# Stop digging through dashboards. Just ask.

> Converse with your data to identify patterns, build custom reports, and get recommendations on the fly to boost AI productivity.

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The engineering productivity gap: How elite AI teams are pulling away from the rest

[Register now](https://linearb.io/event/engineering-productivity-gap)

Features

# MCP Server

Stop digging through dashboards. Just ask.

Converse with your data to identify patterns, build custom reports, and get recommendations on the fly to boost your engineering productivity.

[Book a demo](https://linearb.io/book-a-demo)
[Start free trial](https://linearb.io/start-free-trial)

![Claude Code: How can I help you today?](https://assets.linearb.io/image/upload/c_fit,w_3840,h_3227/f_auto/q_auto/v1/feature-mcp-server-hero?_a=BAVMn6ID0)

Customers: SurveyMonkey Logo, Mitratech Logo, Syngenta Logo, INGKA Logo, Silicon Labs Logo, BigID logo, Expedia logo, Peloton logo, Equinix logo, Adobe logo, Vizio logo, Solace logo, Astronomer Logo, Norwegian Cruise Line Logo, Gainwell Logo

The engineering productivity gap: How elite AI teams are pulling away from the rest

![The engineering productivity gap: How elite AI teams are pulling away from the rest](https://assets.linearb.io/image/upload/v1784064869/workshop_ai_benchmarks_2026_3c66bcb2ce.png)

## Get answers on demand

### Build custom dashboards

Eliminate manual analysis and generate tailored reports that inform and drive executive alignment.

### Diagnose blockers

Assess risks and bottlenecks by surfacing development pipeline issues such as incidents or long wait times.

### Resolve issues fast

Access actionable recommendations such as AI code reviews, smart routing, and automated PR labels to improve workflows.

## Engineering intelligence at your fingertips

![LinearB MCP Server - PR Intelligence Dashboard](https://assets.linearb.io/image/upload/c_fit,w_3840,h_2247/f_auto/q_auto/v1/feature-mcp-server-full?_a=BAVMn6ID0)

### Delivery efficiency assessments

Assess delivery speed, output, and productivity by tracking cycle time, throughput, and code quality metrics.

### Team performance trends

Identify best practices from teams, repos, and contributors across all metrics with industry benchmarking.

### AI-powered insights

Ask questions and drill into patterns, using natural language, to synthesize data and get actionable insights.

Every time we run into a new PR problem, we ask: can LinearB automations solve this too? And so far, it’s done exactly what we’ve needed.

Bart Dziekan

Head of Cloud Solutions, SurveyMonkey

## Start your MCP journey with pre-built prompts

You don’t have to start from scratch. Begin your MCP journey with our ready-to-use prompts for common use cases.

![MCP prompt library cover](https://assets.linearb.io/image/upload/c_fit,w_3840,h_3105/f_auto/q_auto/v1/mcp-prompt-library-cover?_a=BAVMn6ID0)

## What will you automate today?

[AI code reviewsAutomate AI code reviews on every PR to improve code quality and developer experience.](https://linearb.io/use-case/optimize-code-review)

## FAQs

### If we already have an MCP server, can we connect LinearB to the existing one?

Yes, you can use the LinearB MCP with any other MCP server you use on your preferred client (Claude Desktop, ChatGPT, etc.)

### Does the MCP only get data from Git? Can we make it check Jira?

Yes, Lead Time is supported based on PM tool info. We are actively working on covering more Project info.

### How can I leverage MCP to output a consistent dashboard?

Yes! You can create custom agents to build and deliver custom reports to your Slack. (Note that we have a library of pre-made prompts). It is also worth noting that numbers and data outputs from the MCP, like any generative AI output, should be double-checked as they may contain errors. To ensure accuracy, we recommend reproducing the numbers in the UI Dashboard before using any MCP-generated numbers for critical decisions.

### Does role-based access apply to MCP? For example, if I’m not able to see individual metrics in LinearB, does that translate to my Claude instance or not?

There is currently no permissions-scoped access for MCP. However, this is on our roadmap and is actively being worked on. 

### Does LinearB’s MCP work with GitLab, GitHub, BitBucket, and JIRA?

Yes, all Git providers and PM tools supported by LinearB are MCP-enabled.

## Turn data into impact with answers on demand.