[External Plugin]: aisense

Plugin name

aisense

Short description

Connects Copilot to AI SENSE's free hosted MCP server: 77 tools with no account or key, from time, hashing, QR codes and HTML to PDF to webhook capture, queues, leases and semantic search. Bundles one skill that tells the agent which tool fits which need.

GitHub repository

aisenseapi/aisense-agent-plugin

Plugin path inside the repository

No response

Ref to review

v1.1.0

Commit SHA to review

8bfc7a7384fd3d94b7a153e31ebfc0e3098a74a1

Version

1.1.0

License identifier

MIT

Author name

AI SENSE AS

Author URL

https://aisense.no

Homepage URL

https://aisense.no/free-public-mcp-server

Keywords

utilities
webhooks
queue
qr-code
pdf
decide
no-auth
mcp

Additional notes for reviewers

Hosted-only connector: the plugin declares one remote MCP server (https://aisenseapi.com/mcp, Streamable HTTP, no authentication) and bundles one skill. There is no local code. Every tool call goes to AI SENSE's server with the arguments the agent passes, and request logs hold the caller's IP address (https://aisense.no/privacy). Tools that create something return bearer tokens; stored data, files and captures are readable by anyone holding their id or URL and expire within 24 hours. Every tool carries MCP annotations (a title plus readOnlyHint or destructiveHint). The limit is 5000 requests per address per day across all tools. plugin.json and mcp.json validate against the Agent Plugins 1.0.0 schemas. The plugin now sits at the root of its own repository, aisenseapi/aisense-agent-plugin (tag v1.1.0), so the only skill in it is the bundled aisense-tools. Submitted by AI SENSE AS, which owns the repository and runs the server.

Submission checklist

The plugin lives in a public GitHub repository.
The ref and/or sha I provided is immutable (release tag and/or full 40-character commit SHA), not a branch.
This submission follows this repository's contribution, security, and responsible AI policies.
This plugin is not already listed in the Awesome Copilot marketplace.

🔴 Contributor Reputation Check: HIGH risk

Check	Risk
Profile	HIGH
Credential audit	NONE

Maintainers: please review this contributor before merging.
See the workflow run for full details.
Automated check powered by AGT.

✅ External plugin intake passed

This submission passed automated intake validation and quality checks and is ready for maintainer review.

View workflow run · Download full quality gate logs

Plugin: aisense
Repository: https://github.com/aisenseapi/aisense-agent-plugin
Ref: v1.1.0
SHA: 8bfc7a7384fd3d94b7a153e31ebfc0e3098a74a1

Reviewer signals

These are non-blocking heuristics for maintainer review; they are not evidence of misconduct or low quality.

Signal	Result
Repository age	0 day(s)
Repository activity	repository is 0 day(s) old; 0 stars; 0 watchers; 0 forks
Repository counts	0 stars · 0 watchers · 0 forks · 0 open issues/PRs
Homepage heuristics	⚠️ pricing

Quality gate summary

Legend: ✅ pass · ⚠️ warning · 🛑 fail

Gate	Status
spec compliance	✅ pass
vally lint	✅ pass
install smoke test	✅ pass
version match	✅ pass
ref/sha consistency	✅ pass
canvas structure	⚪ not_run

spec compliance: pass
vally lint: pass
install smoke test: pass
version match: pass
ref/sha consistency: pass
canvas structure: not_run
overall: pass

spec compliance output (✅ pass)

Agent Plugins v1.0.0 manifest checks passed for plugin.json.

vally lint output (✅ pass)

✅ aisense-tools (2/2 checks passed)
    ✓ [spec-compliance] All 1 skill(s) are spec-compliant.
        ✓ spec-compliance: All spec checks passed.
    ✓ [valid-refs] All file references across 1 skill(s) are valid.
        ✓ valid-refs: All file references resolve to existing files within the skill directory.

1 skill(s) linted, 1 passed

install smoke test output (✅ pass)

Install smoke test succeeded. Verified /tmp/external-plugin-quality-CxJv5F/copilot-home/.copilot/installed-plugins/external-plugin-intake/aisense/plugin.json.

Version match output

- v1.1.0: matched version "1.1.0" at "plugin.json".
- 8bfc7a7384fd3d94b7a153e31ebfc0e3098a74a1: matched version "1.1.0" at "plugin.json".

Ref/SHA consistency output

source.ref "v1.1.0" resolves to the same commit as source.sha "8bfc7a7384fd3d94b7a153e31ebfc0e3098a74a1".

Canvas structure output

Canvas structure gate skipped because plugin is not tagged with "canvas".

Canonical external.json payload

{
  "name": "aisense",
  "description": "Connects Copilot to AI SENSE's free hosted MCP server: 77 tools with no account or key, from time, hashing, QR codes and HTML to PDF to webhook capture, queues, leases and semantic search. Bundles one skill that tells the agent which tool fits which need.",
  "version": "1.1.0",
  "author": {
    "name": "AI SENSE AS",
    "url": "https://aisense.no"
  },
  "repository": "https://github.com/aisenseapi/aisense-agent-plugin",
  "homepage": "https://aisense.no/free-public-mcp-server",
  "license": "MIT",
  "keywords": [
    "utilities",
    "webhooks",
    "queue",
    "qr-code",
    "pdf",
    "decide",
    "no-auth",
    "mcp"
  ],
  "source": {
    "source": "github",
    "repo": "aisenseapi/aisense-agent-plugin",
    "ref": "v1.1.0",
    "sha": "8bfc7a7384fd3d94b7a153e31ebfc0e3098a74a1"
  }
}

The vally lint failure comes from a file outside the plugin. The plugin path in this submission is agent-plugin, and the spec, install and version gates used it. vally lint read SKILL.md at the repository root instead: that is our separate REST API skill (free-public-rest-apis, 1057 lines), which is not part of the plugin and is not installed with it.

The skill the plugin bundles is agent-plugin/skills/aisense-tools/SKILL.md: 82 lines, name: aisense-tools matching its folder, a 370-character description, and no file references.

Could the lint be run against the plugin path, or could a maintainer use /mark-ready-for-review if that is the right route?

Resolved on our side: the plugin now sits at the root of its own repository, aisenseapi/aisense-agent-plugin (tag v1.1.0), and the submission points there. The re-run intake passes every gate, including vally lint on the bundled aisense-tools skill, so the earlier question needs no action.

/reject This is a hosted connector over general-purpose utilities (time, hashing, QR, JSON, temp storage, queues), and the skill mostly restates what the server's own tool descriptions already tell the agent. Behaviour is defined by the vendor's server at runtime rather than the pinned commit, and every call sends data off-machine. Discoverability for a remote MCP server is better handled by an MCP registry than a plugin marketplace.

❌ External plugin rejected

A maintainer rejected aisense, and the submission issue has been closed.

Reason

This is a hosted connector over general-purpose utilities (time, hashing, QR, JSON, temp storage, queues), and the skill mostly restates what the server's own tool descriptions already tell the agent. Behaviour is defined by the vendor's server at runtime rather than the pinned commit, and every call sends data off-machine. Discoverability for a remote MCP server is better handled by an MCP registry than a plugin marketplace.

This issue is now closed and /rerun-intake will no longer reopen it. If you address the feedback, please open a new external plugin submission issue.

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[External Plugin]: aisense #6262

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github-actions commented on Nov 5, 2026

github-actions commented on Nov 5, 2026

✅ External plugin intake passed

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Canonical external.json payload

aisenseapi commented on Nov 5, 2026

aisenseapi commented on Nov 5, 2026

aaronpowell commented on Nov 6, 2026

github-actions commented on Nov 6, 2026

❌ External plugin rejected

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