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Linear MCP Server for AutoGen 12 tools — connect in under 2 minutes

Built by Vinkius GDPR 12 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Linear as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="linear_agent",
            tools=tools,
            system_message=(
                "You help users with Linear. "
                "12 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
Linear
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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Linear MCP Server

Connect your Linear workspace to any AI agent and take full control of your issue tracking and sprint workflows through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Linear tools. Connect 12 tools through the Vinkius and assign role-based access — a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

  • User & Team Discovery — Retrieve the authenticated user profile and list all teams configured in your Linear workspace
  • Issue Management — List, search, inspect and create issues with full metadata including assignees, labels, priority and state
  • Project Oversight — Browse all active projects, view their status and drill into specific project details by ID
  • Comments & Collaboration — Add comments to issues to keep your team context aligned without switching to the Linear app
  • Cycle Tracking — List all sprint cycles for any team, including start/end dates and completion progress
  • Label Organization — View all issue labels used for categorization across teams

The Linear MCP Server exposes 12 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Linear to AutoGen via MCP

Follow these steps to integrate the Linear MCP Server with AutoGen.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

04

Explore tools

The workbench discovers 12 tools from Linear automatically

Why Use AutoGen with the Linear MCP Server

AutoGen provides unique advantages when paired with Linear through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Linear tools to solve complex tasks

02

Role-based architecture lets you assign Linear tool access to specific agents — a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive Linear tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes Linear tool responses in an isolated environment

Linear + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Linear MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries Linear while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from Linear, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using Linear data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process Linear responses in a sandboxed execution environment

Linear MCP Tools for AutoGen (12)

These 12 tools become available when you connect Linear to AutoGen via MCP:

01

create_comment

The body supports Linear Markdown format including @mentions and ~~strikethrough~~. Add a comment to a Linear issue

02

create_issue

Requires the team ID and issue title. Optionally set description, assignee, priority (0=No priority, 1=Urgent, 2=High, 3=Normal, 4=Low) and label IDs. Create a new Linear issue

03

get_issue

Use the issue ID (UUID) or the human-readable identifier (e.g. TEAM-123). Get full details for a Linear issue

04

get_project

Get details for a specific Linear project

05

get_viewer

Useful to verify which account the API token belongs to. Get current authenticated Linear user details

06

list_cycles

Each cycle has a number, name, start date, end date and completion progress percentage. List Linear cycles (sprints) for a team

07

list_issues

Optionally filter by team ID to get issues for a specific team only. List Linear issues

08

list_labels

Optionally filter by team ID. Each label has a name, color and optional description. List Linear issue labels

09

list_projects

Projects group issues across multiple teams. Use optional limit to control how many results to fetch. List Linear projects

10

list_teams

Each team has a unique ID, name, key prefix and optional description. Use this to discover teams before querying their issues or cycles. List all Linear teams

11

search_issues

Optionally filter results to a specific team. Returns issues with identifier, title, state, priority, assignee and URL. Search Linear issues by text

12

update_issue

Provide the issue ID (UUID) and only the fields you want to change. Update an existing Linear issue

Example Prompts for Linear in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Linear immediately.

01

"Show me all unresolved issues assigned to the Engineering team."

02

"Create a new issue in the Backend team titled 'Add rate limiting to /api/search endpoint' with high priority."

03

"What's the current sprint cycle progress for the Mobile team?"

Troubleshooting Linear MCP Server with AutoGen

Common issues when connecting Linear to AutoGen through the Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Linear + AutoGen FAQ

Common questions about integrating Linear MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Linear tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

Connect Linear to AutoGen

Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.