World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.
Resemble AI: deepfake, AI-text, and site agent detection, Detect Agents, intelligence, watermarks.
Pick the AI app you use, then copy the settings.
Passed 5/5 checks · What you ask goes through the maker’s server (mcp.resemble.ai)
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 2 min
No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
CustomizeConnectors
Copy each value into the field with the same name in Claude, then click Continue
Resemble AIhttps://mcp.resemble.ai/mcpLeave Authentication as Claude detected it, then click Add
+ConnectorsResemble AI
Use Resemble AI and tell me what you can do for me, then show me one thing✓ If Claude says it is using Resemble AI or shows a Resemble AI tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with ChatGPT on business plans only
ChatGPT Business, Enterprise or Edu on the web, added by a workspace admin or owner · On Free, Plus or Pro: your ChatGPT plan cannot connect MCP yet
Plugins+Add custom MCP server
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Resemble AIhttps://mcp.resemble.ai/mcpStart a new chat and pick Resemble AI from your plugins before typing
Use Resemble AI and tell me what you can do for me, then show me one thing✓ If ChatGPT says it is using Resemble AI or shows a Resemble AI tool in the answer, you are connected
Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Claude Code · about 2 min
No key, nothing to install
Mac: press Command+Space and type Terminal · Windows: open PowerShell
claude mcp add --transport http --scope user resemble https://mcp.resemble.ai/mcpYou should see Resemble AI listed as connected
Use Resemble AI and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Resemble AI or shows a Resemble AI tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 2 min
No key, nothing to install
Use Resemble AI and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Resemble AI or shows a Resemble AI tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 2 min
No key, nothing to install
Use Resemble AI and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Resemble AI or shows a Resemble AI tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
https://mcp.resemble.ai/mcpJSON settings are under “For developers” below
Claude Code
claude mcp add --transport http --scope user resemble https://mcp.resemble.ai/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"resemble": {
"url": "https://mcp.resemble.ai/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"resemble": {
"type": "http",
"url": "https://mcp.resemble.ai/mcp"
}
}
}These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Tool names and descriptions exactly as the server reported them on Nov 12, 2026. The maker wrote them, not us; we show them as plain text.
detect_deepfakeDetect whether media (audio, image, or video) at a public HTTPS URL is a deepfake / AI-generated. Polls to completion and returns the verdict label, confidence score, and full result. Optional flags add media intelligence, audio source tracing, visualization, reverse image search
get_detectionFetch a detection by UUID, polling until it completes (bounded). Use after detect_deepfake when a long job exceeded its wait budget.
detect_ai_textDetect whether TEXT (an essay, email, post, review, comment, article) was written by an AI language model. Needs at least 25 words: shorter text comes back as prediction 'uncertain' with no model call - concatenate several messages from the same author to reach the minimum. Retur
get_text_detectionFetch a text detection by UUID, polling until it completes (bounded). Use after detect_ai_text returned status 'processing' - typically a cold start.
analyze_mediaAnalyze media for structured intelligence: transcription, translation, language, speaker info, emotion, scene description, abnormalities, and misinformation analysis. media_type: auto | audio | video | image.
ask_about_detectionAsk a natural-language question about a COMPLETED detection (e.g. 'how confident is the model that this is fake?'). Returns the grounded answer.
detect_watermarkCheck whether media at a public HTTPS URL carries a Resemble invisible watermark (audio-first; per-channel verdict for audio).
apply_watermarkEmbed an invisible Resemble provenance watermark into media (audio-first) and return the watermarked media URL. strength 0.0-1.0 (image/video only).
trace_audio_sourceGet the audio source-tracing report for a detection (which AI platform generated the fake audio). Only available when detection ran with audio_source_tracing and labeled the audio fake.
list_detect_agentsList the managed Detect Agents — investigators that wrap detection in a multi-step workflow ending in a written assessment. Returns each agent's preset_id plus this team's run allowance (free_runs_remaining, entitled), which is worth checking before starting a run.
run_detect_agent_investigationRun a managed Detect Agent investigation against media at a public HTTPS URL and return its verdict. preset_id is one of: investigate_social_content, review_insurance_claim, verify_breaking_news, verify_document, verify_evidence, verify_id (confirm with list_detect_agents). query
get_detect_agent_runFetch a persisted Detect Agent investigation by run_id, including its full event transcript. Use after run_detect_agent_investigation reported timed_out, or to re-read an earlier investigation.
agent_detection_list_sitesList this team's Agent Detection integrations. Agent Detection tells a website whether each visitor is a person or an AI agent (for example a personal assistant browsing on someone's behalf). Each integration is one website, with the domains its publishable key works on and the o
agent_detection_create_siteCreate an Agent Detection integration for a website and return its publishable key (pk_live_...) and the script snippet to install. domain is the site's domain, e.g. example.com. If the team already has an integration for that domain, the existing one is returned instead of a dup
agent_detection_update_siteReplace the list of domains an Agent Detection integration's publishable key is valid on (for example to add a staging or www host), and optionally rename it. domains replaces the whole list, so include every domain to keep; at least one is required.
agent_detection_get_analyticsSummarise who is visiting a website: people vs AI agents. Returns totals (visits, decided, agents, people, agent_share, gated), counts per visitor class (human, computer_use_agent, browser_automation, scripted_client), and breakdowns by page, day, and network. Use this to show ho
agent_detection_list_sessionsList individual website visits, newest first, each with its verdict (settled: human, agent, or null while still open), visitor_class, p_person, the page, referrer, user agent, and duration. Same filters as agent_detection_get_analytics plus a free-text search. per_page max 100.
agent_detection_get_sessionGet one website visit and the evidence behind its verdict: the feature vector it was decided from, plain-language observations, and each model read. When the visit was recorded, the raw event stream is available; it is omitted unless include_events is true, and then capped at the
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 13, 2026
The registry name was verified with the GitHub account resemble-ai, which owns the repo
Code last changed 16 days ago
Uses MIT
No sign-in needed
Read 18 tool descriptions and found no hidden instructions to the AI
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 5 of 5 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 16 days ago, and the latest version (1.4.0) reached the registry 16 days 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 Business and above.
In the same category: World Monitor, Claude Flow, Windmill
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
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.
Official MCP server exposing Resemble AI documentation as resources and tools. Connect to Cursor, Claude Code, or any MCP-compatible client to enable your coding assistant to access Resemble AI docs during development.
This is the official Resemble AI MCP server. It implements the Model Context Protocol (stdio transport) to serve documentation from docs/pages/ as queryable resources. The server aggregates docs by topic and provides full-text search across all MDX files.
What it provides:
Once connected, your coding assistant can query Resemble AI documentation programmatically. You can vibe code complete applications—your assistant has instant access to guides, tutorials, and exact API schemas for accurate code generation.
git clone https://github.com/resemble-ai/resemble-mcp.git
cd resemble-mcp
python3 -m venv venv source venv/bin/activate # Windows: venv\Scripts\activate
pip install -r requirements.txt
Cursor: Add to ~/.cursor/mcp.json:
{
"mcpServers": { "resemble-ai-docs": { "command": "/path/to/resemble-mcp/venv/bin/python", "args": ["/path/to/resemble-mcp/server.py"] } } }
Claude Code / Claude Desktop: Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or equivalent location for your OS:
{
"mcpServers": { "resemble-ai-docs": { "command": "/path/to/resemble-mcp/venv/bin/python", "args": ["/path/to/resemble-mcp/server.py"] } } }
Note: Use absolute paths. Replace
/path/to/resemble-mcpwith your actual path.
Restart your MCP client to load the server. Tools will be available after restart.
resemble_docs_lookupReturns aggregated documentation for a topic. Accepts topic ID and returns all related pages concatenated.
Parameters:
topic (string, required): One of: voice-cloning, text-to-speech, speech-to-speech, speech-to-text, getting-started, voice-design, streaming, detect, agents, sdks, projects-clips, audio-tools, ssmlReturns: Markdown content with all pages for the topic.
resemble_searchFull-text search across all documentation pages. Returns matching pages with snippets.
Parameters:
query (string, required): Search querylimit (integer, optional): Max results (default: 5)Returns: List of matching pages with titles, paths, and content snippets.
resemble_get_pageRetrieves a specific documentation page by path.
Parameters:
path (string, required): Page path relative to docs/pages/ (e.g., getting-started/quickstart)Returns: Full page content in Markdown.
resemble_list_topicsLists all available topic IDs with descriptions.
Returns: Markdown list of topics.
resemble_api_endpointGet detailed OpenAPI specification for a specific API endpoint. Returns exact request/response schemas, parameters, and types.
Parameters:
method (string, required): HTTP method (GET, POST, PUT, PATCH, DELETE)path (string, required): API endpoint path (e.g., /synthesize, /voices)Returns: Endpoint specification with schemas, parameters, and response formats.
resemble_api_searchSearch the OpenAPI spec for endpoints matching a query.
Parameters:
query (string, required): Search query (e.g., voice, streaming, agent)Returns: List of matching endpoints with methods, paths, and summaries.
Once configured, your coding assistant (Cursor, Claude Code, etc.) can call these tools directly. Example use cases:
Building a voice cloning app:
{
"name": "resemble_docs_lookup", "arguments": { "topic": "voice-cloning" } }
Searching for streaming implementation:
{
"name": "resemble_search", "arguments": { "query": "websocket streaming", "limit": 5 } }
Getting exact API schema for implementation:
{
"name": "resemble_api_endpoint", "arguments": { "method": "POST", "path": "/synthesize" } }
Finding all voice-related API endpoints:
{
"name": "resemble_api_search", "arguments": { "query": "voice" } }
Your assistant uses these tools automatically when you ask it to build features. For example, "build me a TTS streaming service" triggers resemble_docs_lookup for the text-to-speech topic, and may use resemble_api_endpoint to get exact request schemas for accurate implementation.
resemble-mcp/
├── server.py # MCP server implementation ├── docs/ │ └── pages/ # MDX documentation files │ ├── getting-started/ # Auth, quickstart, basics │ ├── voice-generation/ # TTS, STT, S2S │ ├── voice-creation/ # Voice cloning, recordings │ ├── agents/ # AI agents │ ├── detect/ # Deepfake detection │ └── guides/ # Step-by-step tutorials └── openapi/ └── openapi.yml # OpenAPI 3.0 specification
Works with any client implementing the Model Context Protocol:
The server uses stdio transport (reads from stdin, writes to stdout) as per MCP specification.
# Run server directly (for testing/debugging)
python server.py
Architecture:
server.pydocs/pages/ (MDX files)openapi/openapi.yml (OpenAPI 3.0)TOPICS dictServer not loading:
mcp package is installed: pip show mcpTools not appearing:
python server.pySearch returns no results:
resemble_docs_lookup with topic ID for guaranteed resultsresemble_list_topicsMIT License - see LICENSE for details.