mcp-mesh
mcp-mesh is an MCP server by dhyansraj. Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript | MCP + A2A + REST. It has 42 GitHub stars and ranks #318 of 604 in AI Agent Frameworks by stars.
- Category
- AI Agent Frameworks
- Author
- dhyansraj
- GitHub stars
- 42
- This week
- Tracking since 18 Oct 2026
- Language
- Python
- License
- MIT (open source)
- Last update
- 2026-10-05 (19 days ago)
- Links
- SourceWebsitePyPI
How to install mcp-mesh
mcp-mesh is published on PyPI as mcp-mesh, and it depends on fastmcp. These steps assume it runs as a local stdio server, which is the usual setup.
- Check the README. Confirm the start command and note any API keys or environment variables it needs (pass them with
-e KEY=valueor anenvblock). You need uv foruvx. - Add it to Claude Code from a terminal:
claude mcp add mcp-mesh -- uvx mcp-mesh - Or add it to Cursor or Claude Desktop in
.cursor/mcp.jsonorclaude_desktop_config.json:{ "mcpServers": { "mcp-mesh": { "command": "uvx", "args": [ "mcp-mesh" ] } } } - Restart the client and check it. Run
claude mcp list, or open the client's MCP settings, and confirm mcp-mesh and its tools are listed. The install guide covers VS Code and Codex.
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Frequently asked questions
What is mcp-mesh?
mcp-mesh is an MCP server by dhyansraj in the AI Agent Frameworks category. Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript | MCP + A2A + REST. It has 42 GitHub stars and ranks #318 of 604 in AI Agent Frameworks by stars.
Is mcp-mesh free and open source?
Yes. mcp-mesh is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.
What are the alternatives to mcp-mesh?
Other AI Agent Frameworks projects on MCP Harbor include paperclip, ruflo, oh-my-openagent. Each alternative links to its own page with stars, license and recent activity. The AI Agent Frameworks category ranks all 604 by stars, and you can re-sort it by growth this week.
Alternatives to mcp-mesh
All 604 AI Agent Frameworks MCP servers →
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