Search results for "variables"
Microsoft App Configuration Data Client Library for Python
Microsoft Azure Monitor Opentelemetry Distro Client Library for Python
Microsoft Azure Blob Storage Client Library for Python
CLI for interacting with LangGraph API
A wizard-like JSON serialization library for Python dataclasses
OpenInference instrumentation utilities
A record linkage toolkit for linking and deduplication
A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle.
The dynamic configurator for your Python Project
Dependency injection framework for Python
Setuptools Rust extension plugin
A package that allows you to utilize 12factor inspired environment variables to configure your Django application.
Strict separation of settings from code.
A tool for scanning Python environments for known vulnerabilities
Azure Resource Detector for OpenTelemetry
A library for automatically generating command line interfaces.
A lightweight console printing and formatting toolkit
Pygments theme using JupyterLab CSS variables
Client library to connect to the LangSmith Observability and Evaluation Platform.
IPython: Productive Interactive Computing
Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python
The comprehensive WSGI web application library.
pytest plugin for test session metadata
Python client library for IBM Cloudant
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
โก Lightweight offline AI agent for local models. No cloud, no API keys โ just your GPU.
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
PraisonAI ๐ฆ โ Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
LLM้ฉฑๅจ็ A/H/็พ่กๆบ่ฝๅๆๅจ๏ผๅคๆฐๆฎๆบ่กๆ + ๅฎๆถๆฐ้ป + LLMๅณ็ญไปช่กจ็ + ๅคๆธ ้ๆจ้๏ผ้ถๆๆฌๅฎๆถ่ฟ่ก๏ผ็บฏ็ฝๅซ. LLM-powered stock analysis system for A/H/US markets.
Natural (2-way) voice conversations with Claude Code
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
Official MCP Servers for AWS
๐ฌ Harness Vibe Research with Self-evolving AI Scientists
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM โ local or cloud.
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
Most advanced AI coworker
Give any AI agent a full desktop โ it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker comm
Open-source sandboxes for code execution, browser use, and AI agents.
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
The agent that grows with you
A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities in the most "Code-Centric" manner. LLM As Function, Prompt As Code. ไธไธช็ฎๅ็ๆฐๅฐ
The Best AI Agent Framework for Agent Collaboration.
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
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
Agent Zero AI framework
็ฎๆด็ๆต่ฏๅนณๅฐๆฅๅฟ๏ผๆณขๅฝข(FSDB/VCD)๏ผๆ นๅ ๅๆMCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
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
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
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.
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
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.
Nextcloud MCP Server
comprehensive Discord selfbot MCP server using discord.py-self
๐ช ๐ง Model Context Protocol (MCP) Server for Jupyter.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
structured outputs for llms
OSCAL tools for AI agents
Open-source framework for conversational voice AI agents
The official Python SDK for Model Context Protocol servers and clients
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIโuse as library or standalone service.
PowerMem: Your AI-Powered Long-Term Memory โ Accurate, Agile, Affordable. Also friendly support for the OpenClaw Memory Plugin.
Local MCP server for DuckDB and MotherDuck
MCP Server for Computer Use in Windows
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Harness LLMs with Multi-Agent Programming
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
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"
Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js โ 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
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.
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
OpenClaw reimagined in pure Python โ autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
Published in CNCF Landscape: A MCP server for Kubernetes.
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
Describe it or draw it. Kiln makes it real. โ 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
Agentic RAG R1 Framework via Reinforcement Learning
AgenticX is a unified, production-ready multi-agent platform โ Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issuesโsuch as security vulnerabilities, bugs, and maintainability concerns.
auto-wing is a tool that uses LLM to assist automated testing
Benchmark for vector databases.
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 agent with access to a tool library
Interface Python with pkg-config
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Prompt Driven Development Command Line Interface
Memory library for building stateful agents
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta
Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
๐ฐ PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
MCP server for searching electronic components for PCB assembly
[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2
Dragon Brain โ 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
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
The Next-Gen Agent-Native Skill Recommendation Engine
METAโAGENTIC ฮฑโAGI ๐๏ธโจ โ Mission ๐ฏ Endโtoโend: Identify ๐ โ OutโLearn ๐ โ OutโThink ๐ง โ OutโDesign ๐จ โ OutโStrategise โ๏ธ โ OutโExecute โก
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
MaverickMCP - Personal Stock Analysis MCP Server
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. ๐ Official updates only via twitter @Martin993
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
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text โ no LLM needed). MCP server for AI agents with 500x fewer tokens. Extract, observe, script
Lightweight semantic code search engine โ 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Local-first Agentic Memory Layer for MCP Agents โข 25 tools โข Hybrid search (FTS5 + vector + MMR) โข GDPR โข 100% local
AI skills that turns coding agents into UiPath experts.
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
MCP Server for Simplenote integration with Claude Desktop
The LLM Evaluation Framework
๐ LLM Context Benchmarks - A comprehensive benchmarking tool for testing LLMs with varying context sizes using Ollama. Features dual benchmark modes (API/CLI), automatic hardware detection (optimiz
This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can
A Multi-Agentic AI Assistant/Builder
Transform Claude Code into a full development team. 11 specialized agents (Architect, Engineer, QA, Security, UX, DevOps, and more), persistent memory across sessions, and 25,000+ on-demand skills. Wo
MoralStack is a governance and safety layer for LLM applications. It analyzes user requests before generation, evaluates risk and intent, and decides whether the AI should answer normally, answer safe
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int
Starter app for building AI SaaS (RAG, Agentic workflow) applications
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence โ 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.
A tool that compiles messy natural language prompts into a structured intermediate representation (IR) and optionally sends them to LLMs like ChatGPT for cleaner, more reliable responses.
Pytest plugin to generate json report in CTRF (Common Test Report Format)
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
AI-powered multi-agent system that transforms Telegram into an intelligent automation hub โ routing user intent across vision, browser, desktop, and code agents using dynamic model orchestration.
Autonomous AI agent for Crustocean, powered by Hermes Agent from Nous Research
A command-line interface tool for serving LLM using vLLM.
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
Autonomous overnight codebase improvement agent for Claude Code. Run it before bed, wake up to production-ready fixes.
AI co-pilot for ComfyUI โ 113 tools for workflow authoring, model provisioning, and iterative rendering. Multi-provider (Claude, GPT-4o, Gemini, Ollama). Ships as MCP server or standalone CLI.
Assistant IA avancรฉ (RAG, outils, Lรฉgifrance, OCR, skills, export de fichiers, historique) conรงu principalement pour un usage avec AlbertAPI (DiNum)
Controllable and Transparent LLM Application Framework
AI-powered web app builder โ describe it, build it, ship it. 2-agent LangGraph system (Sonnet 4.5 + o4-mini) generates React apps from natural language with live preview and one-click deploy.
Runs agentic coding assistants in Docker containers
arXiv MCP Server Client ๐ enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.
An autonomous AI agent that crawls, summarizes, and publishes news articles.๐
๐ Self-hosted multi-agent AI orchestrator โ chat with Claude, Gemini & Copilot CLI from Telegram, WebEx, or browser. 5 runtimes, 17+ models, task scheduling, skill plugins.
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.
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced anal
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
Local-first AI assistant โ 9 specialized agents (code, web, debug, securityโฆ), 10M token vector memory, mobile relay via secure tunnel, real-time web search and document processing. Runs 100% on your
๐ช 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
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! ๐ป๐ค๐งช๐
Safely run untrusted Python code using Pyodide and Deno
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 โ built to help studen
A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows โ living inside your projects, running through a recursive
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music โ autonomously. 30hrs for $0.04.
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
A collection of Summoner clients and agents featuring example implementations and reusable templates
PromptManager is a desktop application for cataloguing, searching, and executing AI prompts, and much more.
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
๐ค AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.
Looker REST API
SearXNG tool plugin for https://llm.datasette.io/