PyPI · npm100Exceptionalhealth index

deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
Python★ 26.5KSep 16, 2026
PyPI · npm · crates.io +198Exceptionalhealth index

lancedb/lancedbDeveloper-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
Rust · Python · HTML★ 11.5K↓ 20.7M/moSep 19, 2026
Go · PyPI98Exceptionalhealth index

weaviate/weaviateWeaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
Go★ 16.8KSep 16, 2026
PyPI96Exceptionalhealth index
Python · Jupyter Notebook★ 3,419Sep 11, 2026
Maven96Exceptionalhealth index

infinispan/infinispanInfinispan is an open source data grid platform and highly scalable NoSQL cloud data store.
Java★ 1,357Oct 19, 2026
crates.io96Exceptionalhealth index

meilisearch/meilisearchA lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
Rust★ 59.3KSep 16, 2026
crates.io96Exceptionalhealth index

paradedb/paradedbOne Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
Rust · PLpgSQL★ 9,204Aug 28, 2026
PyPI95Exceptionalhealth index

alibaba/zvecA lightweight, lightning-fast, in-process vector database
C++★ 16K↓ 44.7K/moSep 16, 2026
PyPI · Go · npm94Exceptionalhealth index

Tencent/WeKnoraOpen-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
Go · Vue · TypeScript★ 25.2K↓ 735/moSep 16, 2026
PyPI · npm94Exceptionalhealth index

doobidoo/mcp-memory-serviceOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Python · HTML · JavaScript★ 2,016↓ 8,649/moOct 15, 2026
PyPI93Exceptionalhealth index

neuml/txtai💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Python★ 13KSep 20, 2026
npm92Excellenthealth index

docmd-io/docmdDocumentation compiler for humans and machines. One Markdown source to website, search, AI context, and knowledge formats together.
TypeScript · JavaScript · CSS★ 2,531↓ 380.5K/moOct 22, 2026
PyPI · npm · crates.io92Excellenthealth index

infino-ai/infinoEmbedded retrieval library built on Parquet. Fast, efficient, and scalable.
Rust★ 81↓ 8,183/moSep 18, 2026
npm92Excellenthealth index
TypeScript★ 278↓ 3.6M/moAug 27, 2026
npm · crates.io92Excellenthealth index

ruvnet/RuVectorRuVector provides High Performance, Real-Time decisions and agent memory , Self-Learning Ai, Vector GNN DB built in Rust.
Rust · TypeScript★ 4,599↓ 489.6K/moOct 20, 2026
PyPI91Excellenthealth index

MinishLab/sembleFast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
Python★ 5,966↓ 121.9K/moAug 28, 2026
crates.io · npm · Go +291Excellenthealth index

unum-cloud/USearchFast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
C++ · Python★ 4,345↓ 372K/moOct 20, 2026
PyPI · npm91Excellenthealth index

usemoss/mossThe retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built for browser, edge, on-device, and cloud.
Python · TypeScript★ 683Sep 18, 2026
PyPI91Excellenthealth index

zilliztech/memsearchA persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
Python · JavaScript · Shell★ 2,584Sep 10, 2026
PyPI · npm90Excellenthealth index

54yyyu/zotero-mcpZotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
Python · TypeScript★ 5,482↓ 26.4K/moOct 20, 2026
npm · PyPI90Excellenthealth index

joshuaswarren/remnicOpen-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
TypeScript★ 228↓ 37.5K/moOct 20, 2026
PyPI90Excellenthealth index

jztan/pdf-mcpAn MCP server that gives your AI agent agentic RAG over your PDFs, one file or a whole folder: hybrid semantic + keyword search, selective page reads, tables, images, OCR, chart data, and multi-column/CJK layouts. The agent decides when to search; pdf-mcp does the retrieval.
Python★ 134↓ 6,229/moSep 15, 2026
npm90Excellenthealth index
TypeScript★ 101↓ 1.4M/moSep 12, 2026
Go · crates.io · npm +189Excellenthealth index
Zig★ 471Oct 22, 2026
PyPI89Excellenthealth index

yifanfeng97/Hyper-ExtractHypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
Python★ 3,937↓ 3,843/moSep 15, 2026
npm · PyPI88Excellenthealth index

bobmatnyc/claude-mpmClaude Multi-Agent Project Manager — multi-channel orchestration, GitHub-first SDK mode, and plugin system for Claude
Python★ 150↓ 12.7K/moSep 10, 2026
npm · PyPI87Excellenthealth index
Python · TypeScript★ 6,567↓ 6,678/moAug 28, 2026
crates.io · npm · PyPI87Excellenthealth index

cyberlife-coder/VelesDBThe explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the evidence path behind every recall. No cloud, no glue code — runs on server, browser, mobile and desktop.
Rust · Python★ 99↓ 1,875/moOct 22, 2026
npm87Excellenthealth index

eric-cielo/mofloMoFlo — an opinionated, local-first AI agent orchestration toolkit for Claude Code: semantic memory, learned routing, gates, and spells. No API keys, no cloud, works out of the box.
TypeScript · JavaScript★ 19↓ 5,026/moOct 22, 2026
PyPI87Excellenthealth index

jgravelle/jdocmunch-mcpThe leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
Python★ 206↓ 5,518/moOct 20, 2026