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knowledge-management

Query internal company data via the NLWeb MCP server using natural language.

Updated Aug 23, 2026
Search Tags:#knowledge management#natural language query#mcp server#internal data#company information
One-click install
npx skills add https://github.com/contextware/skills --skill knowledge-management-contextware
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-management
Source: https://github.com/contextware/skills/tree/main/skills/knowledge-management
Command: npx skills add https://github.com/contextware/skills --skill knowledge-management-contextware

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill allows users to easily find information within internal company data using natural language, eliminating the need for manual searches or direct database queries.

Core Features & Use Cases

  • Natural Language Querying: Ask questions about employees, projects, and other company knowledge in plain English.
  • Internal Data Access: Leverages the NLWeb MCP server to access proprietary company information.
  • Use Case: A new employee can ask "Who is the head of the marketing department?" and get an immediate answer.

Quick Start

Use the knowledge-management skill to ask "What is the company's mission statement?".

Frequently Asked Questions about knowledge-management

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I query internal company data using natural language?▼

You can query internal company data using natural language by leveraging the NLWeb MCP server. This allows you to retrieve information about employees, projects, and general company knowledge in plain English.

What do I need to access proprietary company information via an MCP server?▼

To access proprietary company information via the NLWeb MCP server, you need the nlweb-mcp_ask tool and OAuth authentication for secure data retrieval.

Can I use natural language querying to find employee and project details?▼

Yes, natural language querying supports retrieving specific details regarding employees and projects. You can ask questions in plain English to get immediate answers from your internal data.

Does querying internal data require direct database access or SQL knowledge?▼

No, querying internal data does not require direct database access or SQL knowledge. The skill eliminates manual searches by letting you ask questions in plain English through the NLWeb MCP server.

What is the best way to search for general company knowledge without manual database queries?▼

The best way to search for general company knowledge is by using natural language queries. This method bypasses manual database queries, allowing you to simply ask questions about company information.

Why does natural language querying require OAuth authentication for internal data?▼

Natural language querying requires OAuth authentication to ensure secure access to proprietary company data. This protects sensitive internal information accessed through the NLWeb MCP server.

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