Open-source context retrieval layer for AI agents

Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Studio python SDK for intelligent web data gathering.

NBoost is a scalable, search-api-boosting platform for deploying transformer models to improve the relevance of search results on different platforms (i.e. Elasticsearch)

Self-hosted search + markdown harvester for AI agents. SearXNG (100+ engines) + FastAPI + trafilatura. Tavily-compatible /search plus /extract with size presets and pagination. One-command Docker Compose.

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

Self-hosted search API + MCP server for AI agents. Bundles SearXNG. Zero API keys, one-command deploy. Open-source alternative to Tavily, Exa, and Serper.

Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google search via SerpBase and Serper, multi-engine search aggregation, structured JSON output, provider fallback, deduplication, and SearXNG alternative architecture for agent workflows.

Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with query-dependant TTL that no API offers.

Brave API is totally free. No login. No API key. No bullshit.

📚Learn how to design large-scale systems.✍️Prep for the system design interview😎. Includes Anki flashcards.✨

Get real-time DuckDuckGo search results as structured JSON — organic results, knowledge panels, sponsored links, and related queries in one call. No headless browsers, no HTML parsing. 5,000 free requests/month.

Ollama Function Calling with Search API

DjangoFlix App is a Django App that allows you to search for movies and TV shows from a millions of titles. It uses the ElasticSearch 7 as a search engine and Django-Haystack to integrate it with Django.

Search in the google and parse the results using python.

Private Meta-Search API - Aggregate Google, Bing, DuckDuckGo without accounts or tracking

Open-source web search API for AI agents. Tavily-compatible. Apache 2.0, self-hostable on Cloudflare Workers. 10× cheaper.

LangChain integration for Scavio Search API - real-time web search with knowledge graphs, multi-platform support

🕸️ Fully decentralized P2P search engine for LLMs — no API key, no billing, forever free. MCP-native web search via Kademlia DHT + libp2p + FTS5. Production stable ✅ → pip install infomesh

Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, content extraction — one API.

Python SDK for the Scavio Search API - real-time Google, Amazon, Walmart, YouTube, Reddit, TikTok & Instagram data for AI agents and apps