keyphrases-mcp

MCP server · PyPI · ★ 1 · graded 2026-10-24Source linked

An MCP server to extract keyphrases from a text with the BERT model

No outside reports on file

keyphrases-mcp is distributed via PyPI (keyphrases-mcp); review its source code, dependencies, and requested permissions before use.

Based on public adoption and transparency signals as of Oct 23, 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 executionNo shell command runner notedLOW
Network reachLocal or standard API callsLOW
CredentialsNo API token requiredLOW
Package sourcePyPI (keyphrases-mcp)PUBLIC

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

Install

uvx keyphrases-mcp

All setup options ↓

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Everything known

We found nothing about this project in the sources we read (last checked 2026-10-30). That does not mean it has no problems.

0 incidents · 0 advisories · 0 news articles · 0 community threads · checked 2026-10-30

Popularity grade: D (from public signals such as stars and downloads, not a code review). Graded 2026-10-24.

Sources we read: OSV, GitHub Advisory Database, CISA Known Exploited Vulnerabilities, 44 security news feeds and our incident library. Last checked 2026-10-30.

Check a specific version →

About Keyphrases MCP

Keyphrases MCP is an MCP server focused on Cloud & infrastructure: An MCP server to extract keyphrases from a text with the BERT model.

It is published on PyPI as keyphrases-mcp and hosted on GitHub at IvanRublev/keyphrases-mcp (1 GitHub stars, 32 PyPI downloads, last repository push on 2025-10-30). Based on its public metadata, it operates with standard local or API scope without broad shell execution flags noted.

Setup

These use the package this listing points to. Check the project’s own instructions before running anything.

PyPI command

uvx keyphrases-mcp

PyPI (pip) command

pip install keyphrases-mcp

MCP client config

For Claude Desktop (claude_desktop_config.json) or Cursor (.cursor/mcp.json).

json

{
  "mcpServers": {
    "keyphrases-mcp": {
      "command": "uvx",
      "args": [
        "keyphrases-mcp"
      ]
    }
  }
}

Why this grade

DD — High risk signals

Signal-based grade (1/7 points): public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

16/100

GitHub stars: 1
PyPI downloads: 32
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.

Risks to watch for

Dependency & version pinning: Distributed via PyPI (keyphrases-mcp). 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 Keyphrases MCP?

Run uvx keyphrases-mcp (or pip install keyphrases-mcp) in your terminal, or add the server entry to your claude_desktop_config.json or .cursor/mcp.json as shown in the Setup section on this page. Full setup docs and environment variables are in github.com/IvanRublev/keyphrases-mcp.

Are there security reports about Keyphrases MCP?

No reports found for this package in our research (last checked 2026-10-30). Keyphrases MCP currently holds Grade D (High risk signals) based on public adoption and transparency signals. Review the permissions and source repository before granting access to local files, shell commands, or API keys.

Is Keyphrases MCP actively maintained?

Keyphrases MCP has 1 GitHub stars and 32 PyPI downloads, with its latest repository commit pushed on 2025-10-30. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/IvanRublev/keyphrases-mcp before pinning it in production.

What are alternatives to Keyphrases MCP?

Compare Keyphrases MCP 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 Keyphrases MCP? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade D for Keyphrases MCP

GitHub README Markdown:

markdown

[![AgentArmorHQ Risk Grade for Keyphrases MCP](https://agentarmorhq.com/api/badge/ivanrublev-keyphrases-mcp)](https://agentarmorhq.com/skills/ivanrublev-keyphrases-mcp)

HTML embed:

html

<a href="https://agentarmorhq.com/skills/ivanrublev-keyphrases-mcp"><img src="https://agentarmorhq.com/api/badge/ivanrublev-keyphrases-mcp" alt="AgentArmorHQ Risk Grade for Keyphrases MCP" height="20" /></a>

Terminal check:

terminal

curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "ivanrublev-keyphrases-mcp"

Share with your security lead

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

### AgentArmorHQ Security Review Memo: keyphrases-mcp
- **Listing URL:** https://agentarmorhq.com/skills/ivanrublev-keyphrases-mcp
- **Type:** App connector
- **Risk Grade:** Grade D (High risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 1 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** No shell command runner noted
- **Network reach:** Local or standard API calls
- **Credentials:** No API token required
- **Package source:** PyPI (keyphrases-mcp)

#### Recommended Hardened Setup
- **Command:** `uvx keyphrases-mcp`
- **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 23, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type: App connector
Publisher: IvanRublev
Source code: github.com/IvanRublev/keyphrases-mcp
Install command: pip install keyphrases-mcp
Est. context load: ~850 tokens / turn (~5 tool schemas, 0.43% of 200k context)
Popularity: 1 GitHub stars, 32 PyPI downloads
Last updated: 2026-10-28
Last graded: 2026-10-24

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