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cloak-browser-mcp

cloak-browser-mcp

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github.com/devinwangBrowser Automation2Updated 1w ago

About cloak-browser-mcp

cloak-browser-mcp is a Playwright-compatible MCP server backed by CloakBrowser Chromium. It is for MCP clients that need browser automation with stealth, persistent profiles, and optional network, storage, vision, or testing tools.

Key features

  1. 01Playwright-compatible browser navigation and interaction
  2. 02Stealth and detection audit tools
  3. 03Persistent profile management
  4. 04Proxy, locale, timezone, and fingerprint controls
  5. 05Optional network, storage, vision, and testing capabilities

Use cases

  1. 01Automate browsing on sites with bot detection
  2. 02Inspect and test browser network behavior
  3. 03Reuse browser profiles and storage state
  4. 04Generate locators and verify page elements

MCP support

It exposes browser automation and CloakBrowser-specific tools to MCP clients, with additional tool groups enabled through capability flags.

Configuration

Local server config is the same for every client. Copy it into your client’s MCP config file.

mcp.json · Universal config
{
"mcpServers": {
"devinwang-cloak-browser": {
"command": "npx",
"args": [
"-y",
"@devinwangd/cloak-browser-mcp"
],
"env": {
"CLOAKBROWSER_LICENSE_KEY": "<CLOAKBROWSER_LICENSE_KEY>"
}
}
}
}
Run commandnpx -y @devinwangd/cloak-browser-mcp
Environment variables to set
CLOAKBROWSER_LICENSE_KEYSecretOptional CloakBrowser Pro license key. Leave unset to use the free binary.

Local servers need a runtime on your machine (e.g. Node.js 18+). Config file locations differ by client; see your client’s docs.

Packages
npm@devinwangd/cloak-browser-mcp0.2.0

Tools

35

Saved tool list · updated 1w ago

ParameterTypeRequiredDescription
urlstringYesAbsolute URL to load. Subject to --allowed-domains / --blocked-domains.
timeoutMsnumberNo
waitUntilenumNoload | domcontentloaded | networkidle | commit

Details

From the project README

cloak-browser-mcp

A Model Context Protocol (MCP) server backed by CloakHQ/CloakBrowser — a source-patched Chromium that passes Cloudflare Turnstile, reCAPTCHA v3, FingerprintJS, BrowserScan, and 30+ other bot detection services without runtime JS injection.

Drop-in replacement for @playwright/mcp with 86 tools: every Playwright MCP tool except browser_annotate (see Not implemented), plus a Cloak-exclusive stealth/profile/audit layer.

Works with Claude Code, Cursor, VS Code, Codex, Gemini CLI, Windsurf, or any MCP client.


Table of contents


Why CloakBrowser over vanilla Playwright?

@playwright/mcpcloak-browser-mcp
ChromiumStockSource-patched (58 C++ patches)
navigator.webdrivertrue (leaks)absent
Cloudflare TurnstileFailsAuto-pass
reCAPTCHA v3 score~0.1~0.9
Humanized mouse / keyboardNoneBézier curves, typo correction
Persistent profilesManualFirst-class CLI flag + management tools
GeoIP-aware emulationNoneAuto timezone/locale from proxy exit IP
Stealth audit / detection probeNoneBuilt-in cloak_stealth_audit + cloak_detection_test

When you don't need stealth, @playwright/mcp is faster and lighter — use that. When the site has any bot detection (Cloudflare, DataDome, PerimeterX, FingerprintJS) — use this.


Quick start

1. Install once

The wrapper installs from npm; the CloakBrowser Chromium binary (~200 MB) downloads on first use into ~/.cloakbrowser/.

Requires Node.js ^20.19.0 || >=22.12.0 (the minimum CloakBrowser itself needs).

The binary comes in two tiers. Without a key you get the free binary. Set CLOAKBROWSER_LICENSE_KEY in the MCP server's environment to use a CloakBrowser Pro license; CLOAKBROWSER_RELEASE_CHANNEL (stable or preview) and CLOAKBROWSER_VERSION are read by the CloakBrowser library too. See cloakbrowser.dev for what each tier includes. cloak_binary_info reports the active tier.

npm install -g @devinwangd/cloak-browser-mcp

Or run on demand without installing:

npx @devinwangd/cloak-browser-mcp --caps all

After install, the binary on PATH is cloak-browser-mcp (unscoped) — that's what you reference in MCP client configs below.

2. Wire into your MCP client
Claude Code (~/.claude.json or project .mcp.json)
{
  "mcpServers": {
    "cloak-browser": {
      "command": "cloak-browser-mcp",
      "args": ["--caps", "all"]
    }
  }
}
Cursor / VS Code (.cursor/mcp.json or .vscode/mcp.json)
{
  "servers": {
    "cloak-browser": {
      "command": "cloak-browser-mcp",
      "args": ["--caps", "all"]
    }
  }
}
Persistent profile + proxy + humanized inputs
{
  "mcpServers": {
    "cloak-browser": {
      "command": "cloak-browser-mcp",
      "args": [
        "--caps", "all",
        "--profile-dir", "/Users/me/.cloak-browser-mcp/profiles/work",
        "--proxy", "http://user:[email protected]:8080",
        "--timezone", "Europe/London",
        "--locale", "en-GB",
        "--geoip",
        "--humanize",
        "--viewport", "1920x1080",
        "--allowed-domains", "*.example.com,*.cloudflare.com"
      ]
    }
  }
}
3. Use it

In Claude Code:

"Open example.com, click the search box, search for 'hello', take a screenshot."

The agent will call browser_navigate → browser_snapshot → browser_click → browser_type → browser_take_screenshot.


Capabilities (--caps)

CapToolsUse when
(always)navigation, interaction, page stateStandard browsing
networkrequest inspection, route mocking, offline simulationDebugging APIs, testing failure modes
storagecookies, localStorage, sessionStorage, storage state export/importAuth state persistence, session replay
visionpixel-coordinate mouseBypassing accessibility tree for canvas / SVG apps
pdfbrowser_pdf_saveSnapshotting pages as PDF
testingverify_* + generate_locatorCodegen for Playwright tests
devtoolshighlight, tracing, video, resumeDebugging agent decisions
configget_config, close, run_code_unsafeIntrospection + (with --enable-unsafe-eval) arbitrary JS
humanizecloak_humanize_setTuning humanized input parameters

--caps all enables everything (except run_code_unsafe, which additionally requires --enable-unsafe-eval).


CloakBrowser-exclusive tools (always on)

ToolPurpose
cloak_set_fingerprintOverride canvas seed, GPU vendor/renderer, screen size, hardware concurrency, device memory, UA brand, platform, storage quota
cloak_set_timezoneLive timezone via CDP (no relaunch)
cloak_set_localeOverride navigator.language and Accept-Language
cloak_set_geolocationSet coords, or auto-resolve from proxy exit IP
cloak_set_proxySwitch proxy mid-session
cloak_detection_testLoad a known probe (CreepJS, FingerprintJS, BrowserScan, SannySoft, Cloudflare Turnstile) and dump results
cloak_stealth_auditProgrammatic check: navigator.webdriver, plugin count, WebGL vendor, languages, UA, chrome.runtime, canvas hash, $cdc_* CDP signals
cloak_request_signal_inspectCapture per-request TLS / header signals for a single URL
cloak_persistent_profile_create / list / deleteManage ~/.cloak-browser-mcp/profiles/
cloak_binary_info / cloak_binary_updateInspect / refresh the CloakBrowser Chromium binary

CLI flags

FlagValueDefaultNotes
--caps <csv>all or any subset(none)Enables capability-gated tools
--profile-dir <path>Absolute path(ephemeral)Persistent user-data dir
--headless / --headed(boolean)headed (visible)Pass --headless for batch/CI runs.
--proxy <url>http(s)/socks5 with inline authnone
--timezone <tz>IANA tzsysteme.g. America/New_York
--locale <bcp47>BCP-47systeme.g. en-US
--user-agent <ua>string(cloak default)
--viewport <WxH>e.g. 1920x10801280×720
--geoipbooleanoffAuto resolve geolocation from proxy IP
--humanizebooleanoffEnable Bézier mouse + typo-correcting keyboard
--fingerprint-seed <int>intrandomDeterministic canvas/WebGL noise
--allowed-domains <csv>host patterns(open)Whitelist for browser_navigate
--blocked-domains <csv>host patterns(none)Blocklist for browser_navigate
--enable-unsafe-evalbooleanoffRequired for browser_run_code_unsafe
--upload-allow-dir <path>path(none)Restrict file-upload source paths
--download-dir <path>path(cwd)Where downloaded files land
--max-pages <n>int20Concurrent tab cap
--self-testbooleanoffPrint the tool list and exit

Tool inventory

Tools are grouped by capability. The "always-on" sections are exposed regardless of --caps; capability-gated sections require the matching --caps entry.

Always-on
Navigation
ToolRequiredOptionalNotes
browser_navigateurlwaitUntil, timeoutMsSubject to --allowed-domains / --blocked-domains. Returns a fresh [eN] snapshot.
browser_navigate_back——History back in the active tab.
browser_tabsaction (list/new/switch/close)index, id, urlManage tabs by id (t1,…) or 0-based index.
Interaction
ToolRequiredOptionalNotes
browser_clicktargetelement, doubleClick, button, modifierstarget is a eN ref or a Playwright selector.
browser_typetarget, textelement, submit, slowlyslowly:true triggers per-character typing; combine with --humanize.
browser_hovertargetelement
browser_dragstartTarget, endTargetstartElement, endElement
browser_droptargetpaths, dataFile paths via setInputFiles; arbitrary MIME data via synthetic DataTransfer.
browser_select_optiontarget, valueselement
browser_press_keykey—Page-level key press (e.g. Control+A, ArrowDown).
browser_handle_dialogacceptpromptTextResponds to the most recently captured dialog.
browser_file_uploadpaths—Paths constrained by --upload-allow-dir if set.
browser_fill_formfields—Each field has target + value (+ optional kind).
browser_scroll—target, direction, amountElement-scoped or page-level.
Page state
ToolRequiredOptionalNotes
browser_snapshot——Accessibility tree with [eN] refs for interactable nodes.
browser_findtext or regexfilenameSearches the snapshot instead of returning all of it. Each match is shown under its path from the root with a few lines of context, up to 20 matches. regex is case-sensitive unless written as /pattern/i.
browser_emulate_media—colorScheme, reducedMotion, forcedColors, contrast, mediaOmitted parameters are left unchanged; null clears an override back to the system setting.
browser_take_screenshot—element, target, type, fullPage, quality, saveAsImage is returned inline; optionally saved to disk.
browser_console_messages—level, limitBuffered console + pageerror.
browser_wait_for—timeMs, text, textGone, selector, state, timeoutMs
browser_resizewidth, height—
browser_evaluatefunctionelement, targetFunction source must be an arrow or function expression.
CloakBrowser-exclusive
ToolRequiredOptionalNotes
cloak_set_fingerprint—seed, gpuVendor, gpuRenderer, screenWidth, screenHeight, hardwareConcurrency, deviceMemoryGB, uaBrand, uaBrandVersion, platform, storageQuotaMBSome flags only take effect on next launch — call browser_close then any tool to relaunch.
cloak_set_timezonetimezone—Live via CDP.
cloak_set_localelocale—Sets navigator.language + Accept-Language header.
cloak_set_geolocation—latitude, longitude, accuracy, fromProxyIpfromProxyIp calls ipapi.co/json/ via current proxy.
cloak_set_proxyproxy—Recreates the context.
cloak_detection_test—suite, customUrlSuites: creepjs, fingerprintjs, browserscan, sannysoft, cloudflare-turnstile.
cloak_stealth_audit——Programmatic audit.
cloak_request_signal_inspecturl—Returns TLS details, response status, request headers, response headers.
cloak_persistent_profile_createname—Creates ~/.cloak-browser-mcp/profiles/<name>.
cloak_persistent_profile_list——
cloak_persistent_profile_deletename, confirm=true—
cloak_binary_info——
cloak_binary_update——
Capability-gated

--caps network — browser_network_requests, browser_network_request, browser_route, browser_route_list, browser_unroute, browser_network_state_set.

--caps storage — browser_cookie_set/get/list/delete/clear, browser_localstorage_*, browser_sessionstorage_*, browser_storage_state, browser_set_storage_state.

--caps vision — browser_mouse_click_xy, browser_mouse_move_xy, browser_mouse_drag_xy, browser_mouse_down, browser_mouse_up, browser_mouse_wheel.

--caps pdf — browser_pdf_save.

--caps testing — browser_verify_element_visible, browser_verify_text_visible, browser_verify_list_visible, browser_verify_value, browser_generate_locator.

--caps devtools — browser_highlight, browser_hide_highlight, browser_start_tracing, browser_stop_tracing, browser_start_video, browser_stop_video, browser_video_chapter, browser_resume, browser_video_show_actions, browser_video_hide_actions, browser_start_recording, browser_stop_recording.

--caps config — browser_get_config, browser_close, browser_run_code_unsafe (also needs --enable-unsafe-eval).

--caps humanize — cloak_humanize_set.

Not implemented

browser_annotate from Playwright MCP is not provided. It opens Playwright's dashboard window and waits for a person to draw on the page, and Playwright runs that as an internal process that this server does not launch.


Target syntax for interaction tools

The target argument accepts:

  • eN ref from a prior browser_snapshot — e.g. e7. Most reliable.
  • CSS selector — e.g. button.primary.
  • xpath=… — e.g. xpath=//button[contains(., "Submit")].
  • text=… — e.g. text=Sign in.
  • role=…[name="…"] — e.g. role=button[name="Submit"].

After any navigation or significant DOM mutation, call browser_snapshot again to refresh refs.


Example flows

1. Take a screenshot of a Cloudflare-protected page
You: Open https://example-cloudflare-protected.com, wait for the page to settle, take a full-page screenshot.

Agent calls:
  browser_navigate(url="https://...")
  browser_wait_for(textGone="Checking your browser")
  browser_take_screenshot(fullPage=true)

Vanilla @playwright/mcp fails the Turnstile check; cloak-browser-mcp passes it automatically because the stealth patches are below the JS layer.

2. Sign into a SaaS dashboard, persist auth, reopen later

Phase 1 — initial sign-in with a fresh profile:

// .mcp.json
{
  "mcpServers": {
    "cloak": {
      "command": "cloak-browser-mcp",
      "args": [
        "--caps", "all",
        "--profile-dir", "/Users/me/.cloak-browser-mcp/profiles/saas-prod",
        "--humanize"
      ]
    }
  }
}
You: Open https://saas.example.com, sign in as [email protected] / <password>, then confirm I'm on the dashboard.

Phase 2 — reopen later, all cookies still present:

You: Open https://saas.example.com — you should already be signed in from yesterday's session.
3. Probe how stealth is doing
You: Run a stealth audit and then load the SannySoft bot detection test.

Agent:
  cloak_stealth_audit()
  cloak_detection_test(suite="sannysoft")

You'll see all green if stealth is intact.

4. Switch geolocation/timezone mid-session via proxy
You: Switch to a UK proxy, align my timezone/locale/geo to match, then load a country-specific landing page.

Agent:
  cloak_set_proxy(proxy="http://uk-proxy.example.com:8080")
  cloak_set_timezone(timezone="Europe/London")
  cloak_set_locale(locale="en-GB")
  cloak_set_geolocation(fromProxyIp=true)
  browser_navigate(url="https://example.com/uk")
5. Mock an API response while testing a frontend
You: While loading example.com, return a fake 500 to /api/orders so I can verify the error state.

Agent:
  browser_route(pattern="**/api/orders", status=500, body='{"error":"simulated"}', contentType="application/json")
  browser_navigate(url="https://example.com")
  browser_take_screenshot()
  browser_unroute(pattern="**/api/orders")
6. Export storage state, replay in a fresh session
Agent:
  browser_storage_state(filename="/tmp/saas-state.json")
  # …later, in a new ephemeral session…
  browser_set_storage_state(filename="/tmp/saas-state.json")
  browser_navigate(url="https://saas.example.com")
7. Run a Playwright trace for human review
You: Trace this whole flow so I can replay it in Playwright Trace Viewer.

Agent:
  browser_start_tracing(filename="/tmp/trace.zip", screenshots=true, snapshots=true)
  # …agent runs the flow…
  browser_stop_tracing()

You: open /tmp/trace.zip in Playwright Trace Viewer (https://trace.playwright.dev)

Security model

Read this before deploying on any machine that has production credentials.

TL;DR
AssetTrust boundary
cloak-browser-mcp source (this repo)MIT, public, audit by reading.
cloakbrowser npm packageTrust the CloakHQ maintainers + npm registry.
CloakBrowser Chromium binaryDownloaded on first use from cloakbrowser.dev. SHA-256 verified by upstream wrapper. The binary is closed-source by license.
Your env vars / Keychain / shell historyThe MCP server inherits your process env. Do not run with prod credentials in scope unless you trust the supply chain.
Threats this package introduces
1. Supply-chain compromise

Three packages are pulled at install/run time: @modelcontextprotocol/sdk, playwright-core, and cloakbrowser + its downloaded Chromium binary. If CloakHQ's npm publish token or cloakbrowser.dev is compromised, an attacker could push a malicious binary that runs under your user account.

Mitigations:

  • Pin a known-good cloakbrowser version.
  • Set CLOAKBROWSER_BINARY_PATH to an audited binary.
  • Leave CLOAKBROWSER_SKIP_CHECKSUM at default (false).
  • Audit ~/.cloakbrowser/ and any --profile-dir you use.
2. Agent-driven browser navigation

By default browser_navigate accepts any URL. An LLM agent can be prompt-injected into navigating somewhere malicious.

Mitigations:

  • --allowed-domains <csv> (supports *.example.com).
  • --blocked-domains <csv> (checked first).
  • Use a dedicated ephemeral --profile-dir, not your real browser profile.
  • --max-pages <n> caps tab explosion.
3. Arbitrary JS execution
  • browser_evaluate — runs JS in the page sandbox. Cannot read your local filesystem. Always available.
  • browser_run_code_unsafe — runs JS in this Node.js server process. Can do anything Node can. Double-opt-in: needs --caps config AND --enable-unsafe-eval.

Mitigation: never combine --enable-unsafe-eval with a machine that has prod credentials in env vars.

4. File system reach

browser_file_upload and browser_drop can attach any file you have read access to. Use --upload-allow-dir <path> to restrict.

Write-side: browser_take_screenshot --saveAs, browser_pdf_save, browser_storage_state, browser_start_tracing write files at agent-chosen paths. If you don't want this, omit --caps pdf / storage / devtools.

5. Persistent profile leakage

A --profile-dir accumulates cookies/localStorage/IndexedDB. If synced to cloud storage, every site you've signed into via the agent becomes accessible to anyone with that sync token. Default path ~/.cloak-browser-mcp/profiles/<name> lives outside common cloud-sync roots.

6. Prompt-injection-driven exfil

A malicious page can prompt-inject the agent into navigating elsewhere with stolen state, or POST DOM secrets out. This is an LLM problem, not an MCP problem.

  • Use a separate session per task — browser_close between unrelated jobs.
  • Prefer ephemeral over persistent profiles for sensitive flows.
  • Review agent tool calls when the task touches anything authenticated.
7. Network egress
CallDestinationWhen
CloakBrowser binary downloadcloakbrowser.dev (override via CLOAKBROWSER_DOWNLOAD_URL)First use after install
Browser trafficWhatever the agent navigates toAlways
cloak_set_geolocation --fromProxyIpipapi.co/json/Only when explicitly invoked

The wrapper does not phone home and does not collect telemetry.

Recommended deployment profiles

"Tight" (sensitive machine — has prod credentials):

--caps network,storage,pdf
--profile-dir /Users/me/.cloak-browser-mcp/profiles/scoped
--allowed-domains *.target.com
--upload-allow-dir /tmp/cloak-uploads
--max-pages 5

No --enable-unsafe-eval. No vision cap (xy clicks bypass allow-listing).

"Open" (research / personal browsing):

--caps all
--humanize
--max-pages 20

"Untrusted" (you don't fully trust the upstream binary yet) — run inside a Docker container or a fresh macOS user account with no Keychain access and no .env files mounted.

Reporting vulnerabilities

If you find a security issue in cloak-browser-mcp (not in the upstream cloakbrowser package or its binary): open a private security advisory at https://github.com/devinwang/cloak-browser-mcp/security/advisories/new.

For issues in upstream CloakBrowser: https://github.com/CloakHQ/CloakBrowser/security/advisories/new.


Changelog

[0.2.0] - 2026-10-21
  • Upgraded cloakbrowser from 0.3.x to 0.6.3. The new releases add Pro licensing, release channels, and signed download verification. Nothing the server used was removed. No new MCP tools; the tool count stays at 80.
  • Fix: library log lines could corrupt the stdio stream. cloakbrowser reports some events (for example auto-encoding of special characters in proxy credentials) with console.info, which Node writes to stdout, where an MCP client expects only JSON-RPC. console.log, console.info and console.debug are now routed to stderr while the server runs.
  • Node requirement is now ^20.19.0 || >=22.12.0 (was declared as >=18). CloakBrowser 0.3.30 already required Node 20 or newer, and 0.6.x needs 20.19 or newer. CI no longer tests Node 18.
  • Six tools added for parity with Playwright MCP 0.0.83 (80 → 86):
    • browser_find — search the snapshot for text or a regex.
    • browser_emulate_media — color scheme, reduced motion, forced colors, contrast, media type. null clears an override.
    • browser_video_show_actions / browser_video_hide_actions (devtools) — annotate actions on the page while recording or screencasting.
    • browser_start_recording / browser_stop_recording (devtools) — record what the user does in the browser and return it as Playwright code.
  • browser_annotate is not provided: it launches Playwright's internal dashboard process and needs someone to draw on the page.
  • playwright-core minimum raised to ^1.61.0, the first release with page.screencast.showActions(); the resolved version moves from 1.60.0 to 1.64.1.
  • Input schemas now advertise nullable parameters as { oneOf: [<type>, null] } (the converter used to drop the null), which browser_emulate_media needs.
  • Added mcpName to package.json and a server.json for the official MCP Registry, including the optional CLOAKBROWSER_LICENSE_KEY variable.
[0.1.4] - 2026-08-23
  • Fix: browser_evaluate without target always failed. The function was passed to Playwright as a string expression, so the function object came back instead of its result, which serialized to undefined and failed MCP result validation. It is now invoked, and a function that legitimately returns undefined reports the string "undefined".
[0.1.3] - 2026-08-23
  • Fix: a failed browser launch could not be retried. A rejected launch promise was cached and re-awaited forever, so one transient error forced a process restart. It is now cleared on failure.
  • Clearer errors. A stale CloakBrowser process holding the profile directory used to surface as "No active page". There is now a NO_BROWSER error (BrowserNotLaunchedError) that carries the underlying launch error and the command to find stale processes, and a TAB_NOT_FOUND error for an unknown tab id. NoActivePageError no longer tells the caller to run the call that is itself failing.
[0.1.2] - 2026-08-03
  • No behaviour change. Release-pipeline only: publishes via npm trusted publishing (OIDC) instead of an NPM_TOKEN secret. A long-lived token expires silently, and npm answers an unauthorized publish with 404 Not Found - PUT — which reads like a missing package rather than an auth failure. OIDC has nothing to expire.
  • Dropped registry-url from actions/setup-node: it writes an .npmrc containing _authToken=${NODE_AUTH_TOKEN} and, with no token supplied, exports NODE_AUTH_TOKEN as the literal placeholder XXXXX-XXXXX-XXXXX-XXXXX, so npm authenticates with a bogus token instead of falling through to OIDC.
  • The release job pins npm to the 11.x line before publishing — OIDC needs >= 11.5.1 and Node 22 still bundles 10.x. Provenance is automatic under trusted publishing, so the explicit --provenance flag is gone; attestation coverage is unchanged.
[0.1.1] - 2026-05-24
  • BREAKING (UX): default is now headed (visible browser) instead of headless. An interactive MCP server should let the user watch the agent work. Pass --headless explicitly for batch/CI usage. Smithery default flipped to match.
[0.1.0] - 2026-05-24
  • Initial release. ~62 MCP tools backed by CloakHQ/CloakBrowser, covering full Playwright-MCP parity plus a Cloak-exclusive stealth/profile/audit/binary-management layer.
  • CLI: --caps, --profile-dir, --headless/--headed, --proxy, --timezone, --locale, --user-agent, --viewport, --geoip, --humanize, --fingerprint-seed, --allowed-domains, --blocked-domains, --enable-unsafe-eval, --upload-allow-dir, --download-dir, --max-pages, --self-test.
  • Smithery YAML for one-click integration.
  • MIT-licensed wrapper; upstream CloakBrowser Chromium binary remains proprietary-free-redistribute-prohibited.

License


Acknowledgments

Comments

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New to MCP?

From what the protocol is to installing your first server, these answers cover most first questions.

An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.