xerj-org / xerj
Local-first search engine and MCP server in one Rust binary, indexing code, docs, logs and PDFs for BM25, vector and hybrid search.
xerj-org / xerj
VectifyAI / PageIndex
Python library and SDK that builds a hierarchical tree index of documents so an LLM can reason through it for retrieval, without vector databases or chunking.
colbymchenry / codegraph
Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, CoPilot, and Hermes Agent — fewer tokens, fewer tool calls, 100% local
indexable-inc / ra-jit
Rust compiler daemon on rust-analyzer: fast incremental cargo builds and live edits to running programs. Try: nix run github:indexable-inc/ra-jit
gilnett / learned_index_lab
High-performance Piecewise Geometric Model (PGM) learned index implementation in pure Rust with strict epsilon error guarantees
langfuse / langfuse
🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
aoci-spec / aoci-code
A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.
datawhalechina / all-in-rag
🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/
springvoiceswell / semrush-ai-tool
Semrush SEO AI-powered analysis tool MCP server & CLI for keyword research, domain analytics, backlink analysis
paperless-ngx / paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
NirDiamant / RAG_Techniques
A collection of 42+ runnable Jupyter notebooks, each tutorial covering an advanced technique for Retrieval-Augmented Generation systems.
huggingface / agents-course
This repository contains the Hugging Face Agents Course.
moritzkremb / claude-eyes
Let coding agents watch videos: index once, then skim, search, zoom, and measure editing style. Runs locally.
Javi-vahe / Naro
Lightweight global LiDAR relocalization with offline indexing and online geometric verification.
run-llama / llama_index
LlamaIndex is the document processing platform for AI
comet-ml / opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
StarTrail-org / LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
bilibili / Index-Translate
A Multilingual, Multimodal Translation Model Family
MartinPuli / taste-library
Design references from Cosign's top 40 High Taste Companies, extracted with TasteLabs and indexed for AI agents.
JVK3R / JobeesLair
Standalone, content-neutral PS5 homebrew indexer and media framework. Proudly built alongside AI by JVK3R.
brokep / grok-bots-for-deepseek-harness
90 Grok Bot marketplace agents as DeepSeek Harness plugin bundles with a plugin-market index
cocoindex-io / cocoindex
Incremental engine for long horizon agents 🌟 Star if you like it!
noahdunnagan / fsearch
Whole-disk file search for macOS: fuzzy names, typo tolerance, indexed content grep. ~1 ms over 8M files.
DevnorsAI / devnors-data-python
Devnors Data - Python SDK: 接口,数据API,裁判文书,Legal Case,法律法规,法条,Law Article,企业工商,Company Registry,企业年报,Annual Report,税号开票,Tax Invoice,失信核查,Dishonest Judgment Debtor,被执行人,Enforcement Debtor,关键词指数,Keyword Index,微信指数,WeChat Index,热搜榜,Hot Rank,微博热搜,抖音热搜,快递查询,Express Tracking,快递公司编号,统一查询,/v1/data/query,API Key,MCP,AI Agent
drawdb-io / drawdb
Free, simple, and intuitive online database diagram editor and SQL generator.
index-tts / index-tts
An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System
Arize-ai / phoenix
AI Observability & Evaluation
modstart-lib / aigcpanel
AIGCPanel 是一个简单易用的一站式AI数字人系统，支持视频合成、声音合成、声音克隆，简化本地模型管理、一键导入和使用AI模型。
CodeGraphContext / CodeGraphContext
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
microsoft / tgrep
Trigram-indexed grep with a client/server architecture for fast regex search in large codebases locally
Genivia / ugrep
🔍 ugrep 7.8 file pattern searcher -- a user-friendly, faster, more capable grep replacement. Includes a TUI, Google-like Boolean search with AND/OR/NOT, fuzzy search, hexdumps, searches (nested) archives (zip, 7z, tar, pax, cpio), compressed files (gz, Z, bz2, lzma, xz, lz4, zstd, brotli), pdfs, docs, and more
DocAILab / XRAG
XRAG: eXamining the Core - Benchmarking Foundational Component Modules in Advanced Retrieval-Augmented Generation
wh000wh000 / awesome-jev-live
Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours.
dexie / Dexie.js
A Minimalistic Wrapper for IndexedDB
johnkerl / miller
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Prowlarr / Prowlarr
Prowlarr is an indexer manager/proxy built on the popular *arr .net/reactjs base stack to integrate with your various PVR apps, supporting management of both Torrent Trackers and Usenet Indexers.
lance-format / lance
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
0xMarcio / pocindex
Search public CVE proof-of-concept exploits from GitHub, Nuclei, ExploitDB, Metasploit and Vulhub, with CVSS, EPSS and CISA KEV context.
bangtutorial / bang-motion
Agent skill for browser motion graphics — openers, promos, bumpers, kinetic typography, and five explainer styles that move like video, not slides. Single index.html output. Works with Claude Code, Codex, Gemini CLI, Cursor.
DevnorsAI / devnors-data-mcp
Devnors Data - MCP Server: MCP,Model Context Protocol,Claude,Cursor,WorkBuddy,接口,数据API,裁判文书,Legal Case,法律法规,法条,Law Article,企业工商,Company Registry,企业年报,Annual Report,税号开票,Tax Invoice,失信核查,被执行人,关键词指数,微信指数,WeChat Index,热搜榜,微博热搜,抖音热搜,快递查询,Express Tracking,统一查询,/v1/data/query,API Key,AI Agent,LLM
wh000wh000 / awesome-claude-mods
Awesome Claude Mods — evidence-graded index of Claude Code mods, plugins and hooks. 20 languages, rebuilt every 2 hours.
9001 / copyparty
Portable file server with accelerated resumable uploads, dedup, WebDAV, SFTP, FTP, TFTP, zeroconf, media indexer, thumbnails++ all in one file
valeriansaliou / sonic
🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
arkime / arkime
Arkime is an open source, large scale, full packet capturing, indexing, and database system.
quemsah / awesome-claude-plugins
Automated index of Claude Code plugins and adoption metrics across GitHub repositories, powered by a Node.js/TypeScript crawler
elstongun / leviathan
Deep memory for agents over large datasets. Leviathan is a single static binary that turns your records (JSONL, JSON, CSV/TSV, SQLite, or anything a database CLI can export) into a ranked full-text index.
h100envy / gem-search
Rainbow spider that X-rays memecoins: bundles, linked wallets, dev history. Scanner, Telegram bot, live Bundle Index.
peter123023 / awesome-free-llm-api
免费大模型 API 导航 · 只收录能通过 API Key 和 endpoint 调用的永久免费 / 限时免费接口｜A curated list of free LLM APIs — permanently free tiers and limited-time free models, all callable via API key and endpoint. Channel-first, with a model index for DeepSeek, GLM, Qwen and more
bgts-ai-org / bgts-context-engine
Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.
Jackett / Jackett
API Support for your favorite torrent trackers
uber / h3
Hexagonal hierarchical geospatial indexing system
microsoft / FASTER
Fast persistent recoverable log and key-value store + cache, in C# and C++.
Helicone / helicone
🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓
asciimoo / hister
Your own search engine
entireio / cli
📜 Entire CLI hooks into your Git workflow to capture AI agent sessions as you work. Sessions are indexed alongside commits, creating a searchable record of how code was written in your repo.
DependencyTrack / dependency-track
Dependency-Track is an intelligent Component Analysis platform that allows organizations to identify and reduce risk in the software supply chain.
oceanbase / seekdb
The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.
apconw / Aix-DB
Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。
MarginaliaSearch / MarginaliaSearch
Internet search engine for text-oriented websites. Indexing the small, old and weird web.
szczyglis-dev / py-gpt
Desktop AI Assistant powered by GPT, Gemini, Claude, Grok, Ollama, DeepSeek, Perplexity, and more - chat, agents, tools, MCP, plugins, RAG, vision, voice, image and video generation, speech synthesis and speech recognition, web search, memory, presets, canvas, assistants, themes, computer use. Windows, Linux, and Mac.