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📖 The AI Tool Bible

GitHub MCP Server vs Linear MCP Server

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

 GitHub MCP Server logo
GitHub MCP Server
MCP Servers
Linear MCP Server logo
Linear MCP Server
MCP Servers
TaglineGitHub's official Model Context Protocol server for connecting AI agents to repositories, issues, PRs, Actions, and security data.Open-source MCP server bridging LLM agents to Linear's issue tracker (now deprecated in favour of Linear's official remote MCP)
CategoryMCP ServersMCP Servers
PricingFree· Free and open source (MIT). Uses your existing GitHub account; no separate charges. GitHub API rate limits and any Copilot/Enterprise licensing you already pay for still apply.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.
Model——
Editorial score——
Use cases
AI code review assistantAutomated issue triage and labelingCI failure diagnosis from Actions logsDependabot and code scanning remediation PRsRepository Q&A for onboardingCross-repo search from an IDE agentRelease note drafting from merged PRsProject board and milestone automationSecret scanning alert triageGitHub Enterprise Server agent integration
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
Pros
  • First-party and MIT-licensed, so it tracks GitHub's API surface directly and there is no third-party maintainer risk
  • Broad toolset coverage: repos, issues, PRs, Actions, code scanning, Dependabot, secrets, discussions, projects, gists, orgs, users
  • Hosted remote server with one-click install in VS Code, Cursor, Claude Desktop, JetBrains, Zed, Windsurf, Copilot CLI and more
  • OAuth flow keeps the token in memory only, which is safer than pasting a long-lived PAT into every client
  • Local Docker and Go-binary options support GitHub Enterprise Server, GitHub App auth, and offline / policy-restricted setups
  • Modular --toolsets flag lets you narrow what the agent can see, reducing tool-choice noise and blast radius
  • Insiders mode exposes experimental tools early for teams that want to track new capabilities
  • 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
  • Powerful scopes plus an autonomous agent is a real risk; a poorly-scoped PAT can let a hallucinating model push branches, close issues, or leak private code
  • Rate limits and GitHub API costs still apply, and chatty agents can burn through the 5,000 req/hr PAT budget quickly on large repos
  • Large toolsets can overwhelm smaller models with tool-choice ambiguity if you enable 'all' instead of scoping down
  • Self-hosted deployment for GitHub Enterprise Server requires you to configure your own OAuth app or GitHub App, which is non-trivial
  • Only useful inside an MCP-capable client; if your stack does not speak MCP you still need to wrap it yourself
  • 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
Websitegithub.comgithub.com
Pick GitHub MCP Server if
  • ✅ First-party and MIT-licensed, so it tracks GitHub's API surface directly and there is no third-party maintainer risk
  • ✅ Broad toolset coverage: repos, issues, PRs, Actions, code scanning, Dependabot, secrets, discussions, projects, gists, orgs, users
  • ✅ Hosted remote server with one-click install in VS Code, Cursor, Claude Desktop, JetBrains, Zed, Windsurf, Copilot CLI and more
  • ✅ OAuth flow keeps the token in memory only, which is safer than pasting a long-lived PAT into every client
Pick Linear MCP Server if
  • ✅ 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)