Apollo GraphQL MCP: What It Offers, Pricing and Alternatives

Apollo GraphQL makes GraphOS, a platform for building and running GraphQL APIs. Its Apollo MCP Server turns GraphQL operations into MCP tools, so AI clients can query your graph without you writing tool code.

Checked against: Apollo MCP Server documentation on 28 October 2026. eSEOspace did not test Apollo GraphQL's products.

At a glance

What Apollo GraphQL offers for MCP

How the server works

Apollo's docs call it "an implementation of an MCP server" that "makes GraphQL API operations available to AI clients as MCP tools." You can use it "with any GraphQL API," not only one hosted on GraphOS.

The server builds tools from four sources:

• Operation files. Individual .graphql files for specific queries or mutations.
• GraphOS operation collections. Lists of operations kept in GraphOS.
• Persisted query manifests. Pre-approved operation lists, loaded locally or from GraphOS.
• Schema introspection. The agent reads your schema and builds operations on demand.

When a tool is called, the server sends a GraphQL request to your API with the headers and authentication you configured. Apollo says your API "handles requests normally," so you keep enforcing access rules at the graph.

Running it

The docs say you can run it locally through Apollo's Rover CLI or in containers in your own cloud. It talks to clients over stdio for local work or Streamable HTTP. Our guide to deploying a remote MCP server covers the difference.

Other features

Apollo's product page lists more:

• Agents search a large schema "by meaning" and pull only what they need, to keep context small.
• You can build interactive React apps that run inside AI chats, for clients that follow the MCP Apps spec.
• Identity provider support includes JWT validation, scope enforcement and dynamic client registration.
• OpenTelemetry tracing works with any OTLP-compatible tool.

The code is on GitHub under the MIT license.

Who it's for

The server suits teams that already run a GraphQL API. Apollo argues one GraphQL query can return everything an agent needs "with no chaining and no extra calls." That claim fits graphs that join data from several services.

If your API is REST only, Apollo points to Apollo Connectors, which bring REST data into a graph. That adds a layer, so compare it with a REST-first generator.

Pricing

Apollo's pricing page shows Apollo MCP Server checked on all four GraphOS plans as of October 2026:

Costs come from GraphQL request volume, not from the MCP server itself. Agent traffic counts as API traffic, so estimate it before you scale.

Security and trust

Apollo recommends persisted queries "for production safety." They "restrict agents to a pre-approved set of operations so malicious or expensive queries cannot execute." Schema introspection is more flexible but lets agents write their own operations. Choose based on how much freedom you want to give.

Apollo's docs also say this design lets you "continue to enforce data access and security policies at your GraphQL API." We did not find a security certification statement on the pages we opened. For a general checklist, see our MCP security hub.

Alternatives

• Zuplo builds MCP servers from OpenAPI routes on its API gateway.
• Speakeasy generates MCP servers from OpenAPI documents with its CLI.
• APIMatic curates MCP tools from OpenAPI specs, in private beta.

Browse more MCP company spotlights.

Next step

Start by listing the five to ten GraphQL operations agents truly need, then ship them as persisted queries. If you want help designing those tools, our MCP development team can scope the work.

Frequently asked questions