What happens if a search source is rate-limited?

The skill detects the rate limit, stops immediate retries to respect the API, informs you of the partial results, and continues searching other available sources.

How do I connect a new search source?

Simply add the new MCP server configuration to your .mcp.json file and authenticate. The skill will automatically detect and include it in future searches.

Which data sources can this skill manage?

It manages any source connected via the Model Context Protocol (MCP), including chat platforms, email services, cloud storage, project trackers, CRMs, and wikis.

How does the skill decide which source to search first?

It uses intelligent prioritization based on your query. For example, it prioritizes task trackers for status updates and cloud storage for document-related questions.

Enterprise Search Source Management

Name: Enterprise Search Source Management
Author: anthropics

byanthropics

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8,000

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Productivity & Workflow

Orchestrates and optimizes Model Context Protocol (MCP) data sources for unified enterprise-wide information retrieval.

The Source Management skill enables Claude to intelligently navigate fragmented enterprise data by managing various Model Context Protocol (MCP) connectors. It automatically detects available sources like Slack, Gmail, Google Drive, and Jira, providing guided instructions for users to connect missing tools. By implementing sophisticated query-type prioritization—such as favoring real-time chat for decisions or project trackers for status updates—it ensures high-relevance results. The skill also includes robust rate-limiting awareness and health monitoring to ensure stable, reliable access to internal knowledge bases without hitting API quotas.

Key Features

01Automatic detection of connected MCP tools and services

02Context-aware querying across chat, email, docs, and CRMs

03Intent-based source prioritization for higher search accuracy

04Guided setup for connecting new enterprise data streams

058,000 GitHub stars

06Graceful rate limit handling and source health monitoring

Use Cases

01Setting up a unified search environment for a new team member's workspace

02Locating project decisions buried across Slack threads and email conversations

03Maintaining search performance during high-volume document retrieval by managing API quotas

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add anthropics/knowledge-work-plugins source-management

For use in Claude.ai and ChatGPT

Download Skill