Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Adjust MCP server: 5 read tools, 0 write tools. Read-only reporting for allowlisted apps.
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.
ADJUST_API_TOKEN, ADJUST_APP_TOKENS, ADJUST_ENVIRONMENTValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"adjust": {
"command": "npx",
"args": [
"-y",
"@getmcpads/adjust-mcp-server"
],
"env": {
"ADJUST_API_TOKEN": "your-value",
"ADJUST_APP_TOKENS": "your-value",
"ADJUST_ENVIRONMENT": "your-value"
}
}
}
}Run this in your terminal
claude mcp add adjust --env ADJUST_API_TOKEN=your-value --env ADJUST_APP_TOKENS=your-value --env ADJUST_ENVIRONMENT=your-value -- npx -y @getmcpads/adjust-mcp-serverFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"adjust": {
"command": "npx",
"args": [
"-y",
"@getmcpads/adjust-mcp-server"
],
"env": {
"ADJUST_API_TOKEN": "your-value",
"ADJUST_APP_TOKENS": "your-value",
"ADJUST_ENVIRONMENT": "your-value"
}
}
}
}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": {
"adjust": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@getmcpads/adjust-mcp-server"
],
"env": {
"ADJUST_API_TOKEN": "your-value",
"ADJUST_APP_TOKENS": "your-value",
"ADJUST_ENVIRONMENT": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
ADJUST_ENVIRONMENT envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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 getmcpads.com (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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.
You need to fill in: ADJUST_API_TOKEN, ADJUST_APP_TOKENS
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 11 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, zanadir
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.
Find what a repository's CI is missing, and which security checks cannot fail the build.
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.
Read attribution and performance reports, event catalogs and period comparisons for explicitly selected apps.
Watch the film · What's new · Install · Tool reference · Try hosted getmcpads
[Play the 45-second film](https://www.getmcpads.com/home/film/get-mcp-ads-brand-film-1080p.mp4)
The film shows hosted getmcpads with sample data. Its MCP Apps, from creative galleries and alerts to Google Sheets exports and bulk launches, belong to the hosted product. This repository provides the standalone native API tools.
5 read tools · 0 write tools. Read-only by design: no setting adds a write tool.
Run locally with your own Adjust API token and a client that supports stdio MCP, such as Claude Desktop, Claude Code or Cursor. Your requests go directly to the Adjust Report Service API. For managed connections, including supported ChatGPT setups, use the hosted option.
[v1.0.1: Zod 4 security update](https://github.com/get-mcp-ads/adjust-mcp-server/releases/tag/v1.0.1) · October 26, 2026
zod to 4.6.7. Every Zod release before 4.6.6 is covered by the high-severity advisory GHSA-mrhx-c7xc-m3w5: validating an oversized constrained collection can exhaust memory, and no Zod 3 release carries the fix. npm audit --omit=dev reports no vulnerability again.server-card.json is regenerated with Zod 4's JSON Schema output, which spells some constraints differently.Earlier releases
| Version | Date | Highlights |
|---|---|---|
| 1.0.0 | October 23, 2026 | First standalone release |
Full changelog · All releases
Source synchronization: SOURCE_SYNC.md.
This is the first release. It requires Node.js 22.23.4, 24.22.1, 26.12.1 or a newer release of those lines, and prints a warning on stderr when started on an older one. Hosted MCP Apps, exports and business reviews are outside this release.
This is a GitHub source release. npm and MCP Registry versions are published separately. The commands below select this exact version; unpinned npx examples later in this document select the version currently available on npm.
git clone --branch v1.0.1 --depth 1 https://github.com/get-mcp-ads/adjust-mcp-server.git
cd adjust-mcp-server npm ci npm run build
Configure your MCP client to run node with the absolute path to dist/cli.js and the variables documented below.
{
"mcpServers": { "adjust": { "command": "node", "args": ["/absolute/path/to/adjust-mcp-server/dist/cli.js"], "env": { "ADJUST_API_TOKEN": "your-adjust-api-token", "ADJUST_APP_TOKENS": "abc123def456,ghi789jkl012" } } } }
Once the package is on npm, the same entry can use "command": "npx" with "args": ["-y", "@getmcpads/adjust-mcp-server"]. Run npm run doctor in the repository to check the configuration locally. It prints no secret and makes no network request.
Prefer a managed connection? Use Adjust with hosted getmcpads. Connect your account, select the data your assistant may access and use the hosted MCP connection. See the site for current features and plans.
Provide these environment variables through the client's secret configuration:
| Variable | Purpose |
|---|---|
ADJUST_API_TOKEN | Required. The API token of your Adjust user. It is a bearer credential with that user's reporting access. |
ADJUST_APP_TOKENS | Required. Comma-separated app tokens this server may read, up to 200. Every request is checked against this list, and app discovery returns only these apps. |
ADJUST_ENVIRONMENT | production (default) or sandbox. Fixed for every report; a tool call cannot change it. |
Adjust shows the API token in your profile's account settings. See Adjust's authentication guide. The server checks the configuration at startup and exits with a message that names the variable to fix. That message never contains a token value. After setup, call adjust_list_apps. Its unavailableAppTokens field lists configured app tokens that Adjust did not return for this API token. This package accepts a token from the environment. It runs no OAuth flow and writes nothing to disk. When you rotate the token, update the client configuration and restart the server.
Read-only by design. Every request is an HTTP GET to the Report Service. There is no write tool and no environment variable that adds one. The app allowlist is checked before any request is sent. App discovery is filtered to the allowlist, and a report that contains a row from another app is withheld. Requests go only to automate.adjust.com, the host Adjust documents for the Report Service. Redirects are refused and never followed. Each request has a 25 second timeout and a 20 MB response limit. An HTTP 200 response that carries an error body is treated as a failed request and returns no data. A read makes at most three attempts on HTTP 429, 502, 503 and 504, honoring a short Retry-After. A longer delay is returned as retryAfterSeconds instead of waiting. Adjust documents a limit of 50 requests per second per source IP address, with a burst allowance of 100.
Reports keep Adjust's native totals. They are never rebuilt from breakdown rows. A missing value is null, not zero, and ratios such as ROAS stay native fractions. Truncated rows, provider warnings, duplicate breakdown rows and unexpected pagination metadata mark a report partial. The API token is never returned or logged, and it is removed from provider text before that text reaches the model. Event definitions keep only the requested app: other apps' identifiers and SDK event tokens are removed. The Report Service returns aggregated data. This server has no tool for user-level or device-level data.
Coverage is the Report Service JSON report, the app inventory from filters data and the event catalog. CSV, Parquet and pivot report formats are not exposed. Use tools/list or server-card.json for exact schemas and the Report Service API reference for provider details.
Adjust offers its own MCP server. The facts below come from Adjust's help center article, read on October 23, 2026.
| Adjust MCP | This server | |
|---|---|---|
| Availability | Early Access, added to your Adjust package on request | Open source under Apache 2.0 |
| Connection | Remote endpoint https://mcp.adjust.com/mcpo | Local process over stdio |
| Authentication | OAuth in supported clients | Adjust API token in an environment variable |
| Data | Aggregated data only | Aggregated Report Service data only |
This server reads only the apps listed in ADJUST_APP_TOKENS, within the access of the Adjust user who owns the API token.
getmcpads for Adjust manages the hosted connection and app selection. Hosted and source releases can differ. Contact: hello@getmcpads.com.
npm run typecheck
npm run lint npm run build npm test npm run catalog
All tests run offline with synthetic responses. No live Adjust account is contacted.
Every tool is listed below. See server-card.json for complete parameter and output schemas.
5 read tools
| Tool | Purpose |
|---|---|
adjust_list_apps | List the allowlisted apps the API token can read, with native currency, configured operating systems and any configured token Adjust did not return |
adjust_list_events | Discover event slugs, activity-count metric IDs and app-specific event tokens for one app |
adjust_get_catalog | Read the 35 documented dimensions, 12 example metrics and the event metrics of one app |
adjust_run_report | Run an attribution and performance report for one app, with native totals, warnings and measurement settings |
adjust_compare_periods | Compare two equal-length periods for one app with identical settings, using native totals |
There are no write tools.
| Resource | Purpose |
|---|---|
adjust://guide | Tool order, app scope, measurement settings, rate limits and documentation link |
Apache License 2.0. See NOTICE.
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Maintained by Emmanuel at getmcpads. Questions: hello@getmcpads.com.