Mmcp.market

JAIPilot MCP server

by JAIPilot·io.github.JAIPilot/jaipilot·v7.2.1
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Ship better Java with your coding agent.

A95/100grade A
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Safety scan
A95/100

full report

Adoption
Growing

5 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

JAIPilot tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 317ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 20 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 95/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

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

JAIPilot: common questions

Is JAIPilot MCP server safe?
Yes, by our scan: it is graded A (95/100). Read the JAIPilot safety report
How do I install JAIPilot?
It runs remotely at api.jaipilot.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does JAIPilot need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is JAIPilot maintained?
The last commit was 20 days ago (2026-09-01). The latest release is v7.2.1.
Is JAIPilot up?
100% of our last 6 checks got an answer. We check remote servers about four times a day.
What can I use instead of JAIPilot?
Servers from other publishers that do the same job: Trusty Squire MCP server, Orcareplay MCP server and Total Agent Memory MCP server. Compare all JAIPilot alternatives.

Alternatives to JAIPilot

Same job from other publishers: the closest match first, then the best rated.

All JAIPilot alternatives →
  • Trusty Squire
    Provision, ship, and pay from your coding agent — keys and cards never leave the vault.
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  • Orcareplay
    Read, replay and fork recorded coding-agent runs.
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  • Total Agent Memory
    Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
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  • GitWarren
    Code review on your own machine, for you and your coding agent. Nothing leaves your computer.
    A
  • Projectmem
    Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
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JAIPilot vs Trusty SquireJAIPilot vs OrcareplayJAIPilot vs Total Agent Memory

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