Jaipilot MCP Server

JAIPilot helps Codex and Claude Code research maintainer intent, clean, test, review, safely upgrade dependencies and JDKs, and optimize real Java repositories without drifting into unnecessary code or unproved changes. It is available as a remote MCP endpoint.

Teams that work with code quality, codex and developer tools and want a hosted endpoint instead of running a local process. The project is written in TypeScript.

VERIFIED ACTIVE

LAST COMMIT 2026-09-01 · ★ 5 · #147 OF 168 MAINTAINED DEVELOPER TOOLS · VERIFIED 2026-09-18

MIT · TypeScript servers · how we verify → /methodology

01 · Install Jaipilot

Claude Code

claude mcp add jaipilot-jaipilot --transport http https://api.jaipilot.com/functions/v1/jaipilot/mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "jaipilot-jaipilot": {
      "url": "https://api.jaipilot.com/functions/v1/jaipilot/mcp"
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

https://api.jaipilot.com/functions/v1/jaipilot/mcp

transport: streamable-http

endpoint alive - authentication required · probed 2026-09-18

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as remote - your agent's requests go to api.jaipilot.com

endpoint auth requires authentication - rejected our unauthenticated MCP initialize

license MIT - declared in the repository

registry namespace io.github.JAIPilot is GitHub-verified and matches the repo owner

03 · What Jaipilot can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v7.2.1 · 2026-09-01

v7.2.0 · 2026-09-01

v7.1.0 · 2026-08-31

04 · Who maintains Jaipilot

JAIPilot is maintained by jaipilot. It's the only MCP server we track from this author; the repo dates to Mar 2026.

05 · Facts

repository: github.com/jaipilot/jaipilot
website: https://github.com/JAIPilot/jaipilot
category: developer tools - ranked #147 of 168 actively-maintained developer tools servers as of 2026-09-18.
release cadence: 10+ releases in the last 90 days (latest 2026-09-01)
registry: io.github.JAIPilot/jaipilot (active, first published 2026-08-25 · 32 versions)

06 · Jaipilot FAQ

What is Jaipilot?

Is Jaipilot still maintained?

Yes - as of 2026-09-18, its last commit was 2026-09-01 and it shipped 10+ releases in the last 90 days. We re-verify nightly.

How do I install Jaipilot?

Run `claude mcp add jaipilot-jaipilot --transport http https://api.jaipilot.com/functions/v1/jaipilot/mcp`. You can also paste the ready-made client config above.

Does Jaipilot require authentication?

Yes - when we probed the endpoint on 2026-09-18, it rejected an unauthenticated MCP initialize; you'll need credentials to connect.

07 · Alternatives to Jaipilot

Alternatives to Jaipilot

Maintained developer tools servers if Jaipilot isn't the fit.

Pairs well with

Servers that cover what Jaipilot doesn't - only shown when the pairing reason fits the companion.

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