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📖 The AI Tool Bible

Linear MCP Server

Open-source MCP server bridging LLM agents to Linear's issue tracker (now deprecated in favour of Linear's official remote MCP)

Free· Free and open source (MIT). Requires a Linear account and personal API key; Linear itself is free for small teams, $8/user/mo Standard, $14/user/mo Plus.MCP Servers
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Best for

Individual developers and small engineering teams who want a Claude Desktop or Cursor agent to file, triage, and update Linear tickets locally, or who want a compact reference MCP server they can fork.

Skip if

Teams building a production integration today — Linear's official hosted MCP server is now the recommended path, with broader tool coverage and no per-machine setup.

Linear MCP Server is an open-source Model Context Protocol server, originally built by Jer Hadfield, that exposes Linear's issue-tracking system as a set of tools any MCP-aware LLM client (Claude Desktop, Cursor, Zed, Continue, custom agents) can call. Once configured with a Linear API key, the LLM can create, update, search, and list Linear issues through natural language, treating the tracker as a first-class agent surface rather than a separate app the user has to context-switch into.

The server ships as an npm package (`linear-mcp-server`) and can be installed manually in Claude Desktop's config or automatically via Smithery. It wraps Linear's GraphQL API in a small set of well-scoped tools: `linear_create_issue`, `linear_update_issue`, `linear_search_issues`, `linear_get_user_issues`, `linear_add_comment`, and a couple of resource endpoints for browsing issues and teams. Filters cover team, assignee, status, priority, labels, and free-text query, which is enough to power practical workflows like triage, stand-up summarisation, or bulk relabeling.

IMPORTANT: the project is now deprecated by its author, who recommends migrating to Linear's official remote MCP endpoint at `https://mcp.linear.app/sse`, launched May 2025. The self-hosted server still works and remains a useful reference implementation, especially for teams that want to run MCP locally, extend the tool surface, or study a real-world GraphQL-to-MCP adapter. Good for solo developers and small engineering teams who want their coding agent to file bugs, update tickets, and pull assigned work without leaving the editor; less appropriate as a long-term production integration now that a first-party alternative exists.

Editor's take

Historically important as one of the first serious third-party MCP servers, and still a clean codebase to learn from, but for real work you should follow the author's own advice and switch to Linear's hosted MCP endpoint. Keep this one on the shortlist only if you specifically need to run locally or extend the tool set.

— The AI Tool Bible editorial team

Pros

  • Open source (MIT) and small enough to read end-to-end in an afternoon
  • One-line install via Smithery or straight npx in Claude Desktop config
  • Covers the create / update / search / comment loop that 90% of ticket workflows need
  • Works with any MCP client, not just Claude Desktop (Cursor, Zed, Continue, custom agents)
  • Clear tool schemas make it a good reference implementation for building your own MCP servers
  • Uses Linear's official GraphQL API, so permissions and audit trails stay intact

Cons

  • ⚠️ Officially deprecated by its author in favour of Linear's own remote MCP server at mcp.linear.app/sse
  • ⚠️ Runs as a local stdio process, so it has to be installed on every workstation and cannot be shared across a team
  • ⚠️ Uses a personal API key, meaning every action shows up as the key owner rather than the actual LLM user
  • ⚠️ Tool coverage is narrower than the official server: no cycles, projects, roadmaps, or workflow state management
  • ⚠️ Error handling and rate-limit backoff are minimal; heavy agent loops can trip Linear's API limits

Use cases

Filing bugs from Claude Desktop or Cursor without leaving the editorAgent-driven triage of the inbox projectBulk relabeling or reprioritising issues via natural languageStandup summaries of a user's assigned Linear workAdding comments to tickets from a coding agent's PR reviewReference implementation for building a custom Linear MCP server

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