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Idiolect AI MCP Server

answering

Idiolect AI is answering right now. Last checked 4 min ago. It exposes 5 tools.

Write, rewrite, and refine in your own style. Build and manage your Writing Profile.

The linked repository no longer exists on GitHub — it was deleted or made private.

Uptime history 91 days of history · worst day 0%
91 days agonow
100.0%
Uptime 24h
92 of 92 checks
5
Tools
read from the server
362 ms
Response time
average over 24h
OAuth sign-in
Access
streamable-http

What changed 19

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 12 October 2026. No other catalogue keeps this.

12 Oct 10 tools disappeared add_writing_rule, add_writing_samples, create_writing_profile and 7 more
12 Oct 4 tool descriptions were rewritten refine_writing, rewrite, view_writing_profile and 1 more
12 Oct 4 tools changed the parameters they ask for refine_writing, rewrite, view_writing_profile and 1 more
12 Oct a tool appeared manage_profile

Tools have disappeared from this server

A tool that vanishes takes a piece of your agent with it, and the change arrives silently. Watch this server and every such change lands in your inbox.

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Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 4 min ago.

run in your terminal
claude mcp add idiolect-ai --transport http https://idiolect.app/api/mcp
Settings → Connectors → Add custom connector, then paste this address
https://idiolect.app/api/mcp
~/.codex/config.toml
[mcp_servers.idiolect-ai]
url = "https://idiolect.app/api/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "idiolect-ai": {
      "url": "https://idiolect.app/api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "idiolect-ai": {
      "type": "http",
      "url": "https://idiolect.app/api/mcp"
    }
  }
}

This endpoint answered with an authorization challenge. The server is running, and it signs you in through your browser: there is no API key to paste.

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

manage
manage_profile
Change the user's Writing Profiles and default writing template. Choose an `action`: `create_profile`, `add_samples`, `remove_sample`, `add_rule`, `remove_rule`, `rename_profile`, `set_current_profile`, or `set_default_template`. When the user shares writing they authored in this conversation, save it with `add_samples`. Without a Writing Profile, use `create_profile`. When the user states a lasting writing preference, save it with `add_rule`. Keep stated rules in the user's words and preserve their scope. Do not save inferred patterns as stated rules. Reuse that permission for the rest of this conversation without asking again. The user can delete a whole Writing Profile on the Idiolect AI website.
refine
refine_writing
Changes writing Idiolect AI returned, such as 'make it shorter and warmer'. The user does not need to name Idiolect AI again. It covers follow-ups on writing from `write`, `rewrite`, or `refine_writing`. The `refine_writing` tool revises returned writing, applies a ready-made template, or records its use. Send the latest `writingJobVersionId`, or `outputReference` when no version was returned, but not both. Send one of `change`, `templateId`, or `outcome`. The `finalText` field may come alone or with `outcome`. When the user reports use or the host observes completed use, send `outcome` with its `decisionSource`. When the final wording is known, send it in `finalText`. Set `editAuthor` to whoever edited it.
rewrite
rewrite
Rewrites text: 'make this sound like me', 'less AI', shorter, or clearer. Use for writing for or on behalf of the user, including drafts the host wrote for them. It rewrites in the user's style using their current Writing Profile when available. It covers an email, message, post, reply, or doc, from a grammar fix to a complete rewrite. Covers asks such as 'make this less AI-written' or 'make it less formal'. Changes include grammar, spelling, clarity, length, structure, tone, style, audience, or format. It can summarize, expand, simplify, paraphrase, or repurpose. Works without a Writing Profile. Unless the user asks to change them, it keeps supplied facts and protected wording. Put the user's change request in `instructions`. It returns finished writing for direct presentation. When presenting the writing, preserve its wording.
view
view_writing_profile
Shows the user's current Writing Profile and rules, and lists their Writing Profiles. To view another Writing Profile, set `profile` to its id or name. To list its writing samples, set `samples` true. Writing Profiles update continuously as the user writes, so read the current one here each time instead of keeping a saved copy.
write
write
Drafts an email, message, post, reply, doc, or report in the user's style. Use for new writing for or on behalf of the user, using their current Writing Profile when available. It writes from their request, facts, notes, or an outline, without inventing missing facts. The tool produces the draft. There is no need to draft it first. Works without a Writing Profile. Put the user's directions in `instructions`. It returns finished writing for direct presentation. When presenting the writing, preserve its wording.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

add_writing_rule
removed 12 Oct 2026
add_writing_samples
removed 12 Oct 2026
create_writing_profile
removed 12 Oct 2026
delete_writing_profile
removed 12 Oct 2026
list_writing_samples
removed 12 Oct 2026
remove_writing_rule
removed 12 Oct 2026
remove_writing_sample
removed 12 Oct 2026
rename_writing_profile
removed 12 Oct 2026
set_current_writing_profile
removed 12 Oct 2026
set_default_writing_template
removed 12 Oct 2026

Endpoints

URLTransportStateLatencyChecked
https://idiolect.app/api/mcp streamable-http sign-in 200 ms 4 min ago

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Idiolect AI — questions

Answers built from our own checks of this server.

What can Idiolect AI do?
It exposes 5 tools, read directly from the server on our last check. Among them: manage_profile, refine_writing, rewrite, view_writing_profile, write. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Idiolect AI working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 362 ms. The bar chart above shows every period we have measured.
Did Idiolect AI ever remove tools?
Yes. add_writing_rule, add_writing_samples, create_writing_profile, delete_writing_profile and 6 more are no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.
Is Idiolect AI still maintained?
The linked repository no longer exists on GitHub — it was deleted or made private. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.
How do I connect Idiolect AI?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You sign in through your browser once and the client keeps the session: no key to copy, and it refuses anonymous clients.
How do you sign in to Idiolect AI?
No API key is involved. Idiolect AI answers our knock with an OAuth challenge, so you authorise it once in your browser and the client keeps the session. That is also why we see no tool list: it will not describe itself to an anonymous client, and that is the server working as intended, not a fault.
How fast is Idiolect AI?
It answers our handshake in 362 ms on average, which is faster than 38% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.