A metasearch library that aggregates results from diverse web search services

Tools for LLMs to anonymously search and browse the web

Keyless, uv-native web search + read for AI agents: ddgs multi-engine search with de-correlated rank fusion, Trafilatura extraction to paginated Markdown, plus keyless arxiv and github search. One fenced agent face (web_search/web_fetch/web_open) and a FastMCP server. Installs via npx skills add, a Claude plugin, or uvx.

Tools for LLMs to anonymously search and browse the web

Web Search API for retrieve data from internet.

Modern Golang YaCy node

A high-performance FastAPI service that scrapes real-time market data and leverages the Google Gemini AI to generate structured markdown reports on Indian trade opportunities. Features include custom guest authentication, in-memory rate limiting, and comprehensive automated testing.

[AI-ML-GC] Automated investment teaser generation from company data — editable PowerPoint decks with native charts, anonymization, and full source citations.

An autonomous AI-powered research agent that performs deep web research and generates comprehensive, cited reports—completely locally on your machine.

Mini deep research CLI tool with orchestrated agents

Python Streamlit app to analyze news about a given topic using LLMs.

A highly resilient, token-efficient, and feature-rich Command Line Interface (CLI) wrapper around the DuckDuckGo Search (ddgs) Python library. It features built-in proxy rotation, rate-limiting, custom token-saving ASCII rendering, webpage extraction, and direct content fetching.

Runtime guardrails for LangGraph agents that detect loops, repeated tool calls, and no-progress runs.