Publishready
PublishReady: Deterministic writing control with local-first metrics and AI prose audits.
Connector by veldica · GitHub account verified by the MCP Registry
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.
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.
About
Reviews
Write a reviewNo 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_targetsanalyze_against_templateanalyze_textaudit_ai_sounding_prosebuild_reference_profilecompare_profilescompare_text_versionscompare_to_referencefind_hotspotsfind_reference_driftget_templateinterpret_targets
Show 4 more tools
list_templatesplan_revision_workflowsuggest_revision_leverssummarize_writing_profile
Network hosts it talks to 3
github.com· found in codeglama.ai· found in codeveldica.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-onlyCheck 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-onlyCheck 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-onlyReturn 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-onlyRun 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-onlyGenerate a Fingerprint Profile from one or more high-quality reference texts.
compare_profilesCompare Profilesread-onlyCompare two writing profiles, explicit target profiles, or templates.
compare_text_versionsCompare Text Versionsread-onlyCompare 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-onlyCompare current text against a specific Fingerprint Profile.
find_hotspotsFind Hotspotsread-onlyLocate 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-onlyDetect if current writing samples are drifting away from a reference profile.
get_templateGet Templateread-onlyReturn the full details of a specific template including its numeric targets.
interpret_targetsInterpret Targetsread-onlyExplain the human implications, likely audience, and tradeoffs of a set of numeric targets.
list_templatesList Templatesread-onlyReturn a list of available writing templates with their metadata.
plan_revision_workflowPlan Revision Workflowread-onlyGenerate 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-onlyRank 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-onlyGenerate 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
- Packages
- npm @veldica/publishready-mcp
- License
- MIT
- Repository
- github.com/veldica/publishready-mcp
- 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.
Cite this page
Publishready MCP server. Agent Mart. https://agentmart.dev/connectors/veldica-publishready (last updated 2026-10-24)