CoreWise
Extract structured insights from videos, podcasts, articles, and PDFs with multi-model AI
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"corewise": {
"url": "https://corewise.video/mcp"
}
}
}Remote endpoints
https://corewise.video/mcpstreamable-httpWhat it can do
Tool inventory
Tools (4)
🟢extract_url(url, models)
Start an AI extraction of a YouTube video, podcast, article, or PDF URL on CoreWise. Returns an extraction_id immediately after initialization. Initialization normally takes a few seconds but can take up to 2 minutes for videos without captions or for PDFs. The extraction itself then runs for 1-7 minutes: poll with get_extraction every 20-30 seconds until status is 'completed'. Results include a cross-validated synthesis plus per-model summaries. Requires an API key (create one at corewise.video, Profile page, 'API & MCP Keys'). Each call consumes one extraction from the key owner's monthly quota.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string",
"description": "The video, podcast, article, or PDF URL to extract insights from."
},
"models": {
"type": "array",
"items": {
"type": "string",
"enum": [
"claude",
"openai",
"gemini",
"mercury",
"grok",
"mistral"
]
},
"description": "Which AI models to run (1-6). Default: ['openai', 'gemini']. More models cost more time."
}
},
"required": [
"url"
]
}🟢get_extraction(extraction_id)
Get the status and results of a CoreWise extraction by id. While status is 'processing', poll every 20-30 seconds. When status is 'completed' the response contains the structured synthesis (JSON object: summary, takeaways, highlights, notable quotes) and per-model markdown summaries. Works on your own extractions (API key required) and on public community extractions.
Input Schema
{
"type": "object",
"properties": {
"extraction_id": {
"type": "string",
"description": "The extraction id returned by extract_url."
}
},
"required": [
"extraction_id"
]
}🟢get_transcript(extraction_id, offset, max_chars)
Get the raw source transcript (or article/PDF text) of a CoreWise extraction by id. Available as soon as the extraction has been initialized — no need to wait for 'completed'. Transcripts can be very long, so results are paged: pass 'offset' and 'max_chars' to fetch further chunks when 'truncated' is true. Works on your own extractions (API key required) and on public community extractions.
Input Schema
{
"type": "object",
"properties": {
"extraction_id": {
"type": "string",
"description": "The extraction id returned by extract_url or found via search."
},
"offset": {
"type": "number",
"description": "Character offset to start from (default 0). Use with max_chars to page."
},
"max_chars": {
"type": "number",
"description": "Max characters to return (default 100000, max 200000)."
}
},
"required": [
"extraction_id"
]
}🟢search_public_extractions(query, limit)
Search CoreWise's public community library of extractions (videos, podcasts, articles, and PDFs already analyzed by other users). Returns titles, snippets, and share URLs. Useful to check whether a video has already been extracted before starting a new extraction. No API key required.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Search terms matched against titles and content."
},
"limit": {
"type": "number",
"description": "Max results (default 10, max 25)."
}
},
"required": [
"query"
]
}Community
Evidence