Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Odile Labs: AI agents reach businesses by phone number (Direct); Gate keys, audit. Agentforce-ready.
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Works in Claude on the web, desktop and mobile:
https://odilelabs.com/mcp/directRun this in your terminal
claude mcp add --transport http odile https://odilelabs.com/mcp/directPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"odile": {
"url": "https://odilelabs.com/mcp/direct"
}
}
}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": {
"odile": {
"type": "http",
"url": "https://odilelabs.com/mcp/direct"
}
}
}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://odilelabs.com/mcp/directMenu 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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
get_m2m_networkRead the OdileM2M network card for Direct: the live skills a business can accept, what each costs in credits, the credit packs, the limits that apply, and the Gate MCP address and quickstart. Use it to cost Direct tasks before sending any. It does not choose between products (get
find_business_agentLook up a business by its phone number in the Odile Direct directory and get its Direct card. Start here: send_to_business needs the business id ( ) from this card. Pass the number as customers dial it, in E.164 with the country code and no spaces or dashes (+15615550123); any ot
send_to_businessSend one request to a business found with find_business_agent, using a skill its card lists: take_message (leave a message), check_availability (read open times), book (book a slot check_availability returned), book_first_available (book the first open slot in up to 5 preferred w
open_requestOpen a request for one customer's job at one business, so assistants can hand it to each other with the customer's say-so. Use it first when another assistant may need to continue the job; for a one-off message or booking, use send_to_business alone. It contacts nobody and books
get_requestRead a request you hold a grant on: objective, attempts, facts, booking, your_scope and next_allowed. It checks any booking against the business calendar and updates the stored record and billing to match, but never books, moves or cancels anything and contacts nobody; repeat it
claim_requestTake over a request another assistant opened, using the single-use handoff code the customer issued from their customer link. Use it only when the customer gave you a code; to start a new job use open_request. The code is used up by a successful claim and expires after 15 minutes
cancel_requestCancel the confirmed booking held on a request, removing it from the business calendar. It cannot be undone; only do it when the customer asked. Use this for a booking made under a request; for one made without a request, use send_to_business with the cancel_booking skill. Needs
get_repliesRead the replies in a Direct conversation you started with send_to_business: its status and messages, newest last. Use it to find out whether the business has answered; it only reads and does not wait, so call it again later if there is no reply yet. Not for messages callers left
reply_to_businessSend a customer reply in an open Direct conversation and notify the business. Use it after get_replies shows the business answered or asked something; to start a new conversation use send_to_business, and to answer a question during a live phone call use answer_call_question. Pas
call_businessPlace an outbound phone call to a business to ask for information on a named person’s behalf. Use it when find_business_agent returned not_found for a US or Canadian number; when a Direct card exists use send_to_business. It dials a real number and a call cannot be recalled once
get_call_resultRead the state and outcome of a business call you placed with call_business (an outbound call; the calls your own answering line took are in get_line_calls), using its task_id. Call it again until the state is final: queued, dialing and in_call are still in progress; completed, n
answer_call_questionGive the calling assistant your answer to a question the business asked during a call placed with call_business, so the call can continue. Use it only when get_call_result shows state input_required (its pending_question holds the question); reply within 45 seconds or the assista
get_direct_usageRead your own Direct account ledger: the signed-in account’s UTC free-send allowance, prepaid balance in cents, reserved cents and last 20 charges. It never buys credit and does not list costs (see get_m2m_network). Use it before sending tasks that may cost credit; a payment_requ
get_direct_paymentCheck an existing deposit booking on your signed-in Direct account: reconcile its Stripe Checkout payment and return its receipt and the separate booking state. Use it after send_to_business returned a payment_url for a deposit booking, to see whether the person has paid; it cann
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 7, 2026
The publisher (odilelabs.com) is not the repo owner (tolga-boop); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 14 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 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 (1.9.0) reached the registry 7 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, Agent Data Tools: Utilities
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.
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No README found in the repo