classifier-dev

MCP server · GitHub · ★ 434 · graded 2026-10-19Source linked

Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev

No outside reports on file

classifier-dev connects to external service APIs and requires API keys or tokens; restrict its folder reach, network access, and credentials before installing.

Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee.

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What it can access

Local filesNo local folder access notedLOW
Command executionRuns shell or system commandsREVIEW
Network reachConnects to outside service APINOTED
CredentialsRequires API key or tokenREVIEW
Package sourceGitHub (mrmps/classifier-dev)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/mrmps/classifier-dev ↗

All setup options ↓

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About Classifier Dev

Classifier Dev is an MCP server focused on Developer tools and Cloud & infrastructure: Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev (opens external site).

It is hosted on GitHub at mrmps/classifier-dev (431 GitHub stars). Based on its public metadata, its operational scope includes: connects to outside service api, requires api key or token.

Setup

Check these steps against the project’s own instructions before running anything.

No standalone npm or PyPI package is listed for this MCP server. Clone and inspect the source repository directly:

bash

git clone https://github.com/mrmps/classifier-dev.git

Review the README and source files in https://github.com/mrmps/classifier-dev (opens external site) before running any setup commands.

Why this grade

CC — Moderate risk signals

Signal-based grade (2/7 points): public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

33/100

GitHub stars: 434
Listing last refreshed: 2026-10-28

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Security reports

No reports found for this package in our research (last checked 2026-10-29).

Check a specific version →

Risks to watch for

External API & account scope: Connects to third-party service APIs. Use a dedicated, least-privilege token scoped only to the workspaces or repositories this tool needs.
Credential & token exposure: Requires API keys or secrets in configuration. Store credentials in environment variables with read-only or minimum required scopes and rotate them regularly.
Dependency & version pinning: Distributed via GitHub (mrmps/classifier-dev). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

Check its activity history or logs weekly at first, and look at what it changed or sent.
Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

It asks for more access than its job requires, or prompts you to paste passwords.
It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install Classifier Dev?

Classifier Dev does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/mrmps/classifier-dev.

Are there security reports about Classifier Dev?

No reports found for this package in our research (last checked 2026-10-29). Classifier Dev currently holds Grade C (Moderate risk signals) based on public adoption and transparency signals. Key risk areas to watch include external api & account scope:, credential & token exposure:, dependency & version pinning:.

Is Classifier Dev actively maintained?

Classifier Dev has 434 GitHub stars. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/mrmps/classifier-dev before pinning it in production.

What are alternatives to Classifier Dev?

Compare Classifier Dev side by side with similar MCP servers in the Related tools section on this page, or browse all MCP servers on AgentArmorHQ.

Maintain or use Classifier Dev? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade C for Classifier Dev

GitHub README Markdown:

markdown

[![AgentArmorHQ Risk Grade for Classifier Dev](https://agentarmorhq.com/api/badge/mrmps-classifier-dev)](https://agentarmorhq.com/skills/mrmps-classifier-dev)

HTML embed:

html

<a href="https://agentarmorhq.com/skills/mrmps-classifier-dev"><img src="https://agentarmorhq.com/api/badge/mrmps-classifier-dev" alt="AgentArmorHQ Risk Grade for Classifier Dev" height="20" /></a>

Terminal check:

terminal

curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "mrmps-classifier-dev"

Share with your security lead

Need sign-off to use classifier-dev? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: classifier-dev
- **Listing URL:** https://agentarmorhq.com/skills/mrmps-classifier-dev
- **Type:** App connector
- **Risk Grade:** Grade C (Moderate risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 434 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** Runs shell or system commands
- **Network reach:** Connects to outside service API
- **Credentials:** Requires API key or token
- **Package source:** GitHub (mrmps/classifier-dev)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/mrmps/classifier-dev
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type: App connector
Publisher: mrmps
Source code: github.com/mrmps/classifier-dev
Est. context load: ~700 tokens / turn (~4 tool schemas, 0.35% of 200k context)
Popularity: 434 GitHub stars
Last updated: 2026-10-28
Last graded: 2026-10-19

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