Skip to content
Agentmart
Submit a tool

Publishready

PublishReady: Deterministic writing control with local-first metrics and AI prose audits.

Connector by veldica · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 2
Write a review

Chalk Labs

Need help deploying Publishready?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/veldica-publishready

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

PublishReady: Deterministic writing control with local-first metrics and AI prose audits.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
16 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
None found
Runs as
Node.js package

Tools by what they do 16

Read from the source code; the running server may list different tools.

Read 16 · Look things up without changing anything.

  • analyze_against_targets
  • analyze_against_template
  • analyze_text
  • audit_ai_sounding_prose
  • build_reference_profile
  • compare_profiles
  • compare_text_versions
  • compare_to_reference
  • find_hotspots
  • find_reference_drift
  • get_template
  • interpret_targets
Show 4 more tools
  • list_templates
  • plan_revision_workflow
  • suggest_revision_levers
  • summarize_writing_profile

Network hosts it talks to 3

  • github.com · found in code
  • glama.ai · found in code
  • veldica.com · found in code

Tools (16)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • analyze_against_targetsAnalyze Against Targetsread-only

    Check text against an explicit target profile. Use this before rewriting. After producing a revision, call compare_text_versions with the same targets to verify movement.

  • analyze_against_templateAnalyze Against Templateread-only

    Check text against a built-in template. Use this before revising. After revision, call compare_text_versions with the same template_id to verify alignment.

  • analyze_textAnalyze Textread-only

    Return a deterministic writing analysis. MUST be used as the first step in most revision workflows to establish a baseline. After analysis, call suggest_revision_levers for optimization advice.

  • audit_ai_sounding_proseAudit AI-Sounding Proseread-only

    Run the Veldica AI marker inventory directly. Returns marker density, weighted score, style band, categories, exact matches, tracked phrases, and supporting writing metrics. Use this when text feels generic, over-polished, formulaic, or AI-like.

  • build_reference_profileBuild Reference Profileread-only

    Generate a Fingerprint Profile from one or more high-quality reference texts.

  • compare_profilesCompare Profilesread-only

    Compare two writing profiles, explicit target profiles, or templates.

  • compare_text_versionsCompare Text Versionsread-only

    Compare original and revised drafts. MUST be called after any revision to verify mechanical improvement and factual integrity. It returns a 'quality_gate' which acts as a final decision object.

  • compare_to_referenceCompare to Referenceread-only

    Compare current text against a specific Fingerprint Profile.

  • find_hotspotsFind Hotspotsread-only

    Locate specific sentences or paragraphs for surgical revision. Each hotspot includes a 'hotspot_id' and 'revision_instruction'. After editing, MUST call compare_text_versions to verify the fix.

  • find_reference_driftFind Reference Driftread-only

    Detect if current writing samples are drifting away from a reference profile.

  • get_templateGet Templateread-only

    Return the full details of a specific template including its numeric targets.

  • interpret_targetsInterpret Targetsread-only

    Explain the human implications, likely audience, and tradeoffs of a set of numeric targets.

  • list_templatesList Templatesread-only

    Return a list of available writing templates with their metadata.

  • plan_revision_workflowPlan Revision Workflowread-only

    Generate a step-by-step tool-call sequence for a specific revision task (e.g., fact-preserving revision, template alignment). Use this when you are unsure which tool to call next.

  • suggest_revision_leversSuggest Revision Leversread-only

    Rank deterministic revision levers. Use this before rewriting to identify high-impact changes. After revision, MUST call compare_text_versions to verify style improved without factual loss.

Show 1 more tools
  • summarize_writing_profileSummarize Writing Profileread-only

    Generate a fingerprint profile from a text sample.

Signals

Stars
2
Forks
1
Open issues
0
Last commit
Oct 9, 2026 (21 days ago)
Last release
Apr 28, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.veldica/publishready
Version
1.0.5
Auth
No auth
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get Publishready running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying Publishready?

CallGet help
Cite this page

Publishready MCP server. Agent Mart. https://agentmart.dev/connectors/veldica-publishready (last updated 2026-10-24)