CoreWise

io.github.ryanportfolioPublished by GitHub account ryanportfoliov1.0.0Updated Oct 24, 2026

Extract structured insights from videos, podcasts, articles, and PDFs with multi-model AI

The publisher's own server: core.blue

VerifiedStreamable HTTPWeb executableKnowledge & MemoryMedia & Design

Overview

AI-generated overview

Lets an assistant extract structured insights from videos, podcasts, articles, and PDFs using multi-model AI.

What you can do
CoreWise is a remote MCP server that turns media and documents into structured insights. According to its description, it handles videos, podcasts, articles, and PDFs using multiple AI models. The manifest lists no individual tools, but the header notes mention a public library search and an extract_url operation. It is reached over streamable HTTP at a hosted endpoint.
When to use it
Worth adding when you want an assistant to pull structured takeaways out of long-form media or documents rather than raw text. Useful for research, summarization, and content review workflows that mix video, audio, and written sources.
Requirements
A remote streamable HTTP endpoint; no local package or runtime is declared. An API key is sent as an Authorization Bearer token, created from the provider's profile page. The manifest states that public library search works without a key, while extract_url requires one.
Before you install
The server asks for an Authorization header carrying an API key, so treat that key as a secret and avoid exposing it in shared logs or configs. Extraction sends your media or document content to a third-party hosted service. The manifest declares no authentication beyond the optional key, so check what data leaves your machine before use.

Installation

In SourceWeft

  1. Open CoreWise in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.ryanportfolio%2Fcorewise/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "corewise": {
      "type": "http",
      "url": "https://corewise.video/mcp"
    }
  }
}

Tools

4

extract_url

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.

Parametersurlrequiredmodels

get_extraction

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.

Parametersextraction_idrequired

get_transcript

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.

Parametersoffsetmax_charsextraction_idrequired

search_public_extractions

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.

Parameterslimitqueryrequired

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

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