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io.github.hydrojwh/promptready-mcp

PYPI · PROMPTREADY-MCP · SCANNED SEP 22

Convert PDF/CSV to Markdown with AI-powered OCR via the PromptReady cloud API.

Available components

+4 this week 60 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security50
  • Malware scan not yet available for this package.Unverified
  • No known CVEs affecting this package version or its production dependencies.Pass
  • Runs setuptools.build_meta at install time, a recognised native-build step with no shell scripting around it. View diagnostics → Pass
  • 0 of 29 dependencies flagged as unhealthy. View diagnostics → Pass
Provenance & Transparency35
Schema Quality & AI Usability84
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 815 tokens (~101/item across 8 items; 8 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management60
  • Stability observed for 18 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 0% of tool parameters carry a description.Fail
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety75
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "logout" implies "remove" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
  • An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the io.github.hydrojwh/promptready-mcp server?

io.github.hydrojwh/promptready-mcp runs locally as a PyPI package, launched with uvx promptready-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

pypi · promptready-mcp

# add to Claude Code
claude mcp add hydrojwh-promptready-mcp -- uvx promptready-mcp
// .cursor/mcp.json
{
  "mcpServers": {
    "hydrojwh-promptready-mcp": {
      "command": "uvx",
      "args": [
        "promptready-mcp"
      ]
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "hydrojwh-promptready-mcp": {
      "command": "uvx",
      "args": [
        "promptready-mcp"
      ]
    }
  }
}
# add to Codex CLI
codex mcp add hydrojwh-promptready-mcp -- uvx promptready-mcp
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "hydrojwh-promptready-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "promptready-mcp"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add hydrojwh-promptready-mcp --command uvx --arg promptready-mcp
# ~/.hermes/config.yaml
mcp_servers:
  hydrojwh-promptready-mcp:
    command: "uvx"
    args: ["promptready-mcp"]
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "hydrojwh-promptready-mcp": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "promptready-mcp"
      ]
    }
  }
}
# add to Vellum
assistant mcp add hydrojwh-promptready-mcp -t stdio -c uvx -a promptready-mcp
// mcp.json
{
  "mcpServers": {
    "hydrojwh-promptready-mcp": {
      "command": "uvx",
      "args": [
        "promptready-mcp"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 22 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

  • 21 Sept 26 +22
    • Malware scan: pass → unverified security
    • Injection markers: unverified → pass security
    • Stability: unverified → 0.57 functional
    • Tool coverage: unverified → 100 functional
    • Schema quality: unverified → 100 functional
    • MCP protocol: unverified → pass functional
    • Package version: 0.3.7 → 0.3.8 functional
  • 20 Sept 26 −21
    • Stability: 0.50 → unverified security
    • Tool safety: pass → unverified security
    • Malware scan: unverified → pass security
    • Capabilities: pass → unverified functional
    • Tool coverage: 100 → unverified functional
    • Schema quality: 100 → unverified functional
    • Package version: 0.3.7 → 0.3.8 functional
  • 18 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.

  • 16 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 37 to 40. That category is still filling its 30-day observation window: 11 days of observed history at the previous scan, 12 at this one. The score rises as the window fills, whether or not the server changes.

  • 14 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.

  • 11 Sept 26 +4
    • Stability: unverified → 0.23 functional
  • 7 Sept 26 −15
    • Malware scan: pass → unverified security
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 22 Sept 2026 · Analysed pypi/promptready-mcp@0.3.8

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem pypi

Background: How many MCP packages publish verified provenance →

Install scripts 1 script
Hook Tier Command
build_backend allowlisted setuptools.build_meta

Background: Why install scripts are a supply-chain risk →

Dependencies 29 packages
Packages resolved 29
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 8 exposed · ~815 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
convert_pdf ~216

Upload a local PDF/CSV and queue conversion (same credits as the web app). Uses **saved user settings** (get_convert_settings / set_convert_settings), not per-call engine flags. Factory default: paddle, tables on, images off. Args: path: Absolute or home-relative path to a .pdf or .csv file. wait: If true, poll until done and download markdown (can take many minutes). timeout_sec: Max wait when wait=true (default 3600). output_dir: Directory for downloaded .md when wait=true. Returns JSON with job info; if wait=true and completed, includes local md path. The download can lag completion by a few seconds; if the file still cannot be saved, the response says download="pending" — the conversion succeeded and credits were already spent, so call wait_and_download, not convert again.

NameTypeReqDescription
output_dirstring
pathstringyes
timeout_secinteger
waitboolean
NameTypeReqDescription
resultstringyes

No examples provided.

get_convert_settings ~48

Show saved convert defaults for this machine (not per-file options). Defaults live in ~/.config/promptready/settings.json. convert_pdf always uses these until you change them with set_convert_settings.

Input schema present but exposes no named parameters.

NameTypeReqDescription
resultstringyes

No examples provided.

get_credits ~51

Get the calling user's PromptReady credit balance. Returns JSON: ok + credit_balance + email, or ok:false + error. Requires prior login (promptready-mcp-login / login tool) or env token.

Input schema present but exposes no named parameters.

NameTypeReqDescription
resultstringyes

No examples provided.

get_status ~37

Get conversion status for the authenticated user's current session job. Uses GET /api/v1/convert/status (session = user_id when logged in).

Input schema present but exposes no named parameters.

NameTypeReqDescription
resultstringyes

No examples provided.

login ~122

Open the browser Google login page and save tokens for this machine. Starts a local callback on http://127.0.0.1:18765/callback, opens PromptReady Google OAuth, stores credentials under ~/.config/promptready/credentials.json (mode 600), and applies them to this process. Users should run this once (or use CLI: promptready-mcp-login) instead of pasting tokens manually. After sign-in the browser returns to the local callback URL; no Supabase configuration is required.

NameTypeReqDescription
timeout_secinteger
NameTypeReqDescription
resultstringyes

No examples provided.

logout ~19

Remove saved MCP credentials from this machine and clear env tokens.

Input schema present but exposes no named parameters.

NameTypeReqDescription
resultstringyes

No examples provided.

set_convert_settings ~141

Update saved convert defaults (persists for future convert_pdf calls). Only pass fields you want to change. Example: set engine to paddle once, then every convert uses that until changed again. Args: engine: paddle (PaddleOCR-VL-1.6) | deepseek_ocr (DeepSeek-OCR) | glm_ocr (GLM-OCR) include_tables: keep markdown tables include_images: include image/visual extraction (heavier) remove_references: strip references section when supported

NameTypeReqDescription
engine
include_images
include_tables
remove_references
NameTypeReqDescription
resultstringyes

No examples provided.

wait_and_download ~181

Poll get_status until completed/failed/cancelled, then download markdown if available. Like convert_pdf(wait=true), a "completed" stage whose payload has no markdown_url yet is re-checked for up to RESULT_URL_WAIT_SEC (0.3.7): the backend can flip the stage a few seconds before the result URL appears. Status reads are free — only the upload spent credits. Args: timeout_sec: Max seconds to wait (OCR can take many minutes). poll_interval_sec: Sleep between polls (default 3). output_dir: Where to write the .md file. source_path: Optional original file path (used only for output filename).

NameTypeReqDescription
output_dirstring
poll_interval_secnumber
source_pathstring
timeout_secinteger
NameTypeReqDescription
resultstringyes

No examples provided.

Common questions

What is the io.github.hydrojwh/promptready-mcp server?

io.github.hydrojwh/promptready-mcp is listed in the public MCP registry as io.github.hydrojwh/promptready-mcp. Convert PDF/CSV to Markdown with AI-powered OCR via the PromptReady cloud API. This page covers its PyPI package (promptready-mcp).

Is the io.github.hydrojwh/promptready-mcp server safe to use?

io.github.hydrojwh/promptready-mcp scores 60 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 22 September 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the io.github.hydrojwh/promptready-mcp server expose?

io.github.hydrojwh/promptready-mcp exposes 8 tools: login, logout, get_credits, get_convert_settings, set_convert_settings, and 3 more. Their descriptions and schemas cost roughly 815 tokens of context every time the server is loaded.

Is the io.github.hydrojwh/promptready-mcp server still maintained?

io.github.hydrojwh/promptready-mcp is still listed as active in the MCP registry. We last reached this channel on 22 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.