$ Explore the latest AI assistants, APIs, and Agentic Frameworks that are transforming the developers world. Whether you're a pro coder or just starting out, our curated list has something for everyone.

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~/ai-directory$ ls
<desc>

Server-side tools for managing and deploying AI models and services.

</desc>

mcp-servers/ ls -la | more

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SearxNG Search

Enables web searches through a user-specified SearxNG instance, returning structured results with titles, URLs, and content snippets for private or customized search capabilities.
๐Ÿ”— VISIT
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Shared Knowledge RAG

Enables AI systems to access and retrieve information from multiple vector store backends including HNSWLib and Weaviate, providing a unified interface for knowledge retrieval to support RAG workflows without complex integration work.
๐Ÿ”— VISIT
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Shell Command Runner

Enables AI systems to execute shell commands and scripts securely with proper output handling for system automation, file manipulation, and command-line tool integration.
๐Ÿ”— VISIT
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Shodan

Integrates with Shodan's network intelligence capabilities to provide cybersecurity analysts with tools for host information lookup, vulnerability analysis, network scanning, and security alerts management for effective reconnaissance and threat hunting.
๐Ÿ”— VISIT
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SNCF Train Journey Planner

Connects to the French National Railway (SNCF) API for planning train journeys, retrieving station information, checking schedules, and monitoring service disruptions across France with intelligent station-finding and fallback mechanisms.
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