Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Query your databases and build charts, dashboards, filters and alerts in TractorScope.
These three are never merged into one score: opinions, measurements and popularity are different things.
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://api.tractorscope.com/mcpRun this in your terminal
claude mcp add --transport http tractorscope https://api.tractorscope.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"tractorscope": {
"url": "https://api.tractorscope.com/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": {
"tractorscope": {
"type": "http",
"url": "https://api.tractorscope.com/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://api.tractorscope.com/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 against the domain tractorscope.com (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 (1.0.0) reached the registry last month.
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, First Sale Scout
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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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.
TractorScope is a SQL dashboard builder for teams that own their data. This is its hosted Model Context Protocol server: connect an AI client and it can read your dashboards, query the databases you have connected, create and edit charts, manage filters and alerts, and pull chart data, all against your own account.
https://api.tractorscope.com/mcp
Nothing to install. The server speaks streamable HTTP and signs you in with OAuth 2.1 (PKCE, dynamic client registration), so any client that supports remote MCP servers connects with the URL alone.
Full documentation: https://tractorscope.com/docs/mcp-server
| Client | How |
|---|---|
| Claude Desktop / claude.ai | Settings → Connectors → Add custom connector → paste the URL |
| Claude Code | claude mcp add --transport http tractorscope https://api.tractorscope.com/mcp |
| Codex | codex mcp add tractorscope --url "https://api.tractorscope.com/mcp" then codex mcp login tractorscope |
| Cursor | {"mcpServers":{"tractorscope":{"url":"https://api.tractorscope.com/mcp"}}} in ~/.cursor/mcp.json |
| VS Code | {"servers":{"tractorscope":{"type":"http","url":"https://api.tractorscope.com/mcp"}}} in .vscode/mcp.json |
| Gemini CLI | {"mcpServers":{"tractorscope":{"httpUrl":"https://api.tractorscope.com/mcp","oauth":{"enabled":true}}}} in ~/.gemini/settings.json |
| opencode | {"mcp":{"tractorscope":{"type":"remote","url":"https://api.tractorscope.com/mcp","enabled":true}}} in opencode.json |
On the consent screen you choose whether the connection may only read, or read and write. Connections are listed and can be revoked under Settings → MCP Server in the app.
| Area | Read | Write |
|---|---|---|
| Databases | list_databases, get_database_schema, query_database | |
| Dashboards | list_dashboards, get_dashboard, list_dashboard_folders, search | create_dashboard, update_dashboard, clone_dashboard, create_dashboard_folder |
| Charts | get_chart, get_chart_data, pull_chart_data | create_chart, update_chart, clone_chart, delete_chart, set_chart_fields, set_chart_series |
| Filters | list_filters | create_filter, apply_filters_to_dashboard |
| Alerts | list_alerts | create_alert, run_alert_check |
| Sharing and embedding | list_share_links, list_domains | create_domain, revoke_domain |
Every tool is annotated with whether it reads or writes, and whether a write can remove something, so clients can auto-approve reads and confirm the rest. query_database runs SELECT only and caps results at 1,000 rows.
The server acts as the signed-in user and can only reach what that user can see in the app. Database credentials are never sent over the connection. How TractorScope handles data is described in the privacy policy.
server.json in this repository is the listing published to the official MCP Registry under com.tractorscope/mcp.
help@tractorscope.com