head to head · open source
composio vs gitlab-mcp
composio has 30,646 GitHub stars, 4,873 forks, 88 open issues and last shipped today. gitlab-mcp has 2,053 stars, 358 forks, 18 open issues and last shipped today. composio leads on adoption by 1,393% (30,646 vs 2,053 stars). composio is written in TypeScript under MIT; gitlab-mcp is written in TypeScript under MIT. composio has attracted 16% as many forks as stars, gitlab-mcp 17%. gitlab-mcp was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 2 topic tags (ai, llm), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| composio | gitlab-mcp | |
|---|---|---|
| GitHub stars | ★ 31K | ★ 2.1K |
| License | MIT | MIT |
| Written in | TypeScript | TypeScript |
| Last push | 2026-10-20 | 2026-10-20 |
| Forks | ⑂ 4.9K | ⑂ 358 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick composio if
- You weight community size — 31K stars and counting
- You want the MIT license terms
- Your stack matches TypeScript
- You value the larger contributor base for long-term maintenance
pick gitlab-mcp if
- You want the gitlab-mcp feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches TypeScript
- You evaluated both and gitlab-mcp fits your workflow better
About composio
composio.dev • Documentation • Quickstart • Changelog Composio Composio gives your AI agents 1000+ pre authenticated toolkits, per user sessions, authentication, triggers, and a sandbox, so you can ship agents that turn intent into action. This is the Composio SDK monorepo. It contains: @composio/core : TypeScript SDK composio : Python SDK composio CLI : search, execute, and script tools from your shell Provider adapters for OpenAI Agents, Claude Agent SDK, Vercel AI SDK, LangChain, and more Quickstart Create a session for a user, hand its tools to your agent, and let the agent take action across 1000+ apps…
read the full composio overview →
About gitlab-mcp
GitLab MCP Server English 한국어 简体中文 Português (Brasil) 📖 Documentation → Setup guides, environment variables, and the full tool reference live on the hosted docs site. Install @zereight/mcp gitlab with the recommended local personal access token setup. These commands use the same arguments as the Claude Code and Codex guides. Install the zereight mcp gitlab binary first with npm install g @zereight/mcp gitlab , or Homebrew brew tap zereight/gitlab mcp and brew install zereight/gitlab mcp/zereight mcp gitlab . Read the token without echo, then export it. The shell history keeps the variable name. @zereight/mcp…
read the full gitlab-mcp overview →
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Frequently asked questions
Is composio or gitlab-mcp more popular?
composio has 30,646 GitHub stars and gitlab-mcp has 2,053. composio has the larger community by that measure.
Are composio and gitlab-mcp free?
Both are open source. composio is licensed under MIT and gitlab-mcp under MIT. Neither carries a licence fee.
What is the difference between composio and gitlab-mcp?
composio is written in TypeScript and gitlab-mcp in TypeScript. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, composio or gitlab-mcp?
Choose composio if you want the larger community (30,646 stars) or its MIT licence terms. Choose gitlab-mcp if its feature set, stack or MIT licence fits better. Both are self-hostable.