Developer Tools

Docfork is a Model Context Protocol (MCP) server designed to feed up-to-date, AI-optimized documentation from over 10,000 libraries directly into AI agents and code editors. It eliminates AI hallucinations caused by stale training data by providing a real-time retrieval layer for technical documentation.

GitHub is the industry-standard code hosting and version control platform designed for developers and teams of all sizes. It differentiates itself through a massive social coding ecosystem and a deeply integrated suite of tools including GitHub Actions for CI/CD and Copilot for AI-assisted development.

Open-WebSearch is a Model Context Protocol (MCP) server that provides AI agents with free web search capabilities across multiple engines like Bing, Google, and DuckDuckGo without requiring individual API keys. It is specifically designed for developers and AI engineers who need a cost-effective way to ground LLMs in real-time data, featuring unique support for developer-centric platforms like GitHub, CSDN, and Juejin.

NPM Sentinel is an AI-native Model Context Protocol (MCP) server that provides real-time security, dependency, and performance intelligence for NPM packages. It is specifically designed for developers using AI agents like Claude to automate the vetting and auditing of software libraries directly within their coding workflows.

This MCP server enables AI assistants to interact directly with Obsidian vaults stored on GitHub, allowing for seamless natural language querying of personal notes. It is designed for power users who want to use their private knowledge base as context for LLMs without manual data entry. Its key differentiator is the use of the GitHub API, providing a bridge to remote vaults that local-only file connectors cannot reach.

A specialized Model Context Protocol (MCP) server that bridges the Contabo Cloud API with AI agents like Claude. It allows developers to manage VPS infrastructure and object storage through natural language commands without writing custom integration code.

SpotDB is a secure, ephemeral SQL sandbox powered by DuckDB that allows AI agents to query and analyze CSV or Parquet files through the Model Context Protocol (MCP) or a REST API. It is designed for developers who need to give LLMs data analysis capabilities without the risk of exposing production databases or managing complex infrastructure. Its key differentiator is its native MCP integration, enabling instant 'plug-and-play' SQL tools for assistants like Claude.

Klavis AI (specifically its Strata platform) is a specialized infrastructure layer that allows AI agents to interact with thousands of tools using the Model Context Protocol (MCP). It is designed for developers who need their agents to navigate complex SaaS ecosystems reliably without overwhelming the LLM's context window. Its key differentiator is 'progressive tool discovery,' which guides agents through APIs step-by-step rather than dumping all documentation into the prompt at once.