ScriptGrain

com.scriptgrainPublished by scriptgrain.comOfficial publisherv1.23.1Updated Oct 24, 2026

Your writing voice measured across 45 attributes; drafts in that voice, scored against it.

VerifiedStreamable HTTPWeb executableKnowledge & Memory Media & Design AI & ML

Server details

Identifier: com.scriptgrain/scriptgrain
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Sep 25, 2026

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Overview

AI-generated overview

Remote MCP server that measures your writing voice across 45 attributes, drafts text in that voice, and scores any text against it.

What you can do: Build and inspect voice profiles from your own writing samples, or from a public brand site with consent
Draft, outline, polish and humanise text in a measured voice, with voice-match scores and background jobs for long pieces
Score any text or URL against a profile, compare up to three pieces, and get a stylometric human-vs-AI reading
Manage a memory of ideas and claims you have already published, check novelty of a brief, and get suggested next angles
Watch published pages with a monthly voice monitor, and keep company profiles to ground drafts in real facts
Review past drafts and versions, restore earlier versions, save brief templates, and check plan, credits and invoices
When to use it: Useful when you want an assistant to write as you rather than generically: building a reusable voice profile, drafting or revising long-form content, checking whether text sounds like a given writer, or avoiding repeating arguments you have already published.
Requirements: Remote streamable HTTP endpoint; nothing to install. A free ScriptGrain account, signed in via OAuth on the consent page or an API key sent as an Authorization Bearer header. A guest trial session is available without a key. Drafting, polishing, humanising and brand mimicry consume plan credits; some monitor and company features need paid plans.

Before you install

Drafting and rewriting spend plan credits, and upgrade_plan returns a Stripe link, though payments are not made through the connector. Building a profile sends your own writing samples to ScriptGrain, and mimic_brand analyses a third-party site after consent. Several tools delete or overwrite stored data and are marked destructive. Keep any pasted API key out of version control and revoke unused connector keys in settings.

Installation

In SourceWeft

Open ScriptGrain in the dashboard and add it to a workspace.
Connect the required credentials. They are stored privately and never shown on public pages.
Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.scriptgrain%2Fscriptgrain/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "scriptgrain": {
      "type": "http",
      "url": "https://mcp.scriptgrain.com/mcp"
    }
  }
}

README

ScriptGrain MCP server

ScriptGrain makes ChatGPT, Claude and the rest better at being you. This repository is the public setup guide for its remote MCP server: connect it to Claude, ChatGPT, Cursor or any MCP client, and your assistant can build a voice profile from your own writing, draft in that voice, and score any text against it.

Endpoint: https://mcp.scriptgrain.com/mcp (streamable HTTP, answered as plain JSON; legacy SSE at https://mcp.scriptgrain.com/sse)
No account yet? https://mcp.scriptgrain.com/try needs no key or sign-in: start_session gives your assistant a 7-day guest session that builds one voice profile and scores text against it, then hands you a link to keep it in a free account
Auth: OAuth 2.0 (sign in with your ScriptGrain account on the consent page; used by claude.ai and ChatGPT connectors), or a ScriptGrain API key sent as Authorization: Bearer sg_live_...
Plans: every plan, including Free. Drafting uses credits from your plan; scoring and reading are free.
Server version: 1.23.1, 41 tools and 2 prompts; every tool has a title and read-only / destructive hints
Building a profile: your assistant can use writing of yours it already holds (messages you typed to it, documents or emails you shared, your posts), quoted exactly, never its notes about you or AI-written text, and it shows you which pieces it sends
Website: https://scriptgrain.com · Docs: https://scriptgrain.com/docs/mcp.md · REST API: https://scriptgrain.com/docs/api.md

This repository is a guide: documentation and client configuration only. It contains no ScriptGrain source code; the application and the MCP server are private and hosted by ScriptGrain, so there is nothing to install or run.

What ScriptGrain measures

A voice profile is built from writing you have already done: 45 attributes in eight groups (lexical, syntax, tone and register, rhetoric, punctuation and format, function words, content patterns, quirks and cadence). Every draft is scored from 0 to 1 against the profile: on-voice drafts typically score 0.85 to 0.95, partial matches 0.5 to 0.8, and clearly off-voice text below 0.45. Each attribute has its own page at https://scriptgrain.com/attributes.

Connect

You need a ScriptGrain account (free): https://scriptgrain.com/auth?tab=signup&source=github_mcp

claude.ai (web) and Claude Desktop

Settings, then Connectors, then Add custom connector.
Paste https://mcp.scriptgrain.com/mcp.
Sign in with your ScriptGrain email and password on the consent page. If you signed up with Google, open "Paste an API key instead" and paste a key from https://scriptgrain.com/settings?tab=api.

The connector mints its own API key, named after the client, in your ScriptGrain account. Revoke it in Settings, API, and the access ends.

Claude Code

With OAuth (Claude Code opens the sign-in when you run /mcp):

With an API key:

bash

claude mcp add scriptgrain https://mcp.scriptgrain.com/mcp \  --transport http --header "Authorization: Bearer sg_live_<your-secret>"

claude mcp add scriptgrain https://mcp.scriptgrain.com/mcp \  --transport http --header "Authorization: Bearer sg_live_<your-secret>"

Project-scoped config for a shared repository: config/claude-code.mcp.json (OAuth, so no key is committed).

ChatGPT

Where your ChatGPT plan offers connectors: Settings, then Connectors, then Add custom connector, with the URL https://mcp.scriptgrain.com/mcp, and sign in with your ScriptGrain account when the consent page opens. Where connectors are not available on your plan, the free prompt builder at https://scriptgrain.com/works-with/chatgpt writes a one-page system prompt from your writing for Custom instructions instead.

Cursor (and other editors with MCP settings)

Add a remote MCP server named scriptgrain with the URL https://mcp.scriptgrain.com/mcp and complete the sign-in when the consent page opens: config/cursor.mcp.json. Where a client cannot do OAuth, send the key as a header instead: config/cursor.mcp.with-key.json. Keep a file that holds a key out of version control.

Any other MCP client

Use https://mcp.scriptgrain.com/mcp with OAuth or the Authorization: Bearer header. Every POST is answered as plain JSON, never as an event stream, so clients and proxies that only handle request and response work too. Send the Mcp-Session-Id header from the initialize response on every later call.

Tools

41 tools, listed from the server's own registrations (server 1.23.1). The tools that delete or overwrite (delete_memory, forget_piece, edit_memory, remove_monitor_url, set_voice_brain, delete_brief_template) are marked destructive, so your client can ask before running them. Credits are from your ScriptGrain plan; "free" means no credit is used.

Drafts, polish and humanise are priced by length: up to 5,000 words 1 credit, up to 10,000 words 2, up to 15,000 words 3 (the most one piece can be). A draft over 4,000 words, or a polish or humanise over 3,000 words, runs in the background: the tool returns at once with a job, and get_job shows its progress until it has succeeded (about a minute per 2,000 words). Credits are charged as the words are delivered, never above the tier asked for.

Voice profiles

Tool	What it does	Cost
`list_profiles`	Lists the voice profiles your key can use, with status, confidence score and sample count	Free
`create_profile`	Builds a voice profile from 1 to 20 samples of your own writing (3+ pieces and 3,000+ words gives a confident profile); runs for about 1 to 3 minutes	1 extraction slot
`get_profile`	A profile's status and, once complete, its narrative description and all 45 attributes	Free
`mimic_brand`	Builds a profile from a public brand website (up to 8 pages); asks for your explicit consent first	1 brand-mimic credit

Drafting, scoring and revising

Tool	What it does	Cost
`create_outline`	An outline for a long-form piece, to review before drafting	Free
`generate_content`	A draft in your measured voice in one of 16 content types, up to 15,000 words, with its voice-match score; 1 to 3 variants (2 and 3 up to 4,000 words); over 4,000 words it is written in the background	Per variant: 1 credit up to 5,000 words, 2 up to 10,000, 3 up to 15,000
`check_voice_match`	Scores any text against a profile, with the per-feature numbers behind the score	Free
`compare_voice`	No profile needed: scores up to three pieces (text or URL) against a main piece	Free
`polish`	Revises a draft toward a voice-match target (default 0.9), up to 3 passes; over 3,000 words it runs in the background	1 credit up to 5,000 words, 2 up to 10,000, 3 up to 15,000; free if the draft already passes
`humanize`	Rewrites text (or a saved draft) to remove measurable machine-writing tells while keeping every fact, up to 3 passes; over 3,000 words it runs in the background	1 credit up to 5,000 words, 2 up to 10,000, 3 up to 15,000; free if the text already passes (up to 3,000 words)
`ai_detect`	Stylometric human-vs-AI reading of any text of 50+ words	Free
`rewrite_page`	Rewrites a public web page's copy in your voice, block by block; prices, legal lines and button labels are left alone	1 credit per 1,500 words; paid plans
`save_edit`	Saves your final edit of a draft, so the profile learns from the difference	Free
`list_generations`	Lists past drafts with their scores	Free
`get_generation`	Fetches one past draft in full (while a long draft is being written, the part delivered so far)	Free
`get_job`	Progress of a background job (a long draft, polish or humanise): sections done, words written, credits charged, and the result once it has succeeded	Free
`list_draft_versions`	A draft's earlier texts, newest first: every edit, polish, humanise or redraft keeps the text it replaced	Free
`restore_draft_version`	Puts an earlier version back; the text it replaces is kept too, so it can be undone	Free
`list_brief_templates`	Your saved briefs (and your team's), to start from with `template_id` on `create_outline` or `generate_content`	Free
`save_brief_template`	Saves a brief (format, topic, angle, audience, register, key points, length) for next time	Free
`delete_brief_template`	Deletes a saved brief	Free

Voice Brain: the memory of what you have already written

Tool	What it does	Cost
`get_memory`	The ideas, claims, stories and frameworks your writing has covered, each with a verbatim quote	Free
`sync_memory`	Indexes new drafts and samples into the memory	Free
`check_novelty`	Checks a brief against the memory: repeats, builds on, or new, with grounded angles	Free
`what_next`	Five angles that build on what you keep saying	Free
`add_to_memory`	Adds a published piece by pasted text or URL (60+ words), or one memory stated directly (`memory`, with an optional kind and topic)	Free
`set_repeat_policy`	Whether drafts avoid restating earlier arguments (the default) or may repeat them	Free
`list_brains`	Lists the memories (brains) a voice may use and which voices share each	Free
`set_voice_brain`	Moves a voice to another brain, or back to its own	Free
`edit_memory`	Changes one memory: its words, its kind, or its topic	Free
`delete_memory`	Deletes one memory	Free
`forget_piece`	Forgets a whole piece and every memory taken from it	Free

Voice monitor: published pages, scored monthly

Tool	What it does	Cost
`get_voice_monitor`	The pages being watched, the latest run's scores and the previous run	Free; paid plans
`add_monitor_url`	Watches a public page (Writer and Operator 5 pages, Studio 15, Agency 50)	Free; paid plans
`remove_monitor_url`	Stops watching a page; past results are kept	Free
`run_voice_monitor`	Runs this month's check now (one run per profile per month; the scheduled run is on the 1st)	Free

Company context

Tool	What it does	Cost
`list_companies`	Lists your company or product profiles, used to ground drafts in real facts	Free
`create_company`	Creates one from a URL, freeform notes or fields; only claims the pages make	Free (reading a site by URL needs a paid plan)

Account

Tool	What it does	Cost
`get_billing`	Plan, remaining credits and renewal date	Free
`get_invoice`	The latest invoice with a PDF link	Free
`upgrade_plan`	A Stripe-hosted link to upgrade or manage the plan; nothing is charged through the connector	Free

Prompts

write_in_my_voice: draft a piece, report its score, iterate, and save the final edit.
build_my_voice_profile: gather your own writing, create the profile, and walk through the result.

Worked examples

Limits worth knowing

60 requests per minute per key.
Five profile extractions an hour.
Drafts are written in UK or US English.
mimic_brand needs your explicit consent to analyse a website's writing.
Payments never happen through the connector.

Privacy and security

With OAuth, your password is used once on the consent page and never stored; the grant holds an encrypted key that is never shown to the client, and revoking it in Settings, API ends the access.
With a pasted key, keep the key in the client's secret store or an untracked config file.
ScriptGrain receives only what a tool call contains.
Subprocessors and data handling: https://scriptgrain.com/trust · Privacy: https://scriptgrain.com/privacy · Terms: https://scriptgrain.com/terms
Report a security issue to [email protected] (https://scriptgrain.com/.well-known/security.txt).

More about ScriptGrain

The 45 attributes, one page each: https://scriptgrain.com/attributes
How a voice is measured and scored: https://scriptgrain.com/reference/voice-measurement-framework
Published studies, with method and limitations: https://scriptgrain.com/research
Every MCP tool and what it costs: https://scriptgrain.com/reference/mcp-tool-reference
For AI assistants: https://scriptgrain.com/llms.txt

Support

[email protected] · https://scriptgrain.com/support

ScriptGrain is a product of Adapt Progress Evolve Limited, registered in England and Wales (10047328), London.

Licence

The documentation and configuration files in this repository are released under the MIT licence (see LICENSE). The ScriptGrain name, logo and service are not covered by it.

Source: README.md at commit 0b91d11

Tools

This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

v1.23.1LatestOct 15, 2026
v1.21.1Oct 5, 2026
v1.21.0Sep 29, 2026
v1.20.0Sep 28, 2026
v1.19.0Sep 28, 2026
v1.18.0Sep 27, 2026
v1.17.0Sep 25, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
License10 pts