Ross ROSS = Recommend OSS · open-source software intelligence for agents

function: search-engine

2952 products, primary matches first, then adoption-weighted; health v2 shown.

ProductHealth v2StarsMaturity
Firecrawl
Firecrawl is an open-source web scraping and crawling API that turns websites into clean Markdown, structured JSON, screenshots, and other …
88172809active
Graphify-Labs/graphify
Graphify is an open-source (Apache 2.0) Python CLI and /graphify skill that turns a codebase—including docs, SQL schemas, configs, and PDFs…
77111080active
sherlock-project/sherlock
Sherlock is a Python CLI tool that hunts down social media accounts by username across 400+ social networks. It is widely used for OSINT re…
7090369active
mall
mall is a full-featured open-source e-commerce system built with Spring Boot and MyBatis, including a customer-facing storefront and an adm…
6084634active
koala73/worldmonitor
World Monitor is an open-source, real-time global intelligence dashboard that aggregates news, markets, military, maritime, aviation, infra…
7384360active
fzf
fzf is a general-purpose command-line fuzzy finder and interactive terminal toolkit distributed as a single Go binary. It lets users intera…
9982667stable
elastic/elasticsearch
Elasticsearch is a free and open source, distributed, RESTful search and analytics engine built on Apache Lucene. It stores structured, uns…
9577863stable
Panniantong/Agent-Reach
Agent Reach is a Python CLI and MCP tool that gives AI agents the ability to read and search across platforms like Twitter, Reddit, YouTube…
7875643active
apache/superset
Apache Superset is an open-source, enterprise-ready business intelligence web application for data exploration and visualization. It connec…
9874471stable
X Recommendation Algorithm
The open-source source code for X's (formerly Twitter) recommendation algorithm, a set of services and jobs that serve personalized feeds o…
4873868active
colbymchenry/codegraph
CodeGraph is a local-first tool that indexes any codebase into a queryable knowledge graph using Tree-sitter parsing, exposing it to AI cod…
8268252active
BurntSushi/ripgrep
ripgrep is a fast, line-oriented command-line search tool that recursively searches directories for regex patterns. It respects gitignore r…
8567619stable
NanmiCoder/MediaCrawler
MediaCrawler is a Python-based multi-platform social media crawler that scrapes notes, videos, posts, and comments from Xiaohongshu, Douyin…
7363826active
usememos/memos
Memos is an open-source, self-hosted note-taking application built for quick capture, with a timeline-first interface and Markdown-native n…
9462560active
mvanhorn/last30days-skill
An AI agent skill/plugin that researches any topic across Reddit, X, YouTube, Hacker News, Polymarket, TikTok, and the web in parallel, sco…
8259340active
meilisearch/meilisearch
Meilisearch is a fast, open-source search engine that provides typo-tolerant full-text search, semantic and hybrid AI-powered search, and v…
9459101stable
MemPalace/mempalace
MemPalace is a local-first AI memory system that stores conversation history and project files as verbatim text and retrieves them via sema…
8158666active
laurent22/joplin
Joplin is an open-source, privacy-focused note-taking and to-do application that stores notes in Markdown and supports notebooks, tags, and…
9956115stable
justjavac/wechat-miniapp-radar
An AI-driven tech radar for the WeChat Mini Program ecosystem that turns curated resource lists into filterable, comparable, risk-assessed …
7551188active
ClickHouse
ClickHouse is an open-source, column-oriented database management system designed for real-time analytical queries over large datasets. It …
9549470stable
metabase/metabase
Metabase is an open-source business intelligence and analytics platform for querying databases, building dashboards, and embedding analytic…
9548947stable
Discourse
Discourse is a 100% open-source community discussion platform (forum software) built with Ruby on Rails and Ember.js, featuring built-in re…
8647735stable
9001/copyparty
A portable, single-file Python file server that turns almost any device into a NAS-like file sharing server with accelerated resumable uplo…
9546408active
Milvus
Milvus is a high-performance, cloud-native vector database written in Go and C++ for scalable approximate nearest neighbor search over embe…
9445808stable
abhigyanpatwari/GitNexus
GitNexus is a client-side code intelligence tool that indexes a codebase into a knowledge graph of dependencies, call chains, and execution…
8245805active
sickn33/agentic-awesome-skills
AAS Core is a local, agent-first control plane that gives coding agents like Codex, Claude Code, and Gemini CLI read-only access to a catal…
7845481active
paperless-ngx/paperless-ngx
Paperless-ngx is a self-hosted document management system that converts scanned physical documents into a searchable online archive. It use…
9544624active
sharkdp/fd
fd is a fast, user-friendly command-line tool for finding files and directories in the filesystem, written in Rust. It serves as a simpler …
9544214stable
chubin/cheat.sh
A unified cheat sheet service providing instant access to community-driven cheat sheets for 56 programming languages, DBMSes, and 1000+ UNI…
5841690stable
facebookresearch/faiss
Faiss is a C++ library (with Python wrappers) for efficient similarity search and clustering of dense vectors, supporting indexes that scal…
9440809stable
DeusData/codebase-memory-mcp
A Model Context Protocol (MCP) server that indexes codebases into a persistent knowledge graph of functions, classes, call chains, and HTTP…
8140771active
remoteintech/remote-jobs
The source code for remoteintech.company, a community-maintained directory of 880+ remote-friendly tech companies built with Eleventy. Comp…
7640757active
DuckDB
DuckDB is an in-process analytical SQL database management system (OLAP) written in C++, designed to be fast, portable, and easy to embed. …
9740675stable
TiDB
TiDB is an open-source, cloud-native distributed SQL database written in Go, MySQL-compatible and designed for horizontal scalability, stro…
9940473stable
Outline
Outline is an open-source team knowledge base and wiki with a fast, realtime collaborative rich-text editor, markdown support, powerful sea…
9740342stable
photoprism/photoprism
PhotoPrism is an AI-powered, privacy-first web application for browsing, organizing, and sharing personal photo and video collections. It a…
9440114active
halo-dev/halo
Halo is a powerful and easy-to-use open-source website building tool (CMS) written in Java, supporting blogs, knowledge bases, corporate si…
9539617active
freeCodeCamp/devdocs
DevDocs is an API documentation browser that combines multiple developer documentations into a single clean web UI with instant search, off…
7739378active
HKUDS/LightRAG
LightRAG is a Python framework for retrieval-augmented generation that integrates graph structures into text indexing and retrieval, using …
8539204active
RSSNext/Folo
Folo is an open-source AI-powered RSS reader that aggregates and summarizes content feeds across desktop and mobile platforms. It integrate…
8638862active
spacedriveapp/spacedrive
Spacedrive is an open-source cross-platform file explorer powered by a virtual distributed filesystem written in Rust. It indexes files acr…
6538859active
lfnovo/open-notebook
Open Notebook is an open-source, privacy-focused alternative to Google's Notebook LM that lets users organize multi-modal sources (PDFs, vi…
8637711active
Trilium Notes
Trilium Notes is a free, open-source, cross-platform hierarchical note-taking application focused on building large personal knowledge base…
9937602active
ItzCrazyKns/Vane
Vane is a self-hosted, privacy-focused AI answering engine that combines web search (via SearxNG) with LLMs to deliver cited answers. It su…
7436489active
Crosstalk-Solutions/project-nomad
Project NOMAD is a self-hosted, offline-first knowledge and education server that packages Wikipedia, books, courses, offline maps, and opt…
8436327active
searxng/searxng
SearXNG is a free, open-source internet metasearch engine that aggregates results from many search services and databases (Google, Bing, Du…
7736135active
VectifyAI/PageIndex
PageIndex is a Python SDK and framework for vectorless, reasoning-based RAG that replaces vector similarity search with a hierarchical tree…
8735333active
Qdrant
Qdrant is an open-source, production-ready vector database and similarity search engine written in Rust, supporting dense, sparse, and mult…
9834210stable
TabbyML/tabby
Tabby is a self-hosted, open-source AI coding assistant that serves as an on-premises alternative to GitHub Copilot. It provides LLM-powere…
8233838active
surrealdb/surrealdb
SurrealDB is a multi-model database written in Rust that combines document, graph, vector, and relational data models in a single ACID engi…
9432944stable
cockroachdb/cockroach
CockroachDB is a cloud-native distributed SQL database built on a transactional, strongly-consistent key-value store, written in Go. It sca…
7732415stable
xai-org/x-algorithm
The open-source algorithm that powers X's For You feed, combining in-network and ML-retrieved out-of-network posts, filtering them, and ran…
6032322active
onyx-dot-app/onyx
Onyx is an open-source, self-hostable AI chat platform that connects LLMs to company documents, apps, and people via RAG, 50+ data connecto…
9231777active
atuinsh/atuin
Atuin is a Rust CLI tool that replaces shell history with a SQLite database, recording rich context like exit code, duration, cwd, and host…
9931427active
getzep/graphiti
Graphiti is an open-source Python framework for building and querying temporal knowledge graphs (Context Graphs) for AI agents. It incremen…
8430324active
tobi/qmd
QMD is a local, on-device CLI search engine that indexes markdown notes, docs, meeting transcripts, and knowledge bases. It combines BM25 f…
8229259active
chroma-core/chroma
Chroma is an open-source search and retrieval database for AI applications, supporting dense vector, sparse (BM25/SPLADE), full-text, regex…
8929152active
garrytan/gbrain
GBrain is a self-hosted 'brain layer' for AI agents that combines a knowledge graph, vector search, and a synthesis engine to return cited …
7729146active
requarks/wiki
Wiki.js is a modern, open-source wiki application built on Node.js with a Vue.js frontend. It supports multiple databases, Git-based storag…
8928803active
grafana/loki
Grafana Loki is a horizontally scalable, multi-tenant log aggregation system inspired by Prometheus that indexes only log stream labels rat…
9528790stable
getredash/redash
Redash is an open-source, browser-based business intelligence platform for querying, visualizing, and sharing data from 35+ SQL and NoSQL d…
7828767active
karakeep-app/karakeep
Karakeep (formerly Hoarder) is a self-hostable 'bookmark everything' app for saving links, notes, images, and PDFs with AI-based automatic …
9228617active
cloudreve/cloudreve
Cloudreve is a self-hosted file management and sharing system (personal cloud drive) written in Go. It supports multiple storage backends i…
9728610active
mongodb/mongo
MongoDB is a widely used open-source NoSQL document database written in C++, including the mongod server and mongos sharding router. It sto…
7728508stable
rohitg00/agentmemory
agentmemory is a local-first persistent memory runtime for AI coding agents like Claude Code, Cursor, Copilot CLI, and any MCP client. It a…
8127526active
squidfunk/mkdocs-material
Material for MkDocs is a powerful documentation framework and theme on top of MkDocs that turns Markdown files into a professional, searcha…
9627336stable
Wox-launcher/Wox
Wox is a fully native, open-source, cross-platform desktop launcher for macOS, Linux, and Windows with GPU rendering and low memory usage. …
9927252active
typesense/typesense
Typesense is an open-source, in-memory search engine written in C++ that provides fast, typo-tolerant full-text search with sub-50ms latenc…
8426481stable
MusicFree
MusicFree is a free, open-source, ad-free music player built with React Native (mobile) and React (desktop) that is fully plugin-driven. Th…
7326353active
qeeqbox/social-analyzer
Social Analyzer is an OSINT tool available as a Web App, CLI, and API that finds and analyzes a person's profile across 1000+ social media …
6023835active
readest/readest
Readest is an open-source, cross-platform ebook reader built with Next.js and Tauri v2, supporting EPUB, PDF, MOBI, AZW3, FB2, CBZ, and mor…
8423766active
timescale/timescaledb
TimescaleDB is an open-source PostgreSQL extension that turns Postgres into a high-performance time-series database for real-time analytics…
9923423active
navidrome/navidrome
Navidrome is a self-hosted, open-source web-based music collection server and streamer written in Go. It indexes your local music files and…
9723131active
Forem
Forem is open-source Ruby on Rails software for building online communities, best known for powering dev.to. It provides articles, discussi…
7722770active
pgvector
pgvector is an open-source PostgreSQL extension that adds vector data types and vector similarity search, supporting exact and approximate …
7622760active
PromtEngineer/localGPT
LocalGPT is a fully private, on-premise document intelligence platform that lets users chat with, summarize, and query their own documents …
7422205active
postgres/postgres
PostgreSQL is a mature, open source object-relational database management system supporting an extended subset of the SQL standard, includi…
7721906stable
dgraph-io/dgraph
Dgraph is a distributed, horizontally scalable graph database with native GraphQL support, written in Go. It provides ACID transactions, co…
9921780stable
docmost/docmost
Docmost is an open-source, self-hosted collaborative wiki and documentation platform built with TypeScript, positioned as an alternative to…
9221477active
valeriansaliou/sonic
Sonic is a fast, lightweight, schema-less search backend written in Rust that ingests search texts and identifier tuples, returning matchin…
9921321stable
elastic/kibana
Kibana is the open source web interface for querying, analyzing, visualizing, and managing data stored in Elasticsearch. It provides intera…
9521262active
krisk/Fuse
Fuse.js is a lightweight, zero-dependency fuzzy-search library written in TypeScript that runs in the browser, Node.js, and Deno. It uses t…
9620458stable
Wagtail
Wagtail is an open-source content management system built on the Django web framework, focused on editor experience and developer flexibili…
9920456stable
mksglu/context-mode
An open-source MCP plugin that optimizes AI coding agent context windows by intercepting large tool outputs, storing them in a local FTS5 i…
7420167active
dailydotdev/daily
daily.dev is a free, open-source personalized news feed and community platform for developers, aggregating content from 2,000+ sources and …
7720036active
telescope.nvim
Telescope.nvim is a highly extendable fuzzy finder plugin for Neovim, written entirely in Lua, that lets users find, filter, preview, and p…
8619733stable
linkwarden/linkwarden
Linkwarden is a self-hosted, open-source collaborative bookmark manager for collecting, reading, annotating, and preserving webpages. It ar…
9819606active
dzhng/deep-research
An AI-powered deep research agent that iteratively generates search queries, scrapes web content, and refines its research direction using …
5519603active
lionsoul2014/ip2region
ip2region is an offline IP-to-region localization library and IP data management framework supporting both IPv4 and IPv6 with city-level re…
9619468stable
BookStackApp/BookStack
BookStack is a free, open-source, self-hosted documentation and wiki platform built with PHP and Laravel. It organizes content into Books, …
9919001stable
subquery/subql
SubQuery is an open-source, multi-chain data indexing framework for web3 that lets developers extract, transform, and query blockchain data…
7618753active
janeczku/calibre-web
Calibre-Web is a self-hosted web application for browsing, reading, and downloading eBooks from an existing Calibre database. It provides a…
8718056active
kurikomi-labs/komi-store
Komi Store is a free, open-source, cross-platform app store that indexes installable releases from GitHub (and Codeberg/Forgejo), letting u…
7817976active
zincsearch/zincsearch
ZincSearch is a lightweight full-text search engine written in Go, built on the bluge indexing library, designed as a resource-efficient al…
1017889active
Foundry376/Mailspring
Mailspring is a fully open source desktop email client for Mac, Windows, and Linux, built with Electron, React, and TypeScript, with a C++ …
9717761active
rqlite/rqlite
rqlite is a lightweight, fault-tolerant distributed relational database built on SQLite, replicating data across nodes using the Raft conse…
9317704stable
VictoriaMetrics/VictoriaMetrics
VictoriaMetrics is a fast, cost-effective, and scalable open-source time series database and monitoring solution written in Go. It supports…
9517597stable
redis/node-redis
Node-Redis is the official, modern, high-performance Redis client for Node.js, written in TypeScript. It ships as a monorepo of packages co…
9817572stable
infinilabs/analysis-ik
The IK Analysis plugin integrates the Lucene IK analyzer into Elasticsearch and OpenSearch, providing Chinese text tokenization via the ik_…
6317515active
questdb/questdb
QuestDB is an open-source, high-performance time-series database with a column-oriented, SIMD-vectorized SQL engine written in zero-GC Java…
9917279stable

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