Open-source context retrieval layer for AI agents

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)

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

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

Ollama Function Calling with Search API

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.

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

S.A.B is an epical Slack bot which created to experience work and play. It can search places, search news, translate sentences, summerize arxiv papers,... or even chat, speak, listen with users.

A Python package offering an SQLite3 database with detailed specifications for around 3,500 DSLR and mirrorless cameras. Comes with a Camera class and a CamerasController for effortless search capabilities. Easily extendable through CSV data imports.

A Python-based Search tool for Youtube

🕸️ 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

Open Source Search & Extraction API for LLM Agents

Search and fuzzy-find API for the BunyipsLib wiki

Unified SERP API router for Python. 11 providers — Serper, SerpAPI, Google CSE, Bing, Brave, DataForSEO, SearchAPI, ValueSERP, ScrapingDog, Bright Data, SearchCans.

Free, self-hosted search API for AI agents. No API keys. No rate limits. 93 engines. One command to deploy. Drop-in replacement for paid search APIs.

SearchGooglePy is a simple (un-official) Google Search API under python.

Own search queries in one command. Free web & news search API & MCP server.

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