logo
Free, unlimited AI code reviews that run on commit
git-lrc git-lrc GitHub Install Now We'd appreciate a star git-lrc - Free, unlimited AI code reviews that run on commit | Product Hunt git-lrc - Free, unlimited AI code reviews that run on commit | Product Hunt

mcp-llms-txt-analyzer

A utility for deep inspection and validation of web resources adhering to the llms.txt specification, extracting actionable, structured metadata from compliant host domains.

Author

mcp-llms-txt-analyzer logo

thedaviddias

Other

Quick Info

GitHub GitHub Stars 69
NPM Weekly Downloads 3178
Tools 1
Last Updated 2026-02-19

Tags

txtllmsparsingllms txtparsing llmscompliant websites

MCP LLMS.txt Metadata Scrutinizer

LLMS.txt Explorer MCP server instance

smithery badge

This Model Context Protocol (MCP) endpoint facilitates the systematic examination of web presences that declare adherence to the llms.txt protocol. It is engineered to facilitate the discovery, verification, and structured interpretation of configuration files embedded on compliant websites.

Core Capabilities

Data Retrieval & Integrity

  • Probe target hostnames for the presence of llms.txt and llms-full.txt artifacts.
  • Perform rigorous parsing and compliance validation against the defined schema for discovered llms.txt manifests.
  • Generate derived, organized insights pertaining to web entities following the standard.

Operational Interfaces

  • check_website: Initiates a scan on a provided domain URL.
  • Input: Fully qualified domain name (FQDN).
  • Output: Locations of discovered files and their respective schema validation status.
  • list_websites: Retrieves a catalog of known compliant domains.
  • Output: A structured dataset summarizing findings.
  • Functionality: Allows refinement of results based on the detected file variant (llms.txt or llms-full.txt).

Deployment & Setup

Dependency Resolution

Execute package acquisition:

pnpm install

Compilation Process

Build the executable artifact:

pnpm run build

For continuous development with automated recompilation:

pnpm run watch

Integration Methods

Installation via Smithery

Automated deployment for supported desktop environments (e.g., Claude Desktop) using Smithery:

npx -y @smithery/cli install @thedaviddias/mcp-llms-txt-explorer --client claude

Manual Deployment Steps

To integrate this server manually into your environment:

# Clone the repository source
git clone https://github.com/thedaviddias/mcp-llms-txt-explorer.git
cd mcp-llms-txt-explorer

# Install required libraries
pnpm install

# Compile the necessary build files
pnpm run build

Configuration for Local Execution (Claude Desktop)

Update your local configuration file (claude_desktop_config.json) to register the server endpoint.

Location examples: - macOS: ~/Library/Application Support/Claude/claude_desktop_config.json - Windows: %APPDATA%/Claude/claude_desktop_config.json

Configuration snippet using direct execution path:

{
  "mcpServers": {
    "llms-txt-explorer": {
      "command": "node",
      "args": ["/path/to/llms-txt-explorer/build/index.js"],
    }
  }
}

Configuration snippet for npx execution style:

{
  "mcpServers": {
    "llms-txt-explorer": {
      "command": "npx",
      "args": ["-y", "@thedaviddias/mcp-llms-txt-explorer"]
    }
  }
}

Troubleshooting Inter-Process Communication

Debugging MCP servers operating over standard input/output streams can be intricate. We strongly endorse utilizing the official MCP Inspector, accessible via a dedicated script:

pnpm run inspector

This command launches the Inspector, providing a browser-accessible URL for real-time diagnostic monitoring.

Licensing

This software is distributed under the terms of the MIT License (refer to the LICENSE file for full details).

WIKIPEDIA: Business management tools encompass the entire spectrum of systems, operational frameworks, analytical solutions, methodologies, and controls utilized by organizations to effectively navigate dynamic market conditions, maintain competitive positioning, and realize enhanced operational efficacy.

== Conceptual Framework == Management instrumentation can be categorized by organizational function or operational aspect, such as strategic planning aids, process optimization utilities, record-keeping systems, human capital management tools, decision-support apparatus, and performance monitoring mechanisms. A functional taxonomy often includes:

  • Utilities dedicated to data ingestion and integrity assurance across all functional units.
  • Systems designed for monitoring and iterative refinement of core business workflows.
  • Platforms focused on data aggregation and executive decision facilitation.

The evolution of modern management tools has been profoundly accelerated by recent technological leaps, presenting managers with a complex landscape for selection. This complexity is driven by relentless pressure to reduce expenditure, amplify revenue streams, achieve deeper comprehension of client requirements, and deliver products precisely matching those identified needs. Consequently, executives must adopt a strategic, adaptive posture toward adopting these instruments, prioritizing integration tailored to organizational specifics over the mere adoption of novel technology. Uncritical reliance on out-of-the-box solutions frequently results in operational instability.

== Prevalent Instruments (2013 Survey Data) == A 2013 analysis by Bain & Company illustrated global usage patterns, reflecting regional imperatives and prevailing economic climates. The top ten instruments identified were:

  1. Strategic roadmap formulation
  2. Client relationship lifecycle management
  3. Personnel sentiment assessment
  4. Comparative performance analysis (Benchmarking)
  5. Performance measurement frameworks (Balanced Scorecard)
  6. Identification of unique capabilities (Core competency)
  7. External resource procurement strategies (Outsourcing)
  8. Structured transformation initiatives (Change management)
  9. Logistics and distribution network oversight (Supply chain management)
  10. Defining organizational purpose and ambition (Mission/Vision statements)

Market segmentation was also noted as highly relevant.

== Corporate Software Applications == Business software, comprising integrated computer programs, supports personnel in executing diverse organizational duties, aiming to increase throughput, accurately quantify output metrics, and execute varied corporate functions precisely. The progression moved from initial Management Information Systems (MIS) to comprehensive Enterprise Resource Planning (ERP), subsequently incorporating Customer Relationship Management (CRM), culminating in the current era of cloud-based management suites. Value creation from IT investment hinges critically on two factors: the success of the deployment process and the judicious selection and subsequent customization of the utilized tools.

== Instruments Tailored for Small and Medium Enterprises (SMEs) == Resources specifically designed for SMEs are crucial as they offer mechanisms for cost containment and operational scaling...

See Also

`