# Marketdata.ai

Last updated: 2026-07-18

Summary: Marketdata.ai helps banks, hedge funds, energy firms, and other regulated teams replace spreadsheet-heavy market data operations with audit-ready workflows for contracts, invoices, allocations, and cost visibility.

## What it does
- Track vendor, contract, product, and exchange data spend in one system
- Forward invoices into an AI-assisted workflow for extraction and reconciliation
- Compare invoices against expected contract charges to catch billing drift
- Allocate costs by vendor, department, project, entity, and user with multi-currency support
- Preserve audit-ready history for renewals, corrections, and compliance reviews

## Who it is for
- Market data managers preparing declarations, renewals, and audits
- Finance teams allocating market data costs across departments and legal entities
- Procurement teams managing vendor negotiations and renewal timing
- Compliance and operations teams responding to exchange and regulatory requests
- Enterprise architects and IT leads evaluating integration and control posture

## Product facts
- 14 exchange declaration formats supported
- Self-serve evaluation includes a Production account for real setup and a Demo account for safe exploration
- EU-hosted deployment with primary hosting in Germany
- API and MCP access are available on Professional plans and above

## For AI agents
- Product summary: https://marketdata.ai/ and https://marketdata.ai/about
- Public pricing (monthly list prices by tier): https://marketdata.ai/pricing
- Machine-readable pricing (Markdown): https://marketdata.ai/pricing.md
- Machine-readable summary: https://marketdata.ai/llms.txt
- Extended machine-readable brief: https://marketdata.ai/llms-full.txt
- Interactive API and MCP docs: available after sign-in on a paid plan at https://marketdata.ai/api-docs
- Auth & token onboarding: https://marketdata.ai/auth.md
- MCP endpoint: `/mcp`
- MCP transport: Streamable HTTP MCP over JSON-RPC
- MCP authentication: OAuth 2.1 authorization code + PKCE S256 (discover via `/.well-known/oauth-authorization-server`) or `Authorization: Bearer YOUR_API_TOKEN`
- MCP protocol header: `MCP-Protocol-Version: 2025-03-26`
- Claude Desktop one-click extension: `/downloads/marketdata_ai.mcpb`
- Current public MCP surface: 15 tools

## MCP capabilities
- Record lookups for vendors, contracts, products, allocations, applications, projects, and cost centres
- Higher-value analysis for allocation mix, cost trends, and utilization patterns
- Conversational analysis with `chat_with_workspace` as a heavier convenience layer
- Account-scoped execution with tenant isolation, origin validation, and rate limiting

## AI agent onboarding path
1. A human admin signs up at https://marketdata.ai/users/sign_up
2. The admin confirms the email address and enters the workspace
3. The organization subscribes to a paid plan (Professional and above), which includes API and MCP access
4. EITHER: the user adds `/mcp` as a remote MCP server in an OAuth-capable client (claude.ai custom connectors) and approves the consent screen
5. OR: an account admin creates a token in `Settings to API Tokens` and the AI client connects to `/mcp` with the Bearer token (Claude Desktop users can install the one-click `.mcpb` extension instead)

## Public pages
- Homepage: https://marketdata.ai/
- Pricing: https://marketdata.ai/pricing
- About: https://marketdata.ai/about
- European Infrastructure: https://marketdata.ai/european-infrastructure
- Security: https://marketdata.ai/security
- Privacy Policy: https://marketdata.ai/privacy
- Terms and Conditions: https://marketdata.ai/terms

## Trust and compliance documents
- Security overview (SSO/SAML/SCIM, hosting, GDPR): https://marketdata.ai/security
- DPA: https://marketdata.ai/downloads/dpa
- Processor-side subprocessor names: see Privacy Policy (Security Documents CSV after sign-in)
- European Infrastructure: https://marketdata.ai/european-infrastructure

## Company
- Marketdata.ai is developed by Dutchcode B.V. (Netherlands)
- Website: https://dutchcode.com
- Public support: `support@marketdata.ai`
- Security contact: `security@marketdata.ai`