What is 'grounded search' in SourceHarbor?

Grounded search provides evidence-backed retrieval over source digests, knowledge cards, and transcripts, allowing users to trace information directly back to its original source for verifiable insights.

What features are available for operators and system builders?

Operators can use the web command center with subscriptions, watchlists, trends, and briefings. Builders have access to an HTTP API, public CLI, TypeScript SDK, and MCP surface for system integration and automation.

What is SourceHarbor?

SourceHarbor is an AI knowledge control tower that transforms long-form online sources like YouTube, Bilibili, and RSS feeds into grounded search results, knowledge cards, and operations ready for AI agent workflows.

What types of online sources can SourceHarbor process?

SourceHarbor provides strong intake support for YouTube channels and Bilibili creators, along with generalized processing for RSSHub routes and generic RSS/Atom feeds.

How does SourceHarbor support AI agent workflows like Codex or Claude Code?

It features a Multi-Capability Protocol (MCP) server surface designed for seamless integration with AI agents, alongside a public CLI and TypeScript SDK for programmatic access and automation.

SourceHarbor

Name: SourceHarbor
Author: xiaojiou176

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Transforms long-form online sources like YouTube, Bilibili, RSSHub, and RSS feeds into grounded search results, knowledge cards, and MCP-ready operations.

SourceHarbor

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Transforms long-form online sources like YouTube, Bilibili, RSSHub, and RSS feeds into grounded search results, knowledge cards, and MCP-ready operations.

SourceHarbor functions as an AI knowledge control tower and Multi-Capability Protocol (MCP) server, specializing in processing content from YouTube channels, Bilibili creators, RSSHub routes, and generic RSS feeds. It provides a robust platform for converting raw, long-form sources into actionable knowledge artifacts such as searchable digests, knowledge cards, and traceable job runs. Designed for operators, system builders, and AI agents, SourceHarbor emphasizes a source-first and proof-first approach, enabling users to inspect and verify every step of the knowledge pipeline to ensure grounded search and evidence-backed insights.

主な機能

010 GitHub stars

02Public CLI and TypeScript SDK for programmatic access, automation, and system integration.

03Operator-centric web command center featuring subscriptions, watchlists, trends, and briefings.

04AI knowledge control tower with strong YouTube, Bilibili, and RSS feed intake.

05Grounded search over digests, knowledge cards, and transcripts for evidence-backed retrieval.

06Multi-Capability Protocol (MCP) server surface for seamless AI agent workflows (Codex, Claude Code).

ユースケース

01Building and integrating AI agent workflows with platforms like Codex, Claude Code, or OpenClaw.

02Automating research pipelines by transforming diverse online sources into actionable, verifiable knowledge.

03Monitoring and tracking specific topics or creators across YouTube, Bilibili, and RSS feeds for informed decision-making.