Best MCP Servers for DevOps & Infrastructure in 2026

AI-Assisted DevOps with MCP

DevOps teams juggle dozens of tools - monitoring dashboards, CI/CD platforms, cloud consoles, identity providers. MCP servers let your AI assistant interact with all of them through natural language.

Here are 6 verified MCP servers from the Spark catalog for infrastructure and operations.

1. System Health MCP Server

Real-time Linux server monitoring via SSH. CPU, memory, disk, network, and security metrics - all through natural language queries.

Use case: "Check if the production server's disk is above 80% and show me the top processes by memory."

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Pros: Comprehensive metrics (CPU, memory, disk, network, security) · SSH-based · No agent install required
Cons: Linux-only · Requires SSH access

2. GitHub Projects MCP Server

Manage deployment tracking, incident boards, and release planning directly from your terminal.

Use case: "Create a release checklist for v2.5 in the deployment project and assign tasks to the team."

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Pros: Full project management · Workflow automation · GraphQL API
Cons: GitHub-only

3. Salesforce MCP Server

For DevOps teams managing Salesforce deployments - query metadata, manage objects, and work with Apex code through natural language.

Use case: "List all custom objects modified in the last 24 hours and check for deployment conflicts."

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Pros: Full SOQL/SOSL query support · Apex code management · Object/field operations
Cons: Salesforce-specific

4. Fabric Real-Time Intelligence MCP Server

Connect AI to Microsoft Fabric's real-time analytics -Eventhouse, Eventstreams, and Activator. Run KQL queries and monitor streaming data.

Use case: "Query the last hour of error events from Eventhouse and show me the top error types."

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Pros: KQL query execution · Real-time data · Full Fabric RTI coverage
Cons: Requires Microsoft Fabric subscription

5. Keycloak MCP Server

Manage identity and access control through natural language. User management, client configuration, realm administration, and RBAC.

Use case: "Create a new service account with read-only access to the production realm."

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Pros: Full Keycloak REST API coverage · User/client/realm management · RBAC
Cons: Requires Keycloak admin credentials

6. Starknet MCP Server

For teams deploying to Starknet - query blockchain data, manage wallets, and interact with smart contracts.

Use case: "Check the status of our latest contract deployment and verify the constructor parameters."

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Pros: Full blockchain interaction · Wallet management · Smart contract calls
Cons: Starknet-specific

DevOps Use Cases

Incident response: "Check server health, pull recent error logs, find what changed"
Release management: "Update the project board, verify all checks pass, list blocking issues"
Access control: "Create a new API key in Keycloak with these permissions"
Monitoring: "Run a KQL query for the last hour of 5xx errors"

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