GlossaryHow an agentic system works

MCP

Model Context Protocol — an open protocol through which AI applications can use server-exposed tools, resources, and prompts.

Category

How an agentic system works

MCP — Model Context Protocol — is an open protocol for exposing tools, resources, and contextual capabilities to an AI application. An eqlx system may use MCP-compatible servers where they fit the customer's stack, authorization model, and operating boundary. MCP is optional; an agentic system does not require it merely because it contains an agent.

Protocol is not policy

MCP defines how clients and servers exchange capabilities; it does not decide which business action should be allowed. Stable validation, authorization, rate-limit handling, and domain rules should live in deterministic application or server logic. Model judgment is reserved for decisions that genuinely require it and is still bounded by those controls.

How the interface is selected

The required capability and operating boundary determine whether an existing MCP server, a direct API integration, or another connector shape is appropriate. Any custom connector included in scope is documented with its permissions, schemas, error behavior, and handoff terms.

What the customer reads

An MCP server describes the inputs and outputs of the capabilities it exposes. The client-server contract, supported protocol revision, authorization boundary, and error behavior should be versioned and tested. A vendor API change may still require server and integration updates; MCP reduces coupling but does not remove it.

Often confused with

How it differs from similar terms.

MCP compared to adjacent terms
MCPCompared withWhat's different
MCP serverDirect API integrationAn MCP server exposes protocol-defined capabilities to compatible clients. A direct integration uses the underlying API without the MCP client-server layer.
MCP serverWebhookAn MCP server can expose tools, resources, and prompts through request-response protocol operations. A webhook usually pushes an event to a configured endpoint.
MCPintegration platform as a service (iPaaS)MCP standardizes an AI application's connection to contextual capabilities. An iPaaS is a broader integration product for moving data and coordinating applications.

People also ask

Follow-up questions.

Does eqlx use the official MCP standard?
When Model Context Protocol (MCP) is selected for an integration, the implementation targets an explicit official protocol revision and only the capabilities the system needs. MCP is optional; authorization and business policy remain deployment responsibilities, and protocol compatibility alone does not make an integration secure.
How long does writing a custom MCP take?
Timing is estimated after reviewing the API or protocol, authentication, schemas, rate limits, error behavior, test environment, and required permissions. A stable documented interface may be small; undocumented edge cases or approval-heavy environments require a different scope.
What happens when the underlying API changes?
The MCP server or adjacent integration layer may need to change while its exposed capability contract remains stable. If that contract changes too, clients and any model-facing descriptions must be retested. Versioning and compatibility behavior should be explicit on both sides.

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https://eqlx.ai/glossary/mcp · Printed copy; the website is the current version.