Search results for "semantic"
Microsoft Azure Cognitive Search Client Library for Python
A Lucene query parser generating ElasticSearch queries and more !
AWS SDK extension for OpenTelemetry
Python Social Authentication, Django integration.
Schema for the protocol between CDK framework and CDK CLI
Official Python package for working with the Roboflow API
OpenInference Semantic Conventions
Python social authentication made simple.
Python framework for fast Vector Space Modelling
Lightweight, extensible schema and data validation tool for Pythondictionaries.
Azure Resource Detector for OpenTelemetry
Extended JWT integration with Flask
CloudEvents Python SDK
Dynamic version generation
Orchestrate your dbt projects in Airflow
Embeddings, Retrieval, and Reranking
A library implementing the 'SemVer' scheme.
An autocompletion tool for Python that can be used for text editors.
OpenTelemetry Semantic Conventions
No description
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, m
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou
SmarterRouter: An intelligent LLM gateway and VRAM-aware router for Ollama, llama.cpp, and OpenAI. Features semantic caching, model profiling, and automatic failover for local AI labs.
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
Claude Code Skills Marketplace: plugins, skills for ADR-driven development, DevOps automation, ClickHouse management, semantic versioning, and productivity workflows
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligen
Semantic code searcher and codebase utility
Semiont supports human+ai collaborative knowledge work. Use it as: a Wiki, Semantic Layer, Context Graph, Knowledge Base, Annotator, Research Tool, or Agentic Memory...
The official TypeScript/Node client for the Pinecone vector database
Zotero 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.
Integrate cutting-edge LLM technology quickly and easily into your apps
Human-like memory for AI agents β semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
NEXO Brain β Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
π‘ All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Framework for AI Backend. Build and run AI agents like microservices - scalable, observable, and identity-aware from day one.
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
Mattermost Agents plugin supporting multiple LLMs
β‘ Lightweight offline AI agent for local models. No cloud, no API keys β just your GPU.
Stop prompting. Start specifying.
21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
An open source, privacy focused alternative to NotebookLM for teams with no data limit's. Join our Discord: https://discord.gg/ejRNvftDp9
Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.
One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python β and keeps its knowledge when
Cognithor - Agent OS: Local-first autonomous agent operating system. 16 LLM providers, 17 channels, 112+ MCP tools, 5-tier memory, A2A protocol, knowledge vault, voice, browser automation, Computer-us
Every meeting, every idea, every voice note β searchable by your AI. Open-source, privacy-first conversation memory layer.
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 Β΅s overhead at 5k RPS.
Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown storage, hybrid search via QMD. Gives agents persistent long-term memory across conversations.
AI Observability & Evaluation
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimi
βΎοΈ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack βΎοΈ
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
A MCP (Model Context Protocol) server for interacting with dbt.
EdgeCrab π¦ A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw β Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Mendix cli tool, a headless way to work with Mendix projects. Enables Mendix projects for use with 3rd party agentic coding tools like Claude Code and Copilot. Includes a starlark linter for quality v
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future ses
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
Persistent memory for AI coding agents
Real-time transport layer for Java AI agents. Build once with @Agent β deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM β local or cloud.
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat
Self improving agents through iterations
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Data transformation framework for AI. Ultra performant, with incremental processing. π Star if you like it!
Most advanced AI coworker
KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, pe
Seedance 2.0 Shot Design Skills
Universal memory layer for AI Agents
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
AgentWard β Built for all, hardened for OpenClaw.
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ππ» Integrates with 50+ LLM Providers,
Your local AI Desktop Agent for Windows, macOS & Linux. Agent Skills (SKILL.md), autonomous coding (Codework), multi-agent teams, desktop automation, 15+ AI providers, Desktop Buddy. No Docker, no ter
ARIS βοΈ (Auto-Research-In-Sleep) β Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in β works wi
OKX trading MCP server β connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messaging across WhatsApp, Telegram, and Discord, plus a service mode for 24/7 runs. Imports from OpenClaw.
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
GoClaw - GoClaw is OpenClaw rebuilt in Go β with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.
OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for
Declarative Agent Orchestration. Ship while you sleep.
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
EdegQuake π High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python
A modular MCP server that provides commonly used developer tools for AI coding agents
Agentic memory for CTI in Python β STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS
π¬DeepChat - A smart assistant that connects powerful AI to your personal world
OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents with delegated sub-agents, proactive task management, media understand
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
Nornicdb is a low-latency, Graph + Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Uses Neo4j Bolt/Cypher and qdrant's gRPC drivers so you can switch with no changes. T
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills packageοΌ enabling any AI agent to instantly upgr
Plano is an AI-native proxy and data plane for agentic apps β with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Weaviate 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 c
Endee.io β A high-performance vector database, designed to handle up to 1B vectors on a single node, delivering significant performance gains through optimized indexing and execution. Also available i
A lightweight, lightning-fast, in-process vector database
A simple Zotero plugin that brings your own LLM into the side panel.
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
It is a simple, fast, and hard-durable embedded database designed specifically for AI agent memory. It provides a single-file-like experience (no server required) but with native support for vectors,
Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
BioMCP: Biomedical Model Context Protocol
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
Beads - A memory upgrade for your coding agent
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type β from any MCP client.
High-performance capability authorization engine for AI agents. Cryptographically attenuated warrants, task-scoped authority, verifiable offline. Rust core.
β₯ AI Coding agent for the terminal β hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
A command-line interface for MCP servers. curl for MCP.
Official Weaviate TypeScript Client
OpenTelemetry Instrumentation for AI Observability
MCP Toolbox for Databases is an open source MCP server for databases.
Turn your Solana Seeker (or any Android phone) into a 24/7 personal AI agent
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controllin
The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven system that manages a group of AI agents to accomplish tasks based on user input. Powered by Microsoft Agent Framework, Az
Operating System for your personal AI Agents with Security-first approach. Multi-channel (WhatsApp, Telegram, Discord, Slack, iMessage), multi-provider (Claude, GPT, Gemini, Ollama), fully self-hosted
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX bac
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
Code repo for "Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio" at the (CAI2) workshop, jointly held at (COLING 2022)
π The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
The Mind Palace for AI Agents β Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
An open-source AI assistant framework with skills and agent architecture
Secure AI conversations with documents, video, audio, and more. Personal workspaces for focused context, group spaces for shared insight. Classify docs, reuse prompts, and extend with modular features
Your personal AI knowledge system β self-hosted, agent-driven, and always private.
Token-efficient browser MCP server β structured web pages for AI agents, not raw accessibility dumps
Cognitive memory for AI agents β learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
Give your AI agents persistent memory.
CLI, MCP server, and npm library that turns any website into an API β no docs, no SDK, no browser.
The Pinecone Python client
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.
π§ Curated collection of 214+ best OpenClaw personas β weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
The Go client for Chroma vector database
All-in-one local AI hub for Obsidian β LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.
Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engine memory, multi-channel (WhatsApp+Telegram+Email). Built on OpenClaw.
Nextcloud MCP Server
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
An easy to use GUI-based tool that performs live translations using OCR and LLMs (Either cloud or local only)
Lightweight persistent memory system for Claude Code β FTS5 search, episode batching, error-triggered recall
The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives.
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
Self-improving agent governance: π/π β Pre-Action Gates that block repeat AI mistakes. Stop paying for the same mistake twice.
Token-efficient autonomous task execution with context collapse for pi coding agent
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
OSCAL tools for AI agents
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
See how you really use AI β X-ray your AI coding sessions locally
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
Autohand Code CLI - Ultra fast self evolving coding agent that runs in your terminal
Semantic clustering mindmap for AI agent context management
AgentScope Java: Agent-Oriented Programming for Building LLM Applications
Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
AI Constraint Engine by Sandeep Roy β stops AI from breaking what you locked. 100/100 on Claude's adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open s
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
"RAG-Anything: All-in-One RAG Framework"
Obsidian vault intelligence
Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js β 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
Security scanner for AI-generated ("vibe-coded") code. Runs SAST, DAST, and sandboxed exploit simulation across 15+ languages using 30+ tools. Catches what LLMs introduce before it ships β wit
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
A selective learning and memory substrate for agentic systems β typed, revisable, decayable memory with competence learning and trust-aware retrieval.
:sparkles: :dna: Turing ES - Enterprise Search, Semantic Navigation, Chatbot using Search Engine and Generative AI.
A-RAG: Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces. State-of-the-art RAG framework with keyword, semantic, and chunk read tools for multi-hop QA.
Autonomous Agents (LLMs) research papers. Updated Daily.
Lad MCP Server: Autonomous code & system design review for AI coding agents (Claude Code, Cursor, Codex, etc.). Features multi-model consensus via OpenRouter and context-aware reviews via Serena.
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) β open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
π₯ Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
Core library used by SDKs for IBM Cloud Services
OpenClaw reimagined in pure Python β autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
The LLM Anti-Framework
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
ποΈπ€ Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
High-Performance Encrypted Database for .NET 10 | Embedded + gRPC Server | Vector Search β’ GraphRAG β’ Analytics
Production ready. AI Agent Workflow System for Claude Code
Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code Β· Codex Β· Copilot Β· Cursor Β· Factory Β· Warp Β· Windsur
Open-source security tools for AI agents. Find vulnerabilities, fix root causes, prove compliance.
A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.
A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.
A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Google Antigravity, ZAI/GLM, MiniMax, Qwen, Xiaomi, Kimi, Doubao...
Buddhist Digital Text Platform β 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI code generation with semantic markup, knowledge graphs, and support for Claude Code, Codex CLI, and Kilo Code.
π The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Multi-agent memory consistency platform. We're hiring contributorsβcheck HIRING.md
One API for 20+ LLM providers, your databases, and your files β self-hosted, open-source AI gateway with RAG, voice, and guardrails.
AgenticX is a unified, production-ready multi-agent platform β Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
Official Repo of Moss
Zero trust LLM gateway. OpenAI-compatible proxy with semantic routing and load balancing across OpenAI, Anthropic, Ollama, vLLM, and any compatible backend. Identity-based access, virtual A
This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and implementing advanced AI controllers
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
Benchmarking the gap between AI agent hype and architecture. Three agent archetypes, 73-point performance spread, stress testing, network resilience, and ensemble coordination analysis with statistica
Unified framework for building enterprise RAG pipelines with small, specialized models
A lightweight, embeddable vector database library for Go AI projects.
754 structured cybersecurity skills for AI agents Β· Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF Β· agentskills.io standard Β· Works with Claude Code, GitHub Cop
autonomous agent with access to a tool library
All-in-one agent harness for Claude Code β Boss meta-orchestrator, 200+ agents, 200+ skills, 87 rules, 3 MCP servers, 7 hooks. One plugin install.
All-in-one agent harness for OpenAI Codex CLI β Boss meta-orchestrator, 400+ agents, 200+ skills, 3 MCP servers. Install once, get every specialist ready.
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb
Lightweight semantic code search engine β 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
π€ A composable framework for building AI applications.
Production-ready AI agent framework β semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows
Graph-based workflow enforcement and persistent memory for AI coding agents. Define structured workflows in YAML. Enforce them at tool boundaries via MCP. Build a persistent knowledge graph that grow
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring that learns. Local-first, zero cloud.
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related website
A tool-use-focused LLM plugin for neovim.
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
AI skill for OpenClaw & Claude Code β recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix, sample images.
A sovereign cognitive architecture with IIT 4.0 integrated information, residual-stream affective steering (CAA), Global Workspace Theory, active inference, and 72 consciousness modules β running loca
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI β β©0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
Autonomous orchestration framework for Claude Code with MemPalace-inspired memory (4-layer stack, 818-token wake-up), parallel-first Agent Teams (6 teammates), Aristotle First Principles methodology,
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
Local-first AI agent memory β one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding β they're redefining how software changes the world.
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" β solo operator managing 137 devices
β¨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
π΄ VERY LARGE AI TOOL LIST! π΄ Curated list of AI Tools - Updated 2026
Dragon Brain β persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
MCP server for token-efficient large document analysis via the use of REPL state
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
Open-source multi-tenant AI agent platform β 14 specialized agents, 195+ tools, 37+ AI models. Self-hosted. Fork and deploy your own AI operations team.
A functional programming language optimized for LLM code generation. Compiles to Rust and WebAssembly.
A multi-agent LLM system for detecting and resolving cognitive dissonance.
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
A curated list of awesome works related to high dimensional structure/vector search & database
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
Self-hosted AI Agent Memory + Code Intelligence Platform β one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
π PageIndex: Document Index for Vectorless, Reasoning-based RAG
Must-read papers on Repository-level Code Generation & Issue Resolution π₯
Agentic AI assistant on Telegram, powered by Claude Code. Runs locally with shell access, spec-driven PR reviews, layered security, persistent memory, and scheduled jobs. Your machine, your data, your
Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer tools (Copilot, Cursor, Claude Desktop). It eliminates "AI amnesia" by automatically c
DLite - a lightweight data-centric framework for semantic interoperability
MCP plugin that intercepts AI agent edits in RAM, validates them (TypeScript compiler + gopls + pyright), auto-heals missing imports, and commits atomically. If anything breaks, disk stays untouched
Universal memory layer for AI applications. Self-host in minutes. Open source.
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
π€ Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
A lock-free, in-memory fuzzy search engine for Kotlin Multiplatform. L2-normalized sparse vector embeddings with O(1) cosine similarity β handles typos, transpositions, and blind continuation. Zero-al
Autospec is an open-source AI agent that takes a web app URL and autonomously QAs it, and saves its passing specs as E2E test code
Meerkat - A modular, high-performance agent harness built in Rust.
Local-first Agentic Memory Layer for MCP Agents β’ 25 tools β’ Hybrid search (FTS5 + vector + MMR) β’ GDPR β’ 100% local
Learn it. Build it. Ship it for others.
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
A comprehensive stdio MCP server for DataForSEO API
A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure a
Awesome list of AI-Driven Development.
An opinionated list of awesome Pydantic-AI frameworks, libraries, software and resources.
Build your AI team with Crewform. Orchestrate specialized, autonomous agents to collaborate on complex tasks and connect outputs to your stack. β AI Orchestration for Everyone
π€ The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-
The LLM Evaluation Framework
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
Semantic code search for AI agents β 166+ languages, hybrid search, works offline
A persistent, searchable filesystem for AI agents.
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
A universal CLI for Weaviate, Milvus, Chroma, Qdrant, and other vector DBs to help view, list, create, delete, and search collections and documents in collections for development, test, and debugging
Agentic memory built on Postgres
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
Production-grade TypeScript AI runtime focused on reliability, governance, and reproducible LLM systems. Multi-provider gateway, agents, RAG, workflows, policy engine, audit trails, and deterministic
A thing that uses AI to write perfect applications. For those who want to know how: a governance runtime enforcing immutable constitutional rules on AI coding agents.
kbot β the AI agent that dreams, learns, and evolves. 764+ tools, 35 agents, 20 providers. Music production, iPhone control, financial analysis, cyber threat intel. Always-on daemon. Runs offline. npm
Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine β zero data sent to external services.
X/Twitter CLI for developers and AI agents β post, reply, search, DM, schedule, analyze. Single Rust binary.
MCP server for searching and retrieving Claude Agent Skills using vector search
One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/MCP native. Your agent forgot who you are. Again. Dory fixes that.
Search your files by talking to them - 100% offline
Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturity level (L1-L4). Plug in your specs. Ship.
The graph-native hybrid retrieval engine for AI and GraphRAG. Graph + Vector + Full-Text in a single transactional engine.
A type-safe, lightweight, modern, and performant binding Java binding of Microsoft's ONNX Runtime
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence β dangerous capabilities were never built.
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
Rune - Discipline Engineering - Multi-agent engineering orchestration for Claude Code. Plan, work, review, and audit using Agent Teams.
220+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents β engineering, marketing, product, compliance, C-level advisory.
An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGrid) into "Inbox-as-a-Service" for AI Agents.
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
Local-first AI agent memory β one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs
β‘πΎ Vectro β Compress LLM embeddings π§ π Save memory, speed up retrieval, and keep semantic accuracy π―β¨ Lightning-fast quantization for Python + Mojo, vector DB friendly ποΈ, and perfect for RAG pip
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
Connect any LLM to OpenClaw β production-tested middleware for Qwen3-235B and beyond
Memory-centric self-improving harness for AI agents. Six-phase cycle + Security by Absence. ADRs, JSON schemas, and a dependency-free Python reference.
The first cinematic 3D memory layer for the AI Era. Unify ChatGPT, Claude, and Gemini into a pulsing second brain. Real-time semantic extraction & 3D visualization.
Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC
Semantic health check for AI agent instruction files
High-performance crystal structure modeling and DFT/MD file preparation. Native desktop app fusing a Rust/C++ physics kernel, a GPU-accelerated Metal/Vulkan renderer, and an AI-driven command bus for
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
AI engineering framework with quality gates, persistent memory, and multi-platform support. Works inside Claude Code, Cursor, Copilot, Codex, and Gemini.
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
π¦ [2026.03.10] Hardened OpenClaw deployment on a single VPS: one command, production-ready.
Second Brain is a desktop application that acts as a personal knowledge base, using retrieval-augmented generation (RAG), multimodal AI models, and a hybrid lexical/semantic search algorithm to intera
TSUKUYOMI is an advanced modular intelligence framework designed for the democratization of Intelligence Analysis via systematic analysis, processing, and reporting across multiple domains. Built on a
Agent ReAct framework with cognitive planning engine β five-phase cognitive cycle with nested ReAct loops, dynamic skill acquisition, and interactive user input.
A curated list of vector database solutions, libraries, and resources for AI applications - https://vectordb.works
arXiv MCP Server Client π enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.
JSON Agents - A universal JSON-native standard for describing AI agents, their capabilities, tools, runtimes, and governance in a portable, framework-agnostic format. Based on RFC 8259, JSON Schema 2
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
Autonomous coding agent with web research (Recon), adversarial plan debate, 5-tier cognitive memory, multi-model routing (Gemini + DeepSeek + Ollama), 24/7 loops, and $0 local mode. Apache 2.0.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.
π§ PromptDrifter β oneβcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
A local LLM-based autonomous agent orchestration platform featuring async background tasks, context-isolated sub-agents, dynamic knowledge injection, and strict security approval gates (Plan Mode).
GEON: Structure-first decoding via equivalence classes and field closure
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge base
This is a standalone MCP for Claude & Claude Code, which can be used alongside Obsidian MD. But I'm bad at naming things.
Nikola β autonomous AI system based on ATPM consciousness architecture. Aria is its primary language substrate.
AI-powered design system generator β once designed, consistent UI everywhere.
π οΈ Enhance Claude Code CLIβs refactoring with JetBrains IDEs, leveraging advanced semantic analysis for smarter code usage handling.
Broken RAG For The Broken Souls
Agent-ready telemetry SDK β enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
AI-agent-friendly PyTorch research pipeline β one YAML config drives preflight, training, Optuna HPO, and real-time TUI monitoring
Self-hosted autonomous AI agent β 9-layer cascade, Docker sandbox, encrypted vault, review/build/control plane, 1407+ tests
π§ Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
πͺ Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate β built to help studen
Autonomous local AI assistant in Go β 40+ tools, 20+ LLM providers, multi-agent orchestration, self-improving
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Nix packages for AI coding agents and development tools. Automatically updated daily.
π§ Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
π Implement hybrid search using Vespa and FastAPI, blending BM25 and dense semantic retrieval for efficient, accurate information retrieval.
Modular AI agent framework with 59 pluggable features, 8+ messaging channels, and production-grade security. TypeScript-first. MIT license. Self-hosted, no subscriptions.
π§ Capture and manage your team's knowledge effortlessly with Eywa, ensuring no valuable memory is ever lost.
PromptManager is a desktop application for cataloguing, searching, and executing AI prompts, and much more.
Enable local document ingestion and retrieval-augmented generation with a secure, .NET-based pipeline that keeps data on your machine.
Enable AI agents with fast, local semantic memory to search and recall knowledge from text files without servers or complex setup.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
π οΈ Master 27 AI Agent Skills for effective semantic code search with GrepAI, enhancing installation, configuration, and integration.
Build semantic vector databases from code and docs to enable AI agents to understand and navigate your entire codebase effectively.
The deterministic UI contract and relational interface substrate for the Riverbraid cluster.
π€ Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.
Scan AI artifacts like agent skills and config files for security risks, privacy issues, and instruction-level attacks with a Python CLI tool.
Augment any database with VeriSimDB octad capabilities β drift detection, provenance, temporal versioning, modality overlays
A self-evolving AI Agent Team β agents that rewrite their own operating manual.
Type-safe DAG execution engine for AI workflows
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
π§ Explore a FAIR-compliant knowledge graph that analyzes ancient debates on free will, fate, and moral responsibility from the 6th century BCE to CE.
Build and run local AI agents with multi-model support, modular skills, secure controls, and multi-channel access for personal automation tasks.
π¦Ύ A productionβready research outreach AI agent that plans, discovers, reasons, uses tools, autoβbuilds cited briefings, and drafts tailored emails with toolβchaining, memory, tests, and turnkey Dock
A multi-modal vector database that supports upserts and vector queries using unified SQL (MySQL-Compatible) on structured and unstructured data, while meeting the requirements of high concurrency and
A fast type checker and language server for Python with powerful IDE features
OpenTelemetry Semantic Conventions Extension for Large Language Models
PyMuPDF Layout turns PDFs into structured data 10Γ faster than vision-based tools using AI trained on PDF internals, not images. CPU-only. No GPU required.
TypeScript SDK for MemLib β AI agent memory API
TypeScript type definitions and semantic convention constants for [AgentPrism](https://github.com/evilmartians/agent-prism) - AI agent trace visualization library.
Complete open-source AI collaboration suite and multi-agent platform featuring LLM orchestration, automation, and virtual assistants. Scales seamlessly from small deployments to large enterprise envir
Roslyn Source Code Generators with Examples
A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.
ASAN: A conceptual architecture for a self-creating (autopoietic), energy-efficient, and governable multi-agent AI system.
A structured execution protocol for echoes in AI systems. It includes a series of echoes designed to optimize, evaluate, and plan processes in conversational AI
AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embed