Why these MCP servers
Ops MCP servers connect the agent to the systems ops and support teams use: HubSpot and Salesforce for CRM, Jira for engineering tickets, Sentry and Datadog for production observability, Resend and Twilio for transactional messaging. With these in place, an agent can triage an incident, summarize a customer's history, or send a notification.
Recommended MCP servers
A curated shortlist of the most useful MCP servers for this workflow.
HubSpot MCP
CRM contacts, deals, and tickets for agents
Expose HubSpot CRM objects to MCP clients: contacts, companies, deals, and tickets. Useful for sales and support agents that need real customer context.
Salesforce MCP
CRM and pipeline for agents
Read and update Salesforce records, opportunities, and accounts from MCP clients. A foundation for enterprise agents that operate on a CRM-first data model.
Jira MCP
Issues, sprints, and boards for agents
Browse and update Jira issues, sprints, and boards from MCP clients. Built for engineering teams that plan, track, and ship work in Jira Cloud.
Sentry MCP
Errors, releases, and stack traces for agents
Surface Sentry issues, releases, and stack traces inside agent sessions so debugging tools can propose fixes against real error context. Read-only by default with optional write scopes.
Datadog MCP
Metrics, logs, and traces for agents
Surface Datadog metrics, logs, and APM traces inside MCP clients. A foundation for SRE and observability agents that reason about production systems.
Resend MCP
Transactional email for agents
Send transactional emails through Resend from any MCP-compatible client. Useful for agents that need to notify users, send reports, or trigger follow-ups from a workflow.
Twilio MCP
SMS, voice, and messaging for agents
Send SMS, manage phone numbers, and place voice calls through Twilio from MCP clients. A practical tool for agents that coordinate notifications, alerts, or two-factor flows.
How to set this up
- 1
Add Sentry MCP
The first MCP for any ops workflow. Surfaces errors, releases, and stack traces inside the agent.
- 2
Add Datadog MCP
For metrics, logs, and traces. The agent can correlate a Sentry error with a Datadog dashboard.
- 3
Add Jira MCP
For teams that track work in Jira. Jira MCP exposes issues, sprints, and boards.
- 4
Add CRM MCP (HubSpot or Salesforce)
Gives the agent customer context. HubSpot and Salesforce are both supported.
- 5
Add Resend or Twilio MCP (optional)
For agents that send notifications. Resend is best for email; Twilio for SMS and voice.
Frequently asked questions
Can an agent close a Jira ticket?
Yes, with the Jira MCP server and a token with transition:write scope, an agent can move tickets between states. Most teams keep the agent in a "triage" lane and have a human confirm the close.
What is the safest way to give an agent CRM access?
Use a read-only API key scoped to the specific objects the agent needs (contacts, deals, tickets). Avoid giving the agent write access to billing or financial objects.