MCP.Market

junai Pipeline MCP server

by saajunaid·io.github.saajunaid/junai-mcp·v0.1.1

Agentic pipeline orchestration MCP server for AI-driven development workflows.

A85/100grade A
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Safety scan
A85/100

full report

Adoption
Growing

0 stars79 downloads/wk

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junai Pipeline MCP tools (8, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • get_pipeline_status

    Return current pipeline status and best-effort next transition summary.

  • notify_orchestrator

    Record stage completion and ask pipeline-runner for deterministic next transition.

  • pipeline_init

    Initialise a new pipeline state file from the template.

  • pipeline_reset

    Reset the current pipeline state and start a new pipeline run.

  • run_commandwrite action

    Execute a shell command in the workspace root and return stdout, stderr, exit code.

  • satisfy_gate

    Set a supervision gate to satisfied (true).

  • set_pipeline_mode

    Set the pipeline mode to supervised, assisted, or autopilot.

  • validate_deferred_paths

    Validate deferred item file paths and attempt path correction where possible.

Public scan report

scanner v0.1.10 · 2026-09-28 · same rubric, same numbers if you re-run it

1 medium
  • Code scan3 source files scanned20/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • mediumsubprocess with shell=Trueexec.shell-true
    junai_mcp-0.1.1/src/junai_mcp/server.py: …ed in the workspace root directory with shell=True. timeout: Seconds before the p…
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How junai Pipeline MCP compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
85/100
higher than 70% of 48,255 servers
Tools
8
the typical server has 7
Tools that change things
13%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
79
more than 57% of 12,191 servers with a package

What its tools let an agent do: 5 read · 1 change · 1 send or post · 1 run or deploy

Install junai Pipeline MCP in Claude Code, Cursor or VS Code

claude mcp add junai-mcp -- uvx junai-mcp
Add to Cursor

What the publisher says

From the junai Pipeline MCP repository's README, as published. We do not edit it. Read it on GitHub

caddis — a Claude Code harness

Browse every command, skill, agent and hook -> saajunaid.github.io/caddis-plugin — the reference site, rebuilt on every publish.

caddis is a Claude Code harness — a plugin (plus a shared pool of skills, subagents, slash-commands, and hooks) that makes a single Claude Code session dramatically more capable and much harder to derail. It's agent-agnostic: the same pool is exported to other AI CLIs (Codex, Antigravity, Copilot), and CLAUDE.md↔AGENTS.md are mirrors so every agent reads the same conventions.

Before you start

Honest about the platform: caddis is developed and used daily on Windows with PowerShell. The hooks are pure Python and cross-platform, and the skills, commands and agents are plain markdown that work anywhere — but some launchers ship as both .ps1 and .sh, the deployment skill is Windows-specific, and the publishing machinery (sync.ps1) is PowerShell-only. Nothing here is hostile to macOS or Linux; it is simply less travelled, so expect rough edges and please report them.

Your first five minutes

claude plugin marketplace add saajunaid/caddis-plugin
claude plugin install caddis@caddis

Then, in a Claude Code session, confirm it actually loaded:

/caddis:version

If that prints a version, you are installed. From there, the shortest path to seeing what caddis is for:

Everything else is optional. If you only ever use feature-plan → implement → cross-review, you have most of the value.

This repository is the published marketplace mirror: it hosts the caddis and caddis-extras Claude Code plugins, the portable per-harness bundles under bundles/, and the shared pool. It is generated and pushed by the caddis authoring repo's exporter — issues are welcome here, but code changes land upstream and are synced in.

Install (Claude Code)

# 1. Register this repo as a plugin marketplace (once)
claude plugin marketplace add saajunaid/caddis-plugin

# 2. Install the core plugin (always-on, lean context)
claude plugin install caddis@caddis

# 3. (optional) Add the long-tail skill library — cloud/data/media/etc. Disabled by default,
#    so it costs zero always-on context until you enable it.
claude plugin install caddis-extras@caddis

Then, in any repo:

/caddis:setup-project-ai     # deploy the harness into the project

A normal working loop looks like:

/feature-plan      # (or /prd first) → writes .caddis/plans/<slug>.md, the durable spine
/implement         # executes the plan phase-by-phase, TDD, commit per phase
/ship              # express lane: commit → push → CI (hotfixes); feature work: /ship-pr then /ship-merge
/handoff           # ALWAYS end a session with this — writes the resume doc

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

junai Pipeline MCP: common questions

Is junai Pipeline MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the junai Pipeline MCP safety report
How do I install junai Pipeline MCP?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does junai Pipeline MCP need an API key?
No secret keys are declared. It reads 2 settings from the environment.
Is junai Pipeline MCP maintained?
The last commit was 37 days ago (2026-09-28). The latest release is v0.1.1.
How does junai Pipeline MCP compare with other MCP servers?
safety score 85/100 (higher than 70% of 48,255 servers); tools 8 (the typical server has 7); tools that change things 13% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.