Index / devtools

junai Pipeline MCP

io-github-saajunaid-junai-mcp declares 8 capabilities across 8 tools, with 2 critical issues. One of them, no-revocation, is recorded for every server in the index because MCP has no field in which to declare a way to switch a tool off; a missing declaration is not evidence that the control is missing.

39/100 exposureModerate

Manifest recorded 2026-11-04 from tools/list answered by the PyPI package junai-mcp==0.1.1 (published to PyPI as junai-mcp, listed in the official MCP registry as io.github.saajunaid/junai-mcp 0.1.1), run in an isolated container with no network access and placeholder credentials. The date changes only when the manifest does. Not verified by a maintainer.

Issues

These describe what this server's manifest declares. A product can provide controls that MCP has no way to express — token revocation, an admin console, audit logs — and this page cannot see them. The absence of a declaration is not evidence that a control is absent.

critical · irreversible-uncapped · 1 of 8 tools

1 tool is classified as irreversible and declares no limit.

critical · no-revocation · All 8 tools

8 of 8 tools declare no way for the customer to switch them off once granted. This applies to every tool because MCP has no field in which to declare a revocation mechanism; the product may provide one outside MCP that a manifest cannot show.

high · no-expiry · All 8 tools

8 of 8 tools declare no expiry. This applies to every tool because MCP has no field in which to declare an expiry; the product may provide one outside MCP that a manifest cannot show.

high · no-audit-trail · All 8 tools

8 of 8 tools declare no record of their actions that the customer can read. This applies to every tool because MCP has no field in which to declare an audit requirement; the product may provide one outside MCP that a manifest cannot show.

high · uncapped-write · 5 of 8 tools

5 tools can modify data and declare no limit.

low · uncapped-read · 2 of 8 tools

2 tools can read data and declare no limit.

Declared capabilities

How each tool was read. declared means the server's own annotation said so — self-reported and unverified. inferred is from the tool's name. assumed means nothing indicated either way.

Tool	Read as	Basis
`notify_orchestrator`	`send`	inferred
`validate_deferred_paths`	`read`	inferred
`get_pipeline_status`	`read`	inferred
`set_pipeline_mode`	`write`	inferred
`satisfy_gate`	`write`	inferred
`pipeline_init`	`write`	assumed
`pipeline_reset`	`write`	assumed
`run_command`	`write`	assumed

Answering this question about your own agent? The self-serve stack report applies the same reading to your own stack or server and gives you a dated document you can hand to a customer's security review. It is generated in your browser, with nobody to wait for. Buying one does not change this page, its score or its place in the index — see Independence.

Maintain this server? If this page misreads your manifest, or your server has changed, submit its current tools/list response and it will be re-scored and dated. Corrections are published alongside the original, not in place of it.