Browser Use
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
Beschreibung vom Entwickler (englisches Original)
Analyze, validate and safely update Ghost Inspector end-to-end browser tests
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
GHOST_INSPECTOR_API_KEY, GHOST_INSPECTOR_ORG_ID, GHOST_INSPECTOR_ALLOW_WRITES, GHOST_INSPECTOR_ALLOW_RUNS, GHOST_INSPECTOR_BACKUP_DIRAls geheim markierte Werte sind Schlüssel zu deinem Konto. Gib sie nie weiter und füge sie nie in einen Chat ein.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Öffne Claude Desktop → Settings → Developer → Edit Config und füge dies in claude_desktop_config.json ein
{
"mcpServers": {
"ghost-inspector": {
"command": "npx",
"args": [
"-y",
"ghost-inspector-mcp"
],
"env": {
"GHOST_INSPECTOR_API_KEY": "your-value",
"GHOST_INSPECTOR_ORG_ID": "your-value",
"GHOST_INSPECTOR_ALLOW_WRITES": "your-value",
"GHOST_INSPECTOR_ALLOW_RUNS": "your-value",
"GHOST_INSPECTOR_BACKUP_DIR": "your-value"
}
}
}
}Führe das in deinem Terminal aus
claude mcp add ghost-inspector --env GHOST_INSPECTOR_API_KEY=your-value --env GHOST_INSPECTOR_ORG_ID=your-value --env GHOST_INSPECTOR_ALLOW_WRITES=your-value --env GHOST_INSPECTOR_ALLOW_RUNS=your-value --env GHOST_INSPECTOR_BACKUP_DIR=your-value -- npx -y ghost-inspector-mcpTrag die leeren Werte ein, bevor du ihn startest.
In .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"ghost-inspector": {
"command": "npx",
"args": [
"-y",
"ghost-inspector-mcp"
],
"env": {
"GHOST_INSPECTOR_API_KEY": "your-value",
"GHOST_INSPECTOR_ORG_ID": "your-value",
"GHOST_INSPECTOR_ALLOW_WRITES": "your-value",
"GHOST_INSPECTOR_ALLOW_RUNS": "your-value",
"GHOST_INSPECTOR_BACKUP_DIR": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"ghost-inspector": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"ghost-inspector-mcp"
],
"env": {
"GHOST_INSPECTOR_API_KEY": "your-value",
"GHOST_INSPECTOR_ORG_ID": "your-value",
"GHOST_INSPECTOR_ALLOW_WRITES": "your-value",
"GHOST_INSPECTOR_ALLOW_RUNS": "your-value",
"GHOST_INSPECTOR_BACKUP_DIR": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
Dieser Server läuft auf deinem Computer, und ChatGPT kann sich nur mit Servern im Internet verbinden. Wähle eine andere App.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
GHOST_INSPECTOR_ORG_ID envGHOST_INSPECTOR_ALLOW_WRITES envGHOST_INSPECTOR_ALLOW_RUNS envGHOST_INSPECTOR_BACKUP_DIR envDiese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Läuft auf deinem Computer; die Tool-Liste erscheint nach der Installation in deiner KI-App.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 8. Nov. 2026
Der Registry-Name wurde mit dem GitHub-Konto charliemtnez bestätigt, dem das Repo gehört
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieser Server läuft auf deinem Computer; es gibt keinen Endpunkt im Internet
Läuft auf deinem Computer und nutzt stattdessen lokale Einstellungen
Läuft auf deinem Computer; Tool-Listen können wir nur von Endpunkten im Internet lesen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 1 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Das musst du eintragen: GHOST_INSPECTOR_API_KEY
Er läuft auf deinem Computer. Deine KI-App startet ihn bei Bedarf, und die Daten laufen nicht über die Server des Entwicklers (außer der Server ruft selbst einen Onlinedienst auf).
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (0.4.1) kam vor 40 Tagen in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Außerdem brauchst du Node.js auf deinem Computer.
In derselben Kategorie: Browser Use, Chrome DevTools MCP, MCP Server Browser
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
MCP server for Chrome DevTools
MCP server for browser use access
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
An MCP server for the Ghost Inspector API, so you can work with end-to-end browser tests from whatever agent you already use — Claude, OpenAI, OpenCode, your own automation — instead of clicking through the web UI.
Twenty tools. Fourteen only read, five write, and one runs a test for real. All of them are always listed — the gated ones refuse when called without their opt-in rather than hiding, so nothing has to be inferred from an absent tool.
The table is a map of the surface. Each tool's own description, which is what your agent actually reads, is where the detail and the gotchas live.
Understand an account
| Tool | Access | What it does |
|---|---|---|
gi_whoami | read | Verifies your API key, lists the organizations it can reach with their ids, and reports which gates are open. Start here when something is misconfigured, or when an agent tells you this server cannot modify anything. |
gi_inventory | read | The whole account as a folder → suite tree, with per-suite counts of passing / failing / module / not-yet-run tests and the ids and names of the failing ones. Filter by folder, or ask for failing suites only. |
gi_find_tests | read | Tests by name, folder, suite or what their own steps do (command, any fallback selector, value), with the ids every other tool takes. |
gi_module_usage | read | The reverse index of execute steps: for every imported test, who imports it directly and its full transitive blast radius, with ids. Also finds modules nobody imports, imported tests missing the import-only flag, broken references, and cycles. Filter the listing by folder or suite; the radius stays account-wide. One request per test. |
gi_get_test | read | One test's stored definition, identity and state — including the dateUpdated that gi_update_test requires as its concurrency token. Call it before composing any edit. Up to 20 at once; expandModules inlines what a run executes, step by step, with its owner. |
Find what is wrong
| Tool | Access | What it does |
|---|---|---|
gi_stale_tests | read | Splits red tests into stale and genuinely broken by comparing the whole execute chain's dateUpdated against each test's last run. Also finds passing tests whose result predates a change. Filter by folder or suite. One request per test. |
gi_vacuous_tests | read | Green tests that prove nothing, in three separate classes: runs zero steps; runs its steps but contains no assertion at all; or a shortlist whose lone final assertion may have been true before the test did anything. Filter by folder or suite. |
gi_test_result | read | Why one test is red: the failing step, its error, the selectors it was *authored* with rather than only the one that resolved, and which test or module actually owns the step — mapped by position against the current definition, never guessed. Leads with a staleness verdict, because a result that predates a change is not evidence. Returns the run's screenshot, video, URLs and console. Up to 20 at once. |
gi_test_history | read | A test's runs, newest first, up to 500: each verdict and failing step, the last pass, and the first failure of the current red streak. States how far back it could see. |
gi_failure_groups | read | Red tests grouped by when they began failing, across suites and folders, with their common errors and targets — many reds within hours usually share one cause. |
Fix it
| Tool | Access | What it does |
|---|---|---|
gi_propose_repair | read | Turns a diagnosis into a concrete proposal: the rewritten step, which test owns it, and the token to write it. Applies nothing, and refuses on a stale diagnosis or a step it cannot locate. |
gi_plan_test | read | Exactly what gi_validate_test would send — modules inlined, {{variables}} resolved, all three submit-guard layers applied — and whether it would be refused. Starts no browser and needs no organization id. |
gi_validate_test | read¹ | Runs a definition through on-demand execution, which executes and discards it, and reports every step. Replicates the suite's configuration and variables, and guards against submitting in three layers (see the safety model). |
gi_screenshot_status | read | A test's screenshot comparison: the settings in force (inherited from the suite when the test leaves them unset), the measured difference against the threshold, the image it was compared against, and the baseline the next run will use — which differ right after an accept. Up to 20 at once. |
gi_screenshot_diff | read | Where a screenshot changed: compares a result's full-size image with its baseline pixel by pixel and returns the changed bands plus full-size crops of the largest, baseline above current. |
gi_update_test | write | Replaces a test's steps, renames it or changes its start URL, behind four guards and a concurrency token. The prior definition is saved to an owner-only file. |
gi_move_suite | write | Moves a suite with its tests to another folder. Reversible; returns the prior folder so the undo is one call. |
gi_move_test | write | Moves one test to another suite — also how to retire one. Reversible; says whether the destination runs on a schedule, since the test starts running with it. |
gi_create_suite | write | Creates an empty suite, in a folder if you name one. Refuses a same-named sibling unless you insist. |
gi_duplicate_test | write | Copies a test, places it in a suite, renames it and optionally re-points its start URL in one call. The only way to get a new test — Ghost Inspector has no create endpoint — so a source test is required. Clears the copy's schedule by default. |
gi_accept_screenshot | write | Makes the latest screenshot the new baseline — only if it is the result you looked at, still the latest and finished, with a failing comparison. Returns the baseline it replaced, since the API cannot restore one. |
gi_run_test | run | Executes a test exactly as saved and waits for the verdict. Its own gate, separate from writes. A test that submits a form is refused unless you confirm on that call. |
¹ gi_validate_test saves nothing, but it drives a real browser against a real URL, so it is not marked read-only.
The six write tools refuse unless GHOST_INSPECTOR_ALLOW_WRITES is exactly true, and gi_run_test refuses unless GHOST_INSPECTOR_ALLOW_RUNS is. A refusal changes nothing and names the variable to set. gi_whoami reports both gates.
Not included, on purpose. Deletion of any kind. DELETE /suites/{id}/ cascades to every test in the suite with no undo, and that blast radius does not belong behind an agent; deleting a test is left out for the same reason, since there is no version history to restore from.
Creating a test from nothing is not possible. Ghost Inspector exposes no create endpoint — POST /tests/ returns the test listing, the organization- and folder-scoped variants return 404, and the vendor documents update, duplicate and delete with no create. gi_duplicate_test is the supported route: copy an existing test, place it, rename it. It is named for what it does, because calling it "create" would set the wrong expectation about needing a source.
Dating a regression back to its last green run is gi_test_history. Old results are purged, so every answer carries its horizon: how far back it walked, and whether that was the end of what Ghost Inspector retains or only the end of what was asked for.
You talk to your agent, not to the tools. These are the questions the server is built to answer:
A note on scale. This server earns its place on accounts that have accumulated mess: hundreds of tests, shared modules with unclear ownership, a failing list nobody has triaged in months. On a small, well-tended account — a couple of dozen tests, no modules, everything green — gi_stale_tests, gi_module_usage and gi_vacuous_tests will correctly return nothing, and the server will look like it does very little. That is the honest answer for that account, not a malfunction.
Ghost Inspector's API is small and stable, so a 1:1 wrapper would add nothing over curl. This server is for the three things curl cannot give you:
Other community wrappers of this API exist. The difference here is the posture: nothing is written or executed until you opt in, no deletion at any opt-in level, and every write behind guards that cannot be turned off.
Two worked examples of that third point, because it is the whole thesis.
Marking a test Import Only — Ghost Inspector's way of saying "this is a module, other tests import its steps" — *deletes its stored results*. Every module is therefore permanently "never executed": no results, passing not a boolean, last-run date pinned to the 1970-01-01 epoch sentinel. The obvious implementation of stale-test detection sorts by last-run date, so it reports every module in your account as the deadest, most broken thing in it, and advises deleting exactly the steps all your live tests share. This server knows that, and ships the predicate that prevents it.
And a test whose steps are only execute calls into modules with no steps runs zero steps and passes, because nothing can fail. The dashboard shows it green while it asserts nothing, which is worse than red because nobody investigates green. Emptying one shared module does that to every test importing it, silently and all at once.
That is the smallest of three ways a test can be hollow. On a real account of a few hundred tests, gi_vacuous_tests found that the largest group by far was not this one but tests that run every step and contain no assertion at all — they can only fail if a step errors. A third group asserts only on its final step, which may well have been true before the test did anything. All of them green.
Requires Node 18+. There is nothing to install ahead of time — your MCP client launches the server with:
npx -y ghost-inspector-mcp
That always runs the latest release. To pin one, which is what a team sharing a setup should do, name it: npx -y ghost-inspector-mcp@0.4.1.
[![Install in VS Code](https://im
Nur der Anfang wird gezeigt; den Rest findest du im Repo