AI connectors for business
Connect Claude and ChatGPT to the systems your business runs.
We build custom Claude connectors, MCP servers, and ChatGPT plugins for the systems no off-the-shelf connector covers. Done for you: scoped around your questions, secured with per-user access, hosted, and maintained.
What we build
- Custom Claude connectorsThe Claude directory covers the popular SaaS apps. Your ERP, your database, your internal API, and the spreadsheet that runs operations usually have no connector at all. We build one, host it, and roll it out to your Claude Team or Enterprise workspace.
- Done-for-you Claude connectorsMost teams do not want an MCP project. They want Claude to know their customers, orders, files, and numbers by next month. We take the whole job: scoping, build, hosting, security, rollout, and upkeep.
- Custom MCP serversOne well-built MCP server gives Claude, ChatGPT, Cursor, and your own agents the same governed access to your data and actions. We design it around your workflows, secure it like any other production API, and run it.
- Custom ChatGPT pluginsOpenAI now lets companies add their own plugins to ChatGPT, built on MCP. We build the plugin for your internal systems, set it up for your workspace admins, and make sure each person only reaches what they already can.
Connectors by system
- QuickBooks Online connector for Claude and ChatGPTA custom Claude connector or MCP server for QuickBooks Online: AR, AP, and P&L questions answered from live books, per-company access, and approval before anything posts.
- NetSuite connector for Claude and ChatGPTCustom NetSuite MCP tools for Claude and ChatGPT, built on Oracle's AI Connector Service: SuiteQL and saved searches shaped around your subsidiaries, roles, and close process.
- Xero connector for Claude and ChatGPTCustom Xero connectors for Claude and ChatGPT: cash, receivables, and tracking-category answers across every organisation you run, with OAuth sign-in and approvals on writes.
- Sage Intacct connector for Claude and ChatGPTCustom Sage Intacct connectors for Claude and ChatGPT: dimension-aware answers on entities, departments, and projects, built on Intacct's REST API with least-privilege access.
- Microsoft Dynamics 365 connector for Claude and ChatGPTConnect Claude and ChatGPT to Dynamics 365 Finance and Supply Chain. We register the client in Entra ID, scope security roles, and build custom tools on Microsoft's ERP MCP server.
- SharePoint and OneDrive connector for Claude and ChatGPTCustom SharePoint and OneDrive connectors for Claude and ChatGPT: scoped to chosen sites with Sites.Selected, aware of metadata and document types, with source links on every answer.
- Salesforce connector for Claude and ChatGPTCustom Salesforce MCP servers for Claude and ChatGPT: focused tools for pipeline, accounts, and cases on top of Salesforce's hosted MCP, with read-only rollout and approvals.
- HubSpot connector for Claude and ChatGPTCustom HubSpot connectors for Claude and ChatGPT: pipeline and lifecycle answers using your properties, HubSpot plus billing or product data, and writes behind confirmation.
- PostgreSQL connector for Claude and ChatGPTA custom PostgreSQL MCP server for your business: named, parameterized tools over approved views, a read-only role, row and time limits, and per-user access. No raw SQL from the model.
- Microsoft SQL Server connector for Claude and ChatGPTCustom SQL Server and Azure SQL MCP servers for Claude and ChatGPT: curated entities and stored procedures, Entra ID sign-in, and business logic for line-of-business databases.
- Snowflake connector for Claude and ChatGPTCustom Snowflake MCP servers for Claude and ChatGPT: semantic views, Cortex Agents, and governed SQL set up so business users get consistent, warehouse-backed answers.
- Airtable connector for Claude and ChatGPTCustom Airtable connectors for Claude and ChatGPT: limited to the bases and fields you choose, schema changes blocked, writes confirmed, and Airtable combined with your other systems.
MCP servers we have built
Built and tested by Prestyj. Client names withheld.
Portfolio data connector for an investment firm
Yardi via Power BI · Monday.com · SharePoint
A remote, read-only MCP server that answers portfolio questions from evidence-backed records across three source systems.
- Streamable HTTP endpoint with OAuth protected-resource metadata and a delegated, API-scoped token per user
- Denied data is reported as withheld, never guessed or filled from another source
- Conflicting sources are shown side by side with their evidence instead of being averaged
- Server instructions kept under the 2,048 character limit Claude Code applies, enforced by a test
Connect-once business memory over MCP
Monday.com · Yardi · SharePoint · Postgres
Syncs a company's apps into typed facts in Postgres once, then hands them to any AI client over MCP.
- Six tools: schema, brief, read-only SQL with a five second cap, document search, open conflicts, and resolve conflict
- When sources disagree, a person answers once and the answer becomes a rule
- Works in Claude Desktop, Claude Code, and any other MCP host
Governed context server for a research platform
Versioned context API · Webhooks
A stdio MCP server with 24 workflow-specific tools that never sees a database URL or tenant ID.
- The API key resolves the tenant; caller-supplied tenant or access fields are rejected before execution
- Every tool enforces a scope plus result, time, output-token, and cost ceilings
- Read-only by default; writes need a separate switch, explicit confirmation, and an idempotency key
- A tool-selection benchmark checks that the model picks the right tool for each question
Multi-tenant MCP for isolated customer deployments
Per-customer deployment · Per-customer database
One codebase deployed separately for each customer, with an MCP endpoint whose tool catalog comes from that customer's configuration.
- OAuth token introspection with a dedicated read scope
- Per-token rate limits and bounded request sizes
- No customer data or secrets in the shared code or deployment packs
Guides
- Custom Claude connectors: what they are and how businesses use themA plain-language guide to custom Claude connectors for business: how they work, which plans support them, how rollout works on Team and Enterprise, and what separates a useful connector from a demo.
- Claude connectors vs ChatGPT plugins: one MCP server, two assistantsHow Claude custom connectors and ChatGPT custom plugins compare for business use, what they share through MCP, where admin controls and plan rules differ, and how to serve both from one server.
- MCP server security checklist for businessesA practical security checklist for businesses deploying a custom MCP server for Claude or ChatGPT: authentication, server-side authorization, tool design, limits, logging, and testing.
- Build vs buy: should your business build its own MCP server?How to decide between building a custom MCP server in-house, using a no-code MCP bridge, or hiring a done-for-you build, with the real costs that show up after launch.
- How much does a custom MCP server cost? The drivers that decide the priceWhat actually drives the cost of a custom MCP server for a business: the number of systems, the auth model, write actions, hosting, and maintenance, plus how usage-priced bridges are billed.
- Claude custom connector not working? A troubleshooting checklistWhy a Claude custom connector fails to add, connect, or show its tools, and how to fix it: plan and role limits, network reachability from Anthropic's cloud, OAuth settings, and tool problems.
- How to add a custom connector to Claude Team or EnterpriseStep-by-step admin guide to adding a custom connector to a Claude Team or Enterprise organization: who can add it, the settings to choose, how members connect, and a rollout checklist.
- How to build a custom ChatGPT plugin for your companyHow companies build a custom ChatGPT plugin today: an MCP server, OpenAI's plugin docs, which ChatGPT plans allow custom MCP servers, admin publishing and RBAC, and testing before rollout.
- MCP vs API vs Zapier: when does a business need an MCP server?A plain comparison of an MCP server, a direct API integration, and Zapier for business AI use, with clear signs for when each one is the right tool.
- Zapier MCP vs Composio vs a custom MCP server: a fair comparisonHow Zapier MCP, Composio, and a custom-built MCP server compare for businesses connecting Claude or ChatGPT to their apps: coverage, auth, controls, pricing model, and fit.
- OAuth for MCP servers, explained for business ownersWhat OAuth means for an MCP server behind Claude or ChatGPT, why per-user access matters, and why one shared API key is the risky shortcut, in plain language for business owners.
- Remote vs local MCP servers, and where a business should host oneThe difference between local and remote MCP servers, which Claude and ChatGPT surfaces support each, and the hosting options for a business, from public HTTPS to private networks and tunnels.
- Read-only first: designing safe write actions and approvals in an AI connectorHow to add write actions to a Claude connector or ChatGPT plugin safely: start read-only, annotate tools honestly, require confirmation, prevent duplicate writes, and keep checks in the server.
Start with the questions.
Bring ten questions your team wants answered and the systems that hold the answers. We will come back with a written scope and a fixed price.