[CNCF LFX Proposal] Kmesh Develop MCP Server for AI-Native Kmesh Service Mesh Management

### CNCF Project

Kmesh

### Term

2026 Term 3 (Sep-Nov)

### Program Name

Develop MCP Server for AI-Native Kmesh Service Mesh Management

### Program Description

## Description:

Build a Model Context Protocol (MCP) server that exposes Kmesh's capabilities as callable tools for AI agents (Claude, Cursor, GitHub Copilot). The MCP server acts as a middle layer between AI tools and Kmesh infrastructure, enabling natural language queries like "What services are running?" or "Why is service A not reaching service B?" instead of requiring users to learn complex `kmeshctl` commands, xDS APIs, and eBPF internals.

## Expected Outcome:

- **MCP Server** — Go-based, 10 core tools, MCP v1.0+ compliant (HTTP/SSE transport), under `mcp/` directory
- **Integration** — Makefile targets (`make mcp-server`, `make mcp-test`, `make mcp-image`), container image
- **Testing** — Unit tests (>80% coverage), integration tests, E2E tests, MCP protocol compliance tests
- **Documentation** — User guide, developer guide (architecture + adding new tools), AI client setup examples (Claude Desktop, Cursor, Copilot)
- **Community** — Blog post on kmesh.net, demo video showing AI agents interacting with Kmesh, community meeting presentation
- **Stretch Goals** — 5 additional tools (total 15), read-write mode with safeguards, `kmeshctl mcp serve` subcommand, MCP resource templates

### Technologies

go/kubernetes/RUST API/MCP

### Skills same as Technologies?

- [x] Yes, the required skills are the same as the technologies listed above.

### Required/Desirable Skills

_No response_

### Mentors

Yash Israni | @yashisrani | imailyash57@gmail.com | yashisrani
Sumit Goyal | @itvi-1234 | sumit.goyal.cse@gmail.com | sumit15012005

### Upstream Issue URL

https://github.com/kmesh-net/kmesh/issues/1800

### Application Prerequisites

- [x] Resume
- [x] Cover Letter
- [ ] School Enrollment Verification
- [ ] Participation Permission from school or employer
- [ ] Coding Challenge
- [ ] Custom Prerequisite (fill in details below)

### Coding Challenge URL

_No response_

### Custom Prerequisite Name

_No response_

### Custom Prerequisite Description

_No response_

### Custom Prerequisite — File Upload

- [ ] Yes — completion of this task requires the mentee to submit a file.

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**LFX program:** [CNCF - Kmesh: Develop MCP Server for AI-Native Kmesh Service Mesh Management (2026 Term 3)](https://mentorship.lfx.linuxfoundation.org/project/267f9270-0d36-4999-bdf5-c942b95c8e7a)

Start by reading the upstream Kmesh issue 1800 and the proposal requirements for the mcp/ directory. Review the planned Makefile targets and the MCP, Kubernetes, and Kmesh integration boundaries before defining the ten core tools. Done means a compliant Go MCP server, integration and end-to-end tests, container support, and the listed user and developer documentation.

Written by the indexing model from the issue text.