API or serverResearch and knowledge

nothumansearch

Search and score websites by how usable they are for AI agents

Stars: 8
Forks: 1
Updated: Updated Jul 10, 2026

API or serverResearch and knowledge

nothumansearch

Search and score websites by how usable they are for AI agents

Stars: 8
Forks: 1
Updated: Updated Jul 10, 2026

API or serverResearch and knowledgeREST

R2R

@SciPhi-AIPython

Build multimodal search, RAG, and deep research over your own knowledge base.

Project overview

R2R ingests documents, images, audio, and other content into a self-hosted knowledge base, then exposes hybrid search, cited RAG, knowledge graphs, and a multi-step research agent through a REST API. Python and JavaScript clients handle document management and retrieval. It can run in a lightweight mode or a fuller Docker deployment, and normally requires an API key for the selected language model.

Stars: 7,926
Forks: 644
License: MIT

API or serverResearch and knowledge

skald

@skaldlabsTypeScript

Build configurable RAG search and chat inside your own infrastructure.

Project overview

Skald packages document ingestion, chunking, embeddings, vector storage, retrieval, and cited chat behind a configurable API. Teams can tune search, reranking, models, and query rewriting, then evaluate the resulting RAG setup through the same platform and access it from several language SDKs. It can run as a hosted service or through Docker in your own environment; a fully local deployment also requires self-hosted LLM inference and embeddings.

Stars: 563
Forks: 40
License: Not declared

PluginResearch and knowledgeClaude

last30days-skill

@mvanhornPython

Research the past month across social platforms, developer communities, and the web.

Project overview

Ask about a topic and last30days searches recent discussions across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the wider web, then synthesizes cited findings using signals such as votes, comments, or market odds. It can fall back to web-only research without keys, while richer sources require your own API credentials, browser sessions, or helper tools, and it runs in many Agent Skills hosts or as a Claude Desktop MCP bundle.

Stars: 52,131
Forks: 4,539
License: MIT

Web appResearch and knowledgeModel Context Protocol

onyx

@onyx-dot-appPython

Self-host team AI chat, knowledge retrieval, research, and custom agents across LLMs.

Project overview

Onyx is a self-hosted AI workspace for teams that want to use different LLMs through one interface and ground answers in organizational knowledge. It can index application data through more than 50 connectors or connect agents to external systems through MCP, with additional support for research workflows and code execution. Lite mode keeps a smaller chat-and-agents stack, while the standard deployment adds vector and keyword indexes plus background synchronization workers for a fuller knowledge workflow.

Stars: 30,879
Forks: 4,248
License: Not declared

nothumansearch

nothumansearch

Project overview

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Related projects

R2R

skald

last30days-skill

onyx