Search middleware
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@keleshteri/pageindex-rag
Vectorless RAG using LLM-driven hierarchical document indexing — PDF and Markdown/Obsidian vault support
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@sap-ux/fiori-docs-embeddings
SAP Fiori documentation indexing
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ais
An extension of your associative memory: a memo that is always with you and always yours, that brings things back the way your mind does, by association. Underneath, an index: file anything under keys, recall it by keys, plain text on your own disk.
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arf
Modern R console with syntax highlighting and fuzzy search
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ars-infinita-notion
A gamified, AI-agent-driven job-search engine built on Notion: track applications as quests, research and tailor with an agent, earn XP and levels.
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bath
🚿 bath – A TUI tool for managing $PATH, compiler flags & env vars like a sane person. 🛠️ Store profiles in SQLite, fuzzy search, live export preview. 🔥 eval-ready exports, no weird shell scripts.
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berrywiki
Companion authoring, navigation, indexing and sync layer for GitHub Wikis — CherryTree/Zim-style hierarchy over plain Markdown.
Search Rust -
CircleToSearch App
CircleToSearch with multi search engine support for all android
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CodeIndex
Local-first code search and indexing for repositories, exposed through a CLI, MCP server, and read-only LSP.
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dork-operators-current
🔍 Discover validated Google dork operators to refine your searches, contributing to an accurate and up-to-date resource for effective data retrieval.
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GEO-AI
Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.
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gitnexus
Graph-powered code intelligence for AI agents. Index any codebase, query via MCP or CLI.
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glyr
Music related metadata search engine with command-line interface and C API
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Godena
Open search engine for AI agents and real-world services — type what you need, get the best match ranked by reputation. Free, open source, git-native.
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google-search-console-mcp
MCP server for Google Search Console - index status, URL inspection, request indexing, sitemap submission and search analytics for Claude and other AI agents.
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idx-free
🚀 Automate UUID generation for deployment scripts, enhancing convenience and flexibility in batch setups without hardcoding values.
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idx.md
Markdown registry for AI agent libraries with indexed HEAD/BODY content.
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illumi-search
Multi-engine full-text search for Laravel - SQLite FTS5, MySQL FULLTEXT, PostgreSQL tsvector, FileEngine. Same API, zero config. BM25 ranking, CJK/RTL, boolean operators, spellcheck, multi-tenant, REST API. 810 tests.
Search PHP -
lilbee
The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's a search engine you can talk to, with cited answers from your files, code, and the web. MCP server for coding agents, web crawler, TUI, CLI, REST API, Python library. No Ollama or LM Studio needed, works with both.
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LlamaIndex
Data framework for connecting custom data sources to large language models (RAG).
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Meilisearch
Fast, typo-tolerant open-source search engine with an easy-to-integrate API.
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nothumansearch
Search engine for AI agents — ranks sites by agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin). MCP server, REST API, full-text search. 8,000+ indexed sites.
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ocds-procura-semantic-nexus
AI-Powered German Procurement Search Engine 2026 - OCDS Tender Matching & Company Profiles
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open-brain
Local-first search engine for your docs, knowledge bases, and notes. BM25 + vector + HyDE search over 30K+ markdown documents
Search TypeScript -
opensearch
Open source distributed and RESTful search engine
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quasar-docs-mcp-server
📚 Access Quasar Framework documentation seamlessly with this MCP server, featuring full-text search, component details, and smart caching for efficiency.
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quickrag
🚀 Index and search documents quickly with QuickRAG, using your preferred embedding provider and LanceDB for efficient similarity retrieval.
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rag-rat
Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and a source-anchored memory graph.
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RecollDroid
UI for the Recoll fulltext search engine.
Search Android -
tantivy
Search engine library
Search Rust -
tela
Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text search. Go + PostgreSQL + React/Milkdown.
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tinysearch
Tiny, full-text search engine for static websites built with Rust and Wasm
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uncover
Tool to discover exposed hosts on the internet using multiple search engines