Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Manage GetIntel AI visibility (GEO) from your own AI agent.
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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.
Pick the AI app you use, then copy the settings.
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Works in Claude on the web, desktop and mobile:
https://app.getintel.ai/mcpRun this in your terminal
claude mcp add --transport http getintel https://app.getintel.ai/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"getintel": {
"url": "https://app.getintel.ai/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": {
"getintel": {
"type": "http",
"url": "https://app.getintel.ai/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://app.getintel.ai/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 7, 2026
The registry name was verified with the GitHub account tarang8811, which owns the repo
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 (1.0.1) reached the registry 3 months 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, TF Rooms
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.
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GetIntel is an AI visibility (GEO) platform — it tracks how often ChatGPT, Perplexity, Gemini, and Google AI Overviews name your brand in buyer conversations, finds the gaps, and drafts the fixes. This connector lets your own AI agent (Claude, or any MCP client) read that data and act on it directly, in conversation.
https://app.getintel.ai/mcp (remote, streamable-http)io.github.tarang8811/getintel on the Official MCP RegistryThis repository holds the connector's public documentation and tool manifest. The server implementation lives in GetIntel's main application repo.
https://app.getintel.ai/mcp.read, act).tools/list — a read-only token only sees the read tools below.Each brand in your account gets its own token, scoped so an agent connected for one brand can never see another brand's data — see tools.json for the full schema.
Every call is scoped to the authenticated user/brand. read tools never mutate anything.
get_visibility - AI Visibility score (0-100) — trailing 7-day citation rate, with trend and history.get_ai_answers - Buyer questions × engine grid — where the brand is open, absent, mentioned, or recommended.get_receipts - The exact AI answer for one buyer question, across engines.list_activity - Recent things the agent found or did, most recent first.list_missions - Proposed/active batches of related opportunities awaiting approval.get_mission - Read-only preview of one mission before approving it.get_competitors - Share-of-voice vs named competitors over 30 days.get_prompt_matrix - Per-prompt × per-engine state matrix.get_sources - Domains AI engines cite in your category — where to earn citations.get_content_gaps - Per-question coverage: do you have a page, does AI cite it, what to do.get_signals - Reddit/X threads AI cites where you're absent, or competitor complaints.get_search_console - Google Search Console performance joined against tracked AI prompts.get_authority - Domain rating, referring domains, and link-building opportunities.get_brand - Does AI trust/recommend the brand by name — the reputation signal.get_brand_transcript - Full untruncated prompt/answer/citation text behind get_brand.get_crawlability - Can AI crawlers actually reach and read the site (12 pass/warn/fail checks).get_usage - This month's MCP read/draft budget and when it resets.get_prompt_history - Buyer questions won/lost vs the prior 7-day window.list_drafts - Drafts the agent has written (outreach, articles, llms.txt, replies).get_draft - Full content of one draft.approve_mission - Approve and execute a mission's whole batch. Not reversible once run.dismiss_mission - Dismiss a proposed mission without running it.replan - Re-scan current signals and propose fresh missions now.approve_event - Approve one individual finding, writing its draft.dismiss_event - Dismiss one individual finding.| Tool | Description |
|---|---|
get_visibility | AI Visibility score (0-100) — trailing 7-day citation rate, with trend and history. |
get_ai_answers | Buyer questions × engine grid — where the brand is open, absent, mentioned, or recommended. |
get_receipts | The exact AI answer for one buyer question, across engines. |
list_activity | Recent things the agent found or did, most recent first. |
list_missions | Proposed/active batches of related opportunities awaiting approval. |
get_mission | Read-only preview of one mission before approving it. |
get_competitors | Share-of-voice vs named competitors over 30 days. |
get_prompt_matrix | Per-prompt × per-engine state matrix. |
get_sources | Domains AI engines cite in your category — where to earn citations. |
get_content_gaps | Per-question coverage: do you have a page, does AI cite it, what to do. |
get_signals | Reddit/X threads AI cites where you're absent, or competitor complaints. |
get_search_console | Google Search Console performance joined against tracked AI prompts. |
get_authority | Domain rating, referring domains, and link-building opportunities. |
get_brand | Does AI trust/recommend the brand by name — the reputation signal. |
get_brand_transcript | Full untruncated prompt/answer/citation text behind get_brand. |
get_crawlability | Can AI crawlers actually reach and read the site (12 pass/warn/fail checks). |
get_usage | This month's MCP read/draft budget and when it resets. |
get_prompt_history | Buyer questions won/lost vs the prior 7-day window. |
list_drafts | Drafts the agent has written (outreach, articles, llms.txt, replies). |
get_draft | Full content of one draft. |
| Tool | Description |
|---|---|
approve_mission | Approve and execute a mission's whole batch. Not reversible once run. |
dismiss_mission | Dismiss a proposed mission without running it. |
replan | Re-scan current signals and propose fresh missions now. |
approve_event | Approve one individual finding, writing its draft. |
dismiss_event | Dismiss one individual finding. |
act tools that send outbound email or publish content still require the account's explicit send/publish mandate — a connected agent can never grant itself that autonomy.
Issues or questions: tarang@sidepanda.com