

get_cohort

Get Cohort

Retrieve detailed information about a specific cohort, including its population count, status, and configuration.

delete_cohort

Delete Cohort

Permanently delete a cohort from your Faraday account. This cannot be undone and may affect dependent resources like outcomes and scopes.

lookup_prediction

Lookup Prediction

Perform a real-time lookup on a Lookup API target to retrieve predictions for an individual. Provide identity information (name, address, email, phone) and Faraday matches against its Identity Graph to return propensity scores, persona assignments, cohort membership, and enriched attributes. Provide as many identity fields as possible to maximize match accuracy. The target must be of type `lookup_api` and in `ready` status.

get_persona_set

Get Persona Set

Retrieve detailed information about a specific persona set, including its personas, trait breakdowns, and processing status.

get_dependency_graph

Get Dependency Graph

Retrieve the complete dependency graph of all resources in your account. Shows how datasets, streams, cohorts, outcomes, scopes, and targets relate to each other. Useful for understanding resource relationships and identifying dependencies before making changes.

list_scopes

List Scopes

Retrieve all scopes in your Faraday account. Scopes combine target populations, exclusion cohorts, and prediction payloads into deployable units that define what predictions are generated for whom.

update_cohort

Update Cohort

Update an existing cohort's name, stream conditions, traits, or other filtering criteria.

get_recommender

Get Recommender

Retrieve detailed information about a specific recommender, including its configuration, status, and bias mitigation settings.

More integrations teams use with Faraday

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.

Hubspot

Create, read, update, and delete CRM objects including contacts, companies, deals, tickets, and custom objects. Manage associations between CRM records. Track engagements such as calls, emails, meetings, notes, and tasks. Send transactional and marketing emails, manage campaigns, and handle subscription preferences. Build and manage marketing workflows, sequences, and automation actions. Manage CMS content including blog posts, landing pages, and HubDB tables. Handle commerce data including products, orders, invoices, quotes, and payments. Create and manage contact lists for segmentation. Configure deal, ticket, and order pipelines with custom stages. Search and filter CRM records. Bulk import and export CRM data. Manage users, teams, and account settings. Subscribe to webhooks for real-time notifications on object creation, deletion, property changes, merges, and association changes.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Apolloio

Search and prospect B2B contacts and companies from a database of over 275 million people and 70 million organizations. Enrich people and company data with emails, phone numbers, and firmographic details. Create and manage contacts, accounts, deals, and tasks. Add contacts to email sequences and manage sequence statuses. Log and search call records. Perform bulk operations for contact creation, account creation, task creation, and data enrichment.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Technical notes for Faraday

Build and manage predictive AI pipelines for customer behavior. Ingest first-party data via CSV uploads or connections to external sources (Snowflake, BigQuery, Salesforce, Shopify, etc.). Define cohorts based on customer events, train propensity models (likelihood to convert, churn, repurchase), generate spend/LTV forecasts, and create AI-powered persona segments. Deploy predictions via real-time Lookup API, export to ad platforms (Facebook, Google Ads, LinkedIn, TikTok), databases, or CSV downloads. Build product recommenders, analyze market opportunities, enrich records with 1,500+ consumer attributes from Faraday's Identity Graph. Configure webhook notifications for resource status changes. Manage scopes to control what predictions are generated for which populations, with bias mitigation support.

Connect Faraday to production AI agents

See how Metorial gives Faraday access the governance, tracing, and security controls teams need.

Frequently asked questions

Common questions about connecting Faraday to AI agents with Metorial.

  1. Can Metorial connect Faraday to AI agents?
    Yes. Metorial connects AI agents to Faraday through a governed integration layer, so teams can use the provider while keeping access controlled and observable.
  2. Metorial is MCP compatible and lets teams expose approved provider tools to MCP-capable agents and clients through a controlled access layer.
  3. Metorial applies policies across users, groups, providers, agents, and individual tools, then records the context around every agent interaction.
  4. Yes. Metorial records provider activity so teams can inspect tool calls, troubleshoot integrations, and give security teams the visibility they need.