Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Write, rewrite, and refine in your own style. Build and manage your Writing Profile.
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://idiolect.app/api/mcpRun this in your terminal
claude mcp add --transport http idiolect-ai https://idiolect.app/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"idiolect-ai": {
"url": "https://idiolect.app/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"idiolect-ai": {
"type": "http",
"url": "https://idiolect.app/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://idiolect.app/api/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain idiolect.app (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.2) reached the registry 26 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Zoo MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
An MCP server that provides access to the Zoo API for various CAD operations and tools.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Write and revise emails, messages, posts, replies, and docs in your voice with your portable Writing Profile. Idiolect AI creates new writing directly from your request and revises text you supply. You do not need to fetch a profile before writing.
Use `https://idiolect.app/api/mcp` in a client that supports remote HTTP MCP and OAuth. Your client opens browser sign-in and manages the connection. No npm installation, API key, or client secret is needed for this path. Review the consent screen and your client's tool permissions. Avoid adding a second connection if Idiolect AI is already connected.
codex mcp add idiolect --url https://idiolect.app/api/mcp
codex mcp login idiolect
See the Codex MCP guide.
Released Cline CLI 3.0.71 hit an OAuth callback bug in our test; native sign-in, writing and refinement passed only with a local client patch. Wait for a release containing the upstream fix before normal use.
Add this to Cline's MCP settings (~/.cline/data/settings/cline_mcp_settings.json for the CLI):
{
"mcpServers": { "idiolect": { "type": "streamableHttp", "url": "https://idiolect.app/api/mcp", "disabled": false, "autoApprove": [] } } }
Set type to streamableHttp; http is not valid for this field. Use Cline's MCP server controls or the cline mcp wizard to authorize OAuth for idiolect. Review the account and tool approvals. No API key, custom header or local adapter is needed. See the Cline MCP guide.
Add this to .cursor/mcp.json, then complete OAuth sign-in in Cursor's MCP settings:
{
"mcpServers": { "idiolect": { "url": "https://idiolect.app/api/mcp" } } }
See the Cursor MCP guide.
Add this to .vscode/mcp.json. Start the server from the MCP controls and complete sign-in:
{
"servers": { "idiolect": { "type": "http", "url": "https://idiolect.app/api/mcp" } } }
See the VS Code MCP configuration reference.
Add this to opencode.json in your project:
{
"$schema": "https://opencode.ai/config.json", "mcp": { "idiolect": { "type": "remote", "url": "https://idiolect.app/api/mcp", "enabled": true } } }
Then run opencode mcp auth idiolect and check the connection with opencode mcp list. See the OpenCode MCP guide.
In Kiro's Powers panel, choose Add Custom Power → Import power from GitHub and use https://github.com/moshpit-labs/idiolect-mcp/tree/main. The repository root contains the Agent Plugins manifest and hosted MCP configuration.
Activate the power with idiolect-ai, then complete browser sign-in when a protected tool requires it. Use your own Idiolect AI account and review Kiro's tool approvals. Avoid adding this power if you already have the same Idiolect AI connection configured separately.
See the Kiro power installation guide.
These examples configure the connection. A connected catalog does not prove a complete writing workflow in every client. Your client's model access and tool approvals also apply.
See the Cursor plugin guide for the MCP-only package and current compatibility status.
Hosted OAuth and API-key account mode advertise these six tools:
write creates writing from your request, facts, or notes.rewrite changes supplied prose. Your directions stay separate in instructions.refine_writing changes writing Idiolect AI returned, using its latest writing reference.record_writing_feedback records how you reacted to that writing: an outcome, your final wording, or a remark.view_writing_profile reads your current Writing Profile, rules, or samples.manage_profile creates or changes Writing Profiles and stated rules.If you have no Writing Profile, the service offers setup from your own writing or answers. You can skip setup and keep writing without a profile. After three completed pieces, one optional reminder may appear after the writing. Ignoring it does not repeat it; declining it stops future reminders. Follow the returned setup choices and reference. A reminder decline uses setup.purpose reminder and setup.choice plain; it never rewrites the completed piece. Whole-profile deletion is on the website.
Use your own authored writing as profile evidence. Your host can fetch it when you ask. Review the retrieved pieces, then approve the exact pieces to send for your Writing Profile. When submitting evidence, the host sets evidence.userApproved to true only after that approval. It uses evidence.source sent_writing for messages you previously sent to others. It uses current_request for other material you supply or approve for the current request. These values follow the evidence contract; they do not identify the external storage service. Do not save AI or third-party prose as your writing, or turn inferred patterns into your stated rules.
The service returns finished writing. Preserve its wording when presenting it, and use refine_writing for follow-up edits. Ordinary writing does not report a Voice Match score. Sending or publishing the result is a separate action in your client.
The idiolect-mcp npm package is a local stdio bridge to the hosted service. Use it when your client needs a local process instead of hosted OAuth. It requires Node.js 18 or newer and an Idiolect AI API key for account mode; it does not perform browser OAuth itself.
{
"mcpServers": { "idiolect": { "command": "npx", "args": ["-y", "idiolect-mcp"], "env": { "IDIOLECT_API_KEY": " " } } } }
Replace the placeholder through your client's private credential configuration. Never commit an actual key. IDIOLECT_BASE changes the service URL for a self-hosted instance; its default is https://idiolect.app.
Without an API key, the stdio package exposes its separate legacy catalog. IDIOLECT_SLUG selects a public Voice Card; it does not select an authenticated account's Writing Profile. Optional IDIOLECT_SAMPLES_FILE or IDIOLECT_SAMPLES supplies samples for stateless scoring. This compatibility path is distinct from the five account tools above. Prefer hosted OAuth for current writing and profile workflows.
Writing requests and approved evidence go to the hosted service. Your client controls its OAuth tokens and tool permissions. Read the privacy policy and terms. For help, use support or email hello@idiolect.app.
For contributions, keep setup examples aligned with the writing tools and evidence rules above. Check that examples use supported fields and preserve user approval and the returned writing. Generated catalog files come from the product repository's canonical contract. Report catalog changes in an issue rather than editing generated files by hand.
MIT licensed.