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Claude vs ChatGPT for MCP: Plans, Setup and Admin Controls (2026)

Claude vs ChatGPT for MCP in October 2026: which plans can add custom MCP servers, local vs remote support, admin controls and pricing, from official docs.

By: Irina ShvayaOctober 28, 2026

Claude vs ChatGPT for MCP: Plans, Setup and Admin Controls (2026)

This comparison is part of our MCP comparisons, within The MCP Guide. Facts are checked against each vendor's own documentation and pricing pages on the date shown.

If you are an individual or a small team that wants to plug MCP servers into a chat assistant, Claude is the easier fit, because custom connectors work on every Claude plan. If your company already runs on ChatGPT Business or Enterprise, ChatGPT gives admins a vetted publish flow and a tunnel for private servers. Both connect to the same open protocol, so the right pick depends on your plan and your controls, not on which servers exist.

MCP (Model Context Protocol) is the open standard that lets an AI app call outside tools and data. In Claude, an MCP server is called a "connector." In ChatGPT, it is packaged as a "plugin."

Checked against: Anthropic's custom connector guide and OpenAI's custom MCP server guide on 28 October 2026. eSEOspace did not test either product.

Key Takeaways

  • Anthropic says custom connectors work on Claude's Free, Pro, Max, Team and Enterprise plans, with Free limited to one custom connector.
  • OpenAI says custom MCP connections with full MCP support are for ChatGPT Business and Enterprise/Edu on the web, and Pro users get read/fetch permissions only.
  • Claude Desktop can also run local MCP servers on your computer; ChatGPT web connects only to remote servers, with Secure MCP Tunnel for private ones.
  • Both apps connect to remote servers from the vendor's cloud, so a server behind your firewall needs an allowlist (Claude) or a tunnel (ChatGPT).
  • On team plans, both limit who can add servers: Owners in Claude, admins and owners (plus RBAC-granted members on Enterprise/Edu) in ChatGPT.

At a glance

ItemClaudeChatGPT
What an MCP server is calledCustom connectorCustom MCP server, created as a plugin
Plans that can add custom serversFree (1), Pro, Max, Team, EnterpriseBusiness, Enterprise/Edu; Pro read/fetch only
Where you add itCustomize > ConnectorsPlugins > + > Add custom MCP server
Local (stdio) serversYes, in Claude DesktopNot directly; use Secure MCP Tunnel
MobileRemote connectors work in the mobile appsCustom servers are web only
Fixed API key or header authYes, "Request headers"Not documented on the help page we checked
Who adds servers on team plansOwners and Primary Owners (Team)Admins and owners; RBAC members on Enterprise/Edu
Entry paid pricePro $20/month, or $17/month billed annuallyBusiness price not listed on pages we opened

Where Claude is stronger

Every plan can connect a server

Anthropic's help center says custom connectors "are available on Claude, Cowork, and Claude Desktop for users on Free, Pro, Max, Team, and Enterprise plans." Free users get one. That makes Claude the simpler place to try a single read-only server before you commit budget.

Local servers through Claude Desktop

Claude Desktop installs local MCP servers as one-click desktop extensions (.mcpb files), according to Anthropic's local server guide. Settings such as API keys are entered in a form, not a JSON file. This helps when a server must read files on your laptop. Our lesson on remote vs local MCP servers explains the trade-off.

More ways to authenticate

When you add a connector, Claude lets you pick "Sign in now," "Sign in when needed" or "No sign in." You can also add fixed request headers, such as an API key, for servers that do not use OAuth. Anthropic notes that on Team and Enterprise plans, everyone who uses that connector shares the same credential, so it should be a limited one.

The same connectors flow into Claude Code

Claude Code's MCP docs say connectors you add in claude.ai are "automatically available in Claude Code" when you sign in with a claude.ai account. One setup serves chat users and developers.

Where ChatGPT is stronger

A vetted publish step for companies

OpenAI's flow separates testing from rollout. Its help article says admins and owners, plus authorized developers on Enterprise/Edu, can "connect and test MCP servers privately before publishing their connections for the workspace." Only admins and owners can publish. Enterprise/Edu admins can then use role-based access control (RBAC) to choose who gets each app.

Private servers without opening your firewall

ChatGPT does not connect to local servers directly. Instead, OpenAI points to Secure MCP Tunnel for servers on a private network or developer machine, "without exposing the server" to the public internet. Claude's equivalent advice is to allowlist Anthropic's IP ranges in your firewall.

Frozen tool snapshots

OpenAI says a published custom server is a snapshot. Tool changes on the server do not reach users until an admin publishes an update. That slows rollouts, but it also blocks a quiet change to a tool's behavior, a risk covered in our guide to rug pull attacks.

Codex shares the developer side

On the developer side, OpenAI's ChatGPT and Codex MCP page says the ChatGPT desktop app, Codex CLI and IDE extension "share MCP configuration." Those clients support local stdio servers and Streamable HTTP servers.

Pricing

Neither vendor charges extra for MCP itself. You pay for the plan that unlocks it.

PlanClaude (from claude.com/pricing)ChatGPT (from chatgpt.com/pricing)
Free$0, one custom connector$0; custom MCP servers not listed for Free
Entry paidPro $17/month annual, $20 monthlyGo $8/month; Plus $20/month; neither listed for custom MCP
Power userMax from $100/monthPro from $100/month; read/fetch custom servers
Team$20/seat/month annual, $25 monthly (standard seat)Business: price not shown on pages we opened
Enterprise$20/seat/month annual, 20-seat minimum, plus usage at API ratesContact sales

One wrinkle: ChatGPT's pricing page lists "Developer mode (beta)" for Plus and Pro. OpenAI's help article, updated this week, says you no longer need Developer Mode to add a custom server, and lists only Business, Enterprise/Edu and Pro (read/fetch). Confirm in your own workspace before you buy seats for MCP.

Security and admin controls

ControlClaudeChatGPT
Vendor warningCustom connectors reach services that "have not been verified by Anthropic""Only connect servers you trust"
Who can addOwners and Primary Owners (Team); custom roles on EnterpriseAdmins and owners; RBAC developers on Enterprise/Edu
Write actionsTool approval prompts; "Allow always" is opt-inWrite actions require confirmation by default
NetworkCalls come from Anthropic's cloud; allowlist its IPsPublic HTTPS URL or Secure MCP Tunnel
SSO, SCIM, audit logsSSO on Team; SCIM and audit logs on EnterpriseNot covered on the MCP pages we checked

Both vendors warn about prompt injection. OpenAI's developer guide says tools without a readOnlyHint annotation "are treated as write actions." Anthropic writes that "malicious MCP servers may include hidden instructions that try to make Claude perform unintended actions." Read our MCP security risks guide before connecting business systems.

Which to choose

  • Pick Claude if you are a solo user or small team on a Free, Pro or Max plan and want to connect a server today.
  • Pick Claude if you need local servers that read files on a laptop, through Claude Desktop extensions.
  • Pick Claude if your developers already use Claude Code and you want one connector list for both.
  • Pick ChatGPT if your company already pays for ChatGPT Business or Enterprise and wants admins to test, then publish, each server.
  • Pick ChatGPT if your MCP server lives on a private network and you would rather run a tunnel than open firewall rules.
  • Consider both if different teams already use each app. A well-built remote MCP server works in both.

For a wider field, see our comparison of the best MCP clients and the full list of AI apps that support MCP. More head-to-heads live in our MCP comparisons.

Next step

Pick one low-risk, read-only server and connect it in the app your team already uses. If you are not sure your systems are ready, start with an MCP readiness audit. If you need a server built that works in both Claude and ChatGPT, see our MCP development service.

Frequently asked questions

Can I use MCP on ChatGPT Plus?

OpenAI's custom MCP server article, checked 28 October 2026, lists Business and Enterprise/Edu for full MCP and Pro for read/fetch only. It does not list Plus. The ChatGPT pricing page shows "Developer mode (beta)" on Plus, so check your own account settings.

Can I use MCP on Claude's free plan?

Yes. Anthropic says custom connectors work on Free, limited to one custom connector. Desktop extensions for local servers are also listed on the Free plan in Claude's pricing table.

Does either app run MCP servers on my computer?

Claude Desktop can run local servers through desktop extensions. ChatGPT web connects only to remote servers. OpenAI's Codex and the ChatGPT desktop app can use local stdio servers, per OpenAI's docs.

Will the same MCP server work in both Claude and ChatGPT?

Usually, if it is a remote server that follows the MCP spec and uses a sign-in method both apps support. Test it in each app with read-only tools first, since each client supports a different set of features.

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