Well Embed
Well is a business data graph that connects 120+ tools and 11,000+ banks, structures incoming data into linked records, and exposes a single MCP endpoint so AI agents and apps can query a unified, traceable view of a company's data.
Well Embed is fintech software teams evaluate for business operations. Use this page to review pricing, integration signals, and the best alternatives before you commit.
Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.
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Quick Overview
Best for: Business Operations
What it does
Fintech software for decision-makers comparing workflow fit and alternatives.
Best fit
Business Operations
Pricing snapshot
Freemium from Free (private beta)
Next step
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Well Embed
Well connects all your business tools and banking sources into a single, linked graph that is traceable to its source and reachable wherever you work. It ingests data from connected tools or dropped documents, reads and structures that data into clean records so teams stop re-keying, and exposes that unified context to agents and applications via a single MCP endpoint. Well is aimed at businesses that want a consistent, agent-accessible view of finance, CRM, product and operational data.
An AI-native infrastructure that automates retrieval of invoices and receipts from any web portal via APIs, streamlining payables by eliminating manual uploads.
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Claim this listing for $29Key Features
Unified business graph
Aggregates data from all connected tools into a linked, legible graph that is traceable to original sources.
Capture & automatic structuring
Connect a tool or drop a document; Well reads it, structures it, and files it as a clean record so teams avoid manual re-keying.
120+ connectors and bank coverage
Pre-built connectors to 120+ services and over 11,000 banks feed the graph (examples include Stripe, Xero, QuickBooks, Plaid and many more).
MCP endpoint for agents
Exposes connected tools through a single MCP endpoint that agents and MCP clients point at, reusing provider MCPs or generating one when absent.
Persistent authentication
Keeps connections authenticated so integrations remain live between agent sessions.
Agent and client integrations
Designed to work with MCP clients such as Claude, Cursor, Codex and via CLI to let agents answer from real business context.
Pricing
Free during private beta (no credit card)
Private beta
Free (private beta)- Start free
- No credit card required
Use Cases
Agent-enabled business queries
Enable AI agents (Claude, Cursor, Codex, etc.) to query real business state and answer questions using the unified graph as context.
Automated data capture and reconciliation
Automatically ingest invoices, bank transactions, contacts and contracts from connected services and keep records structured and traceable.
Single integration point for tooling
Point agents or applications at Well's MCP endpoint to access many providers through one interface rather than wiring each tool separately.
Integrations
Stripe
Ingests Stripe records (invoices, payments) into the Well graph.
Xero / QuickBooks / Plaid
Connects accounting and banking data so financial records land as linked entities in the graph.
Gmail / Outlook / Google Drive / Dropbox
Captures documents and communications to be structured and attached to relevant records in the graph.
Notion / Intercom / Asana / Linear / Monday / Shopify
Brings product, CRM, and operational tool data into the unified business graph.
GitLab / Vercel / Sentry
Connects engineering and monitoring data to provide context for operational workflows.
BigQuery / Amplitude / Ahrefs / Klaviyo
Connects analytics and marketing platforms to the graph for combined business context.
Benefits
Limitations
Frequently Asked Questions
Claim this listing to publish FAQs.
Getting Started
- 1 Connect a tool or drop a document into Well so it can read and structure your data.
- 2 Point your agent or MCP client at Well's MCP endpoint (example CLI command provided: claude mcp add --transport http well https://api.wellapp.ai/v1/mcp).
- 3 Use agents or apps to query the unified graph; sign up for the private beta to start free (no credit card).
Support
docs
Documentation and MCP docs linked from the site (see 'Docs' / 'Read the MCP docs').
blog
Product updates and articles available from the site's Blog and Changelog pages.
legal
Privacy policy, Terms & Conditions and DPA linked in the site footer.
API
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