Search results for "method"
Microsoft Azure Azure Data Tables Client Library for Python
Microsoft Azure Identity Library for Python
Microsoft Corporation Key Vault Secrets Client Library for Python
A backport of Django's built in Tasks framework
Automated generation of real Swagger/OpenAPI 2.0 schemas from Django Rest Framework code.
Utility to detect blocking calls in the async event loop
A library for indexing Django models with Elasicsearch, OpenSearch or database and searching them with the Django ORM.
A complete web automation framework for end-to-end testing.
A record linkage toolkit for linking and deduplication
Hamcrest framework for matcher objects
Use Database URLs in your Django Application.
A package that allows you to utilize 12factor inspired environment variables to configure your Django application.
MinIO Python SDK for Amazon S3 Compatible Cloud Storage
Dynamic version generation
CORS support for aiohttp
A package to repair broken json strings
Parameterized testing with any Python test framework
A lightweight console printing and formatting toolkit
parallel graph management and execution in heterogeneous computing
A Python Progressbar library to provide visual (yet text based) progress to long running operations.
Embeddings, Retrieval, and Reranking
A library implementing the 'SemVer' scheme.
Simple LRU cache for asyncio
Traitlets Python configuration system
A collection of framework independent HTTP protocol utils.
Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python
Module for decorators, wrappers and monkey patching.
Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
Expand standard functools to methods
Python SDK for Opsgenie REST API
Generate a dot graph from the output of several profilers.
User authentication and session management for Flask.
A Git URL parsing module (supports parsing and rewriting)
Divides large result sets into pages for easier browsing
89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development. TDD, systematic debugging, parallel code review, and 10-gate development cycles — as a Claude
⚡ Lightweight offline AI agent for local models. No cloud, no API keys — just your GPU.
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.
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
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
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
Self improving agents through iterations
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi
Declarative Agent Orchestration. Ship while you sleep.
IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
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. 一个简单的恰到
The official Python library for the OpenAI API
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
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
Accelerating Long Context LLM Inference with Accuracy-Preserving Context Optimization in SGLang, vLLM, llama.cpp, OpenClaw, RAG, and Agentic AI.
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
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
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.
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
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
The implementation for SIGIR 2026: Learning to Retrieve from Agent Trajectories.
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
OSCAL tools for 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/FastAPI—use as library or standalone service.
NEXO Brain — 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
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
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
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"
High-Performance Engine for Multi-Vector Search
MCP server that saves 97% of AI coding tokens — your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
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...
Prompt Driven Development Command Line Interface
CASSIA: A Multi-Agent LLM-Based Single-Cell Cell Type Annotation Framework
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
Describe it or draw it. Kiln makes it real. — 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
Multi-agent memory consistency platform. We're hiring contributors—check HIRING.md
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
Unified framework for building enterprise RAG pipelines with small, specialized models
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.
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write — before data enters your pipeline.
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
A sovereign cognitive architecture with IIT 4.0 integrated information, residual-stream affective steering (CAA), Global Workspace Theory, active inference, and 72 consciousness modules — running loca
Agent samples built using the Strands Agents SDK.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
🍰 PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
🧬 Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Life sciences computational skills for scientific AI agents
Next generation FEniCS Form Compiler for finite element forms
No description
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. 🔔 Official updates only via twitter @Martin993
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
MCP Server for Simplenote integration with Claude Desktop
Autonomous quantitative trading research platform that transforms stock lists into fully backtested strategies using AI agents, real market data, and mathematical formulations, all without requiring a
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
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.
Django components that know how to render themselves.
'Turn functions and methods into fully controllable objects'
This python module helps converting arbitrary Python objects into JSON strings and back.
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
Local First AI SEO Software on Nix, FastHTML & HTMX
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
A comprehensive suite of protocols, meta-prompts, and orchestration tools designed to streamline software development workflows, project management, and team collaboration. Includes the VibeCode Proto
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
Lightweight hallucination detection framework for RAG applications
AITP Research Charter and Protocol: a charter-first protocol, contract, and adapter surface for AI-assisted theoretical physics research.
Django extension for creating forms that vary according to user permissions
🍀 Self-hosted multi-agent AI orchestrator — chat with Claude, Gemini & Copilot CLI from Telegram, WebEx, or browser. 5 runtimes, 17+ models, task scheduling, skill plugins.
The open framework for extensible & grounded AI agent orchestration.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
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
AI-agent-friendly PyTorch research pipeline — one YAML config drives preflight, training, Optuna HPO, and real-time TUI monitoring
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 — built to help studen
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
🛠️ Build a robust AI Kernel for stable, auditable, and sovereign AI systems, ensuring secure execution and compliance across various domains.
🔍 Enable local LLMs with real-time Google search, live feeds, OCR, and video insights using noapi-google-search-mcp server tools.
GAN-inspired multi-agent system that autonomously builds full-stack web apps from a single prompt using Claude AI agents
No description
🧠 Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
⚡ Optimize vector searches with a hyper-efficient cache that uses machine learning for faster, smarter data access and reduced costs.
Microsoft Corporation Azure AI Projects Client Library for Python
Monkey-patching and extensions for django-stubs
PyMuPDF Layout turns PDFs into structured data 10× faster than vision-based tools using AI trained on PDF internals, not images. CPU-only. No GPU required.
A fast and minimal framework for building agentic systems
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized
Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/
SearXNG tool plugin for https://llm.datasette.io/
Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Codex's capability for rapid, complex application development.