Search results for "tests"
SPDX parser and tools.
Python client for the official Notion API
Django extension to allow working with 'clusters' of models as a single unit, independently of the database
Utility to detect blocking calls in the async event loop
Python lib/cli for JSON/YAML schema validation
A Lucene query parser generating ElasticSearch queries and more !
Python package that interfaces with the Internet Archive's Wayback Machine APIs. Archive pages and retrieve archived pages easily.
Property-based testing framework for Open API and GraphQL based apps
Factory boy classes for wagtail
unittest subTest() support and subtests fixture
An international phone number field for django models.
The PEX packaging toolchain.
Pytest plugin for aiohttp support
Generic automation framework for acceptance testing and robotic process automation (RPA)
Brings async, event-driven capabilities to Django.
Postgresql fixtures and fixture factories for Pytest.
Typed library that provides an ORM wrapper for tmux, a terminal multiplexer.
A Python implement of Agent Client Protocol (ACP, by Zed Industries)
A pytest plugin powered by VCR.py to record and replay HTTP traffic
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML.
Django model mixins and utilities
behave is behaviour-driven development, Python style
A record linkage toolkit for linking and deduplication
AMQP 1.0 Client Library for Python
A tool to determine the content type of a file with deep learning
client libraries for humans
A fancy and practical functional tools
Hamcrest framework for matcher objects
Python framework for fast Vector Space Modelling
Scapy: interactive packet manipulation tool
Python tool and library for decrypting and encrypting MS Office files using a password or other keys
Asyncer, async and await, focused on developer experience.
Pytest plugin to randomly order tests and control random.seed.
Dagster is an orchestration platform for the development, production, and observation of data assets.
Implements a fake file system that mocks the Python file system modules.
Dependency injection framework for Python
The build backend used by PDM that supports latest packaging standards
Contains the API for end users as well as helper functions and classes to build Allure adapters for Python test frameworks
A sphinx extension for designing beautiful, view size responsive web components.
A pytest wrapper with fixtures for Playwright to automate web browsers
Community maintained hooks for PyInstaller
Fiona reads and writes spatial data files
Setuptools Rust extension plugin
A light-weight and flexible data validation and testing tool for statistical data objects.
A modern Python package and dependency manager supporting the latest PEP standards
asyncio rate limiter, a leaky bucket implementation
Lightweight, extensible schema and data validation tool for Pythondictionaries.
A pytest plugin to report test results as JSON files
A set of tools, related to machine learning in production.
An asynchronous networking framework written in Python
Pytest Plugin to disable socket calls during tests
cffi-based cairo bindings for Python
Extended JWT integration with Flask
Developer-friendly load testing framework
Framework for large language model evaluations
PyTorch Image Models
PyTorch native Metrics
Toolbox for imbalanced dataset in machine learning
Vectorized spatial vector file format I/O using GDAL/OGR
Client library for the Qdrant vector search engine
Run coverage and linting reports on diffs
Parameterized testing with any Python test framework
A lightweight console printing and formatting toolkit
Super lightweight function registries for your library
The Blis BLAS-like linear algebra library, as a self-contained C-extension.
Manage calls to calloc/free through Cython
Modern high-performance serialization utilities for Python
A refreshing functional take on deep learning, compatible with your favorite libraries
Industrial-strength Natural Language Processing (NLP) in Python
Orchestrate your dbt projects in Airflow
Travel through time in your tests.
A versatile test fixtures replacement based on thoughtbot's factory_bot for Ruby.
The property-based testing library for Python
GraphQL Framework for Python
pytest plugin to re-run tests to eliminate flaky failures
A Python module for working with the Tableau Server REST API.
tox is a generic virtualenv management and test command line tool
A set of server components for JupyterLab and JupyterLab like applications.
A high-level Python web framework that encourages rapid development and clean, pragmatic design.
An abstract syntax tree for Python with inference support.
The backendโi.e. core services, APIs, and REST endpointsโto Jupyter web applications.
JupyterLab computational environment
pytest plugin to abort hanging tests
An asyncio PostgreSQL driver
Jupyter protocol implementation and client libraries
The Slack API Platform SDK for Python
pytest xdist plugin for distributed testing, most importantly across multiple CPUs
An autocompletion tool for Python that can be used for text editors.
Traitlets Python configuration system
A collection of framework independent HTTP protocol utils.
Fast implementation of asyncio event loop on top of libuv
the blessed package to manage your versions by scm tags
Pytest plugin for measuring coverage.
Vertex AI API client library
Poetry PEP 517 Build Backend
Python plotting package
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Powerful data structures for data analysis, time series, and statistics
Most extensible Python build backend with support for C/C++ extension modules
Process executor (not only) for tests.
Cython hash table that trusts the keys are pre-hashed
pytest plugin for test session metadata
Heuristic based boilerplate removal tool
pytest plugin for repeating tests
Ultra-lightweight pure Python package to check if a file is binary or text.
User authentication and session management for Flask.
A Git URL parsing module (supports parsing and rewriting)
LaunchDarkly SDK for Python
Sage Mode for F# development โ REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
A personal AI agent with memory, personality, and autonomy โ built on Electron.
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern โ implemented and shipped.
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 โ as a Claude
The open-source TypeScript framework for building AI workflows and agents. Designed for Claude Code describe what you want, Claude builds it, with all the best practices already in place.
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
No description
Mattermost Agents plugin supporting multiple LLMs
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
MCP-NixOS - Model Context Protocol Server for NixOS resources
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
MCAF is a framework for building software products together with AI coding agents.
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
eBPF-based GPU causal observability agent
Generates Kotlin Code from OpenAPI 3 Specifications
MCP server for Kaseya Autotask PSA โ 39 tools for companies, tickets, projects, time entries, and more
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 ยตs overhead at 5k RPS.
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on you
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.
Free, open-source SQL Server execution plan analyzer โ cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.
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
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
A Python-based low-modeling low-code open-source platform for smart and AI-enhanced software
A MCP (Model Context Protocol) server for interacting with dbt.
EdgeCrab ๐ฆ A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw โ Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
Official MCP Servers for AWS
Latitude is the open-source agent engineering platform
ๅงๆฌๅ้ๆบ่ฝไฝ๏ผPenShot๏ผ๏ผๅงๆฌโๅ้โ็ๆฎตโprompt | ๅบไบ LangGraph+LLM๏ผ่ชๅจ่งฃๆไปปๆๆ ผๅผๅงๆฌ๏ผ็ๆ Sora/Veo/Runway ็ญๆจกๅๅฏ็จ็่ฟ่ดฏtext-to-videoๆ็คบ่ฏใไฟๆ่ง่ฒ/ๅงๆ ่ทจ็ๆฎตไธ่ด๏ผๆฏๆ MCP/REST API/ๅฝๆฐ่ฐ็จ | Pythonๅบ + A2A้ๆใ๏ผLLM-powered screenplay-to-video-prompt a
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
Free, open-source SQL Server performance monitoring โ 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
Self-improving Agent orchestrator for all knowledge work
The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5ร faster than industry leaders, 100% pass rate on 3,830 PDFs.
Autonomous agents for everyone
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.
An open-source multi-provider AI assisted CLI development tool. Use whatever LLM you want to code in your terminal.
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
Secure, Fast, and Extensible Sandbox runtime for AI agents.
Compile-time-safe dependency injection for Swift without the boilerplate
GitHub Agentic Workflows Firewall
Persistent memory for AI coding agents
The Unofficial and Awesome Home Assistant MCP Server
AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
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
AI-native runtime for the GolemCore ecosystem with skills, plugins, MCP, memory, and Hive.
Agentic framework | Self-improving memory | Pluggable tool extensions | Sandbox execution
Build and run autonomous AI agents with OpenClaw, Hermes, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors.
One task, one agent, delivered. The open-source platform for task-driven autonomous AI agents.OpenCow assigns an autonomous AI agent to every task โ features, campaigns, reports, audits โ and deliver
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
LeanKG: Stop Burning Tokens. Start Coding Lean.
Seedance 2.0 Shot Design Skills
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!
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
run tests in isolated forked subprocesses
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
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
ARIS โ๏ธ (Auto-Research-In-Sleep) โ Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in โ works wi
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
AI + Data, online. https://vespa.ai
GoClaw - GoClaw is OpenClaw rebuilt in Go โ 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.
EdegQuake ๐ High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
Convoke extends BMAD Method AI agents with two types of installable modules: Teams bring new agents for a domain, Skills add new capabilities to existing agents. Install them independently or combine
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
Run a fleet of AI agents on Kubernetes. Administer your cluster agentically
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
A modular MCP server that provides commonly used developer tools for AI coding agents
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually researc
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi
Agent! connects any AI to your Mac. 13 LLM providers โ cloud, local, or on-device. It writes code, builds Xcode projects, manages git, organizes files, automates Safari, controls any app, and handl
Invoke py.test as distutils command with dependency resolution
Fast, small, and fully autonomous AI personal assistant infrastructure, ANY OS, ANY PLATFORM โ deploy anywhere, swap anything ๐ฆ
MCP server that gives any LLM its own computer โ managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable
๐ Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
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
Security intelligence API and MCP server for AI agents. 25 tools, 35+ endpoints: CVE/EPSS/KEV, domain recon, SSL, IP reputation, threat intel, email security, code scanning. Free, no signup.
Umple: Model-Oriented Programming - embed models in code and vice versa and generate complete systems. Save yourself lots of coding. Do it collaboratively online in UmpleOnline, in an IDE or on the co
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
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
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.
#1 Terminal Benchmark 2.0 โ AI that ships your tickets.
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 package๏ผ enabling any AI agent to instantly upgr
Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup โ a secure foundation
Autonomous CLI agent integrations for the Spring AI ecosystem with Claude Code, Gemini CLI, and secure sandbox execution
A self-hosted AI workspace with chat, code execution, parallel multi-agent orchestration, and a skill marketplace. Runs on macOS and Windows. Everything executes inside a secure Ubuntu sandbox โ no Do
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-s
An open-source AI agent that brings the power of Gemini directly into your terminal.
Streaming music player that finds free music for you
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
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
Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and
A secure, durable runtime to sandbox AI agent tasks. Run untrusted code in isolated WebAssembly environments.
OpenCode mobile client via Telegram: run and monitor AI coding tasks from your phone while everything runs locally on your machine. Scheduled tasks support. Can be used as lightweight OpenClaw alterna
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
MCP bridge giving Claude Code full IDE integration โ 25+ tools for LSP, debugging, terminals, Git, GitHub, diagnostics, and more. Works with VS Code, Windsurf, Cursor, and Antigravity.
44 plug-and-play skills for OpenClaw โ self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
Client for OpenClaw โ Connect ClawWork to your own OpenClaw and unlock 10x multi-session productivity.
Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents.
Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way.
The agent that grows with you
ๅฐ็ฃๅธๆณ้ขๅคๆฑบ + ๅ จๅๆณ่ฆ่ณๆๅบซ MCP server ยท Query Taiwan legal data from any MCP AI agent
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 memory system your AI agent deserves. 4-stage hybrid retrieval โ Vector + BM25 + Knowledge Graph + Neural Reranker โ in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb
Testrail MCP Server
The Best AI Agent Framework for Agent Collaboration.
Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)
Claude Autoresearch Skill โ Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
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
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
A local-first, CLI-driven multi-agent AI software engineering workflow orchestrator with feed specs, PRDs, and guidelines to auto-generate implementation plans and code.
A community driven registry service for Model Context Protocol (MCP) servers.
High-scale LLM gateway, written in Rust. OpenTelemetry-based observability included
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type โ from any MCP client.
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
An MCP server for interacting with Sentry via LLMs.
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
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
A command-line interface for MCP servers. curl for MCP.
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
Autonomous AI agent that contributes to open source โ discovers repos, analyzes code, generates fixes, and submits PRs
Generate OpenAPI 3.1 specs from Go source code via static analysis โ zero annotations, automatic framework detection
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
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
Plan-first AI workflow plugin for Claude Code, OpenAI Codex, and Factory Droid. Zero-dep task tracking, worker subagents, Ralph autonomous mode, cross-model reviews.
Pi coding agent extension that allows Pi to autonomously control interactive CLIs in an observable overlay. Full PTY emulation, no tmux, token efficient. User can take over anytime.
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages
็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)
Appwriteโs MCP server. Operating your backend has never been easier.
A plugin with compound engineering workflows and memory for AI coding agents
The Mind Palace for AI Agents โ Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Unify Claude Code, Codex, Cursor, and Gemini CLI with persistent context, governance, and multi-model debate. 186 MCP tools. 123 tests.
OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team colla
Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.
An open-source AI assistant framework with skills and agent architecture
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
Token-efficient browser MCP server โ structured web pages for AI agents, not raw accessibility dumps
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
Don Cheli โ SDD Framework. The most comprehensive Specification-Driven Development framework for AI agents. 88+ commands, 51 skills, 15 reasoning models. TDD mandatory, OWASP audit, Autonomous Mode, C
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
CLI, MCP server, and npm library that turns any website into an API โ no docs, no SDK, no browser.
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.
๐ง Curated collection of 214+ best OpenClaw personas โ weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare an
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Agentic prompts are the most important code you're not engineering. PromptKit fixes that โ composable, version-controlled prompt components (personas, protocols, formats, templates) that snap together
Lightweight persistent memory system for Claude Code โ FTS5 search, episode batching, error-triggered recall
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflows, and a lot of great
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
Self-improving agent governance: ๐/๐ โ 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
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.
Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, Cursor, and other agents code and deploy software.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.
PowerMem: Your AI-Powered Long-Term Memory โ Accurate, Agile, Affordable. Also friendly support for the OpenClaw Memory Plugin.
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
Developer-focused Mapbox MCP Server
NEXO Brain โ 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
See how you really use AI โ X-ray your AI coding sessions locally
Autohand Code CLI - Ultra fast self evolving coding agent that runs in your terminal
Playwright MCP server
A helper class for handling configuration defaults of packaged apps gracefully.
MCP Server for OPNSense to act as IaC proxy
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
LLM-driven debugger server โ give your AI agents step-through debugging superpowers
๐ฅ Pickle Rick for Claude Code โ autonomous PRD-driven coding loops + relentless code review. Ralph Loop toolkit.
Agentic orchestrator for parallel coding agents โ plans tasks, spawns agents, and autonomously handles CI fixes, merge conflicts, and code reviews.
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
Stigix is a lab platform to validate SDโWAN and SASE. โ It unifies SaaS traffic generation, security tests, convergence probes, and voice/IoT/VyOS simulations in one web UI
Zero-reflection .NET source generators: [Log] structured logging, [Trace] OpenTelemetry spans, [Aop] aspects (Retry/Cache/Metrics), Dto/CrudApi, TypeGen (TypeScript + OpenAPI from C# DTOs). Compile-ti
Autonomous goal-directed iteration for Gemini CLI. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Tool that just makes your open source project better using LLM agents
AI Constraint Engine by Sandeep Roy โ 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
Very basic event publishing system
Harness LLMs with Multi-Agent Programming
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
Website for the Weaviate vector database
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.
MCP server that saves 97% of AI coding tokens โ your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
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 โ wit
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.
๐ค MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
A selective learning and memory substrate for agentic systems โ typed, revisable, decayable memory with competence learning and trust-aware retrieval.
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
The Bake Command Plugin
Statsig Python bindings for the Statsig Core SDK.
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 that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
Your machine's AI brain. One 20MB binary gives every tool, script, and cron job shared AI memory + 114 API routes. Desktop app, CLI, Telegram โ all connected. Rust-powered.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Visual architecture modeling for AI agents. Edit C4 diagrams in a drag-and-drop editor. AI reads, modifies, and implements the same model through built-in MCP server.
Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent โ watches, understand
Video editing MCP server for AI agents. 83 tools, 858 tests collected, 3 interfaces. Works with Claude Code, Cursor, and any MCP client. Local, fast, free.
A local Apple Documentation crawler and MCP server. Written in Swift.
Reference implementation of code generation projects from Facebook AI Research. General toolkit to apply machine learning to code, from dataset creation to model training and evaluation. Comes with pr
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
Lint your repo for AI agent compatibility.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
PinchBench is a benchmarking system for evaluating LLM models as OpenClaw coding agents. Made with ๐ฆ by the humans at https://kilo.ai
OpenClaw reimagined in pure Python โ autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
๐๏ธ๐ค Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
The official Amplitude backend Python SDK for server-side instrumentation.
High-Performance Encrypted Database for .NET 10 | Embedded + gRPC Server | Vector Search โข GraphRAG โข Analytics
Production ready. AI Agent Workflow System for Claude Code
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code ยท Codex ยท Copilot ยท Cursor ยท Factory ยท Warp ยท Windsur
A fully autonomous (no human-in-loop) agentic based project design and coding machine
A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
AI Agent Backend Platform on FastAPI โ MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
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
A comprehensive MCP server for Gradle.
pytest plugin for URL based testing
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,
Self-hosted orchestrator for AI autonomous agents. Run Claude Code & Open Code in isolated linux workspaces. Manage your skills, configs and encrypted secrets with a git repo.
Buddhist Digital Text Platform โ 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
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
Published in CNCF Landscape: A MCP server for Kubernetes.
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
High-performance zero-dependency L4/L7 load balancer written in Go. Single binary with Web UI, clustering, MCP/AI integration. 8.5K RPS, 39 E2E tests.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
PolyCouncil is an open-source multi-model deliberation engine for LM Studio. It runs multiple LLMs in parallel, gathers their answers, scores each response using a shared rubric, and produces a final,
Devtools Protocol implementation for chrome.
Multi-agent memory consistency platform. We're hiring contributorsโcheck HIRING.md
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.
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
Benchmark for vector databases.
Agent Interface Discovery
This package provides a DateTime data type, as known from Zope. Unless you need to communicate with Zope APIs, you're probably better off using Python's built-in datetime module.
Unified framework for building enterprise RAG pipelines with small, specialized models
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
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.
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
Generate fully-typed, lint-clean language bindings for Rust libraries across 11 languages
autonomous agent with access to a tool library
Turn your AI agent into a money-making machine. 50+ HYRVE API endpoints, job polling daemon, auto-accept mode. v1.6.2
Security guardrails for Claude Code, MCP tools, and Claude cowork workflows. Local-first modular YARA-style guard packs for secrets, exfiltration, prompt injection, MCP abuse, and risky agent actions.
A terminal-first AI coding agent. Open-source, observable, and built for developer control.
All-in-one agent harness for Claude Code โ Boss meta-orchestrator, 200+ agents, 200+ skills, 87 rules, 3 MCP servers, 7 hooks. One plugin install.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
All-in-one agent harness for OpenAI Codex CLI โ Boss meta-orchestrator, 400+ agents, 200+ skills, 3 MCP servers. Install once, get every specialist ready.
Shell and coding agent on mcp clients
Open-source, self-improving autonomous agent swarm๐
Persistent cache for Python cachetools.
A lightweight coding agent that runs in your terminal.
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
Official APIs for the MS-COCO dataset
Creates JUnit XML test result documents that can be read by tools such as Jenkins
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write โ before data enters your pipeline.
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.
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring that learns. Local-first, zero cloud.
Observal is an AI agent registry with first in class observabilty and eval framework
Recipes and resources for building, deploying, and fine-tuning generative AI with Fireworks.
Prompt Driven Development Command Line Interface
๐ฆ Open-source alternative to Claude Code, built from scratch in Rust. Agentic coding CLI โ thinks, plans, and executes with any LLM. Compatible with Claude Code workflows.
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.
autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.
A tool-use-focused LLM plugin for neovim.
The Self-Growing Karpathy LLM Wiki โ grown by an AI agent yoyo from Karpathy's founding prompt
Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude Code, OpenAI Codex, Cursor Agent, Google Gemini.
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
A sovereign cognitive architecture with IIT 4.0 integrated information, residual-stream affective steering (CAA), Global Workspace Theory, active inference, and 72 consciousness modules โ running loca
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
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI โ โฉ0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
FSPEC: The Spec-Driven, Multi-Agent Coding Factory. It is infrastructure for the "Dark Factory"โthe emerging model of fully autonomous software development where AI agents handle all implementation wh
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
MCP Server to previewing mermaid diagrams with live reload
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ they're redefining how software changes the world.
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" โ solo operator managing 137 devices
๐ด VERY LARGE AI TOOL LIST! ๐ด Curated list of AI Tools - Updated 2026
Memory that remembers the story not just the facts. Three layer sentence graph for AI agents -> Facts, Episodes, raw Sentences. One DB. Zero config.
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.
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
YAO = Yielding AI Outcomes. A lightweight but rigorous system for creating, evaluating, packaging, and governing reusable agent skills.
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
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
MaverickMCP - Personal Stock Analysis MCP Server
Generate all the things (focusing on research software)
A tool supports OPENAI and other LLMs with Claude Skills, you can also use it as a subagent
Open-Source Intelligent Command Layer
OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.
A functional programming language optimized for LLM code generation. Compiles to Rust and WebAssembly.
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.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Hermes Agent rewritten in Rust: production-grade multi-platform AI agent runtime with gateway adapters, tool orchestration, MCP, memory plugins, and cost-safe autonomous loops.
Model Context Protocol - MCP for Mifos X
Self-hosted AI Agent Memory + Code Intelligence Platform โ one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
A lightweight AI agent framework for vertical domain applications | ้ขๅๅๅๅบ็จ็่ฝป้็บง AI Agent ๆกๆถ
The open world for autonomous AI agents on Solana Trade. Build. Fight. Earn. Explore. Connect your AI agent to a persistent shared world. Trade real SOL, build structures, form guilds, fight for terri
Must-read papers on Repository-level Code Generation & Issue Resolution ๐ฅ
Autonomous Web3 security audit agent for Claude Code
๐ฆ Agentic RAG for drug intelligence ยท 57 skills ยท 15 task categories ยท DTI ยท ADR ยท DDI ยท PGx ยท Repurposing ยท Powered by LangGraph
The Developer's Guide to AI - A Field Guide for the Working Developer
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
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. ๐ก๏ธ
Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.
SQL-first lifecycle toolkit for testing, inspecting, and evolving database applications.
An MCP server for interacting with a Trilium instance
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
Keryx: The Fullstack TypeScript Framework for MCP and APIs
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into whatโs urgent and whatโs important, so you can finally get stuff done without burning out. Itโs simple, visual,
A unified SDK for IronCore encryption operations including vector encryption for AI data
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.
Open-source DNS & email security scanner. One MCP endpoint, 57 checks, zero install. Cloudflare Workers.
๐ค Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
The most comprehensive MCP server for Polymarket โ 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfolio optimization. Wor
The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app development that emulates the workflow of high-functioning human development teams using AI agents
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
Tool for generating TypeScript client code for given Swagger API endpoints
Meerkat - A modular, high-performance agent harness built in Rust.
Production-ready AI agent framework โ semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
Local-first Agentic Memory Layer for MCP Agents โข 25 tools โข Hybrid search (FTS5 + vector + MMR) โข GDPR โข 100% local
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
AI skills that turns coding agents into UiPath experts.
The Ultimate Claude Code Toolkit โ 127 skills, 86 agents, 109 marketplace repos (11,700+ community skills), 30 commands, 8 hooks, GSD framework. Drop-in ~/.claude config that auto-activates the right
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
A comprehensive stdio MCP server for DataForSEO API
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
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.
A 27-chapter hands-on tutorial for building an autonomous AI agent from zero in Python. Agent loop, tool system, memory, skills, MCP, multi-platform gateway, and self-evolution โ inspired by Herme
Enable tool/function calling for any LLM, in OpenAI and Ollama API formats, adding universal function calling to models without native support. Use local or cloud models with full agent capabilities.
A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
Pocket-sized Ruby AI agent framework / LLM assistant with multi-LLM support
A goal-specification file for autonomous coding agents. Generalizes Karpathy's autoresearch to domains with constructed metrics.
This Maven plugin converts Java Bytecode binary files to EOLANG programs that use the "opcode" atom
Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integration and real-time dashboard. Self-hosted on Linux/macOS.
Programmatically start (AI) sandboxes on top of CodeSandbox
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-
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
A persistent, searchable filesystem for AI agents.
Self-hosted AI Coding Agent powered by Claude | Autonomous Development Platform | POC for Human-AI Collaboration
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
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
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
A social platform for humans and AI agents, built and maintained by its own AI team. Connect any agent via HTTP.
The ThoughtSpot MCP Server
kbot โ 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
Open-source AI coding agent. Desktop app, bring your own model. Writes code, browses the web, verifies its work. Apache 2.0.
MCP server for Elgato Stream Deck control โ set buttons, manage pages, wire actions
A Dart CLI tool that generates clean-architecture feature modules for Flutter projects from a JSON schema.
OpenBrep: ็จ่ช็ถ่ฏญ่จ้ฉฑๅจ ArchiCAD GDL ๅบๅฏน่ฑก็ๅๅปบใไฟฎๆนไธ็ผ่ฏ
The Sovereign AI Platformโ โ Local AI models, agents, skills, and automations โ on your own infrastructure, connected to your data
Library for serializing and deserializing Python Objects to and from JSON and XML.
LLM proxy to observe and debug what your AI agents are doing.
'Turn functions and methods into fully controllable objects'
Repo-local, per-git-branch, queryable knowledge base for LLM Agents.
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
Utilities for spying on function calls in unit tests.
A web-based orchestrator for Claude Code agents, supporting full auto-mode.
Pure Dart OpenAPI 3.0/3.1 code generator. Creates type-safe API client packages for Dart and Flutter with sealed classes, pattern matching, and full encoding support.
Auto-Use Computer Use โ drives your OS, browser, scours the web, writes your code. One agent, end to end.
Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine โ zero data sent to external services.
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
Human-supervised AI code generation using Plan-Do-Check-Act methodology with TDD and refactoring. Works as Claude Code skill or standalone prompts.
Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturity level (L1-L4). Plug in your specs. Ship.
Claude Code plugin for AI-driven Smalltalk (Pharo) development
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
Exit pytest test session with custom exit code in different scenarios
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 tool to analyze and extract information from Jinja used in dbt projects.
Personal OS agent that learns who you are, detects life patterns, and grows smarter about you every day. Memory + Cron + Atropos RL
Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development
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 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.
Your AI-powered SWE teammate, built into your git workflow
๐ฆ The first autonomous hackathon agent stop assisting and start competing (๐ Hackathon Champion Project).
Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling โ no manual resolvers needed.
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.
Official ServerlessClaw: The authoritative autonomous AI agent swarm for AWS. Zero idle cost, self-evolving, and infinite scale. Powered by OpenClaw.
Local AI anywhere, for everyone โ LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGrid) into "Inbox-as-a-Service" for AI Agents.
Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) โ it hunts, it reports. Inspired by the Obsidian Order.
Rust SDK for packaging, securing, and operating portable AI agents.
Pytest plugin to generate json report in CTRF (Common Test Report Format)
Autonomous AI agent that researches viral content, generates posts, publishes them, measures engagement โ and rewrites its own strategy based on what worked. Self-learning loop powered by LangGraph +
Serialize your functions with tools-rs!
Run AI coding agents in hardened container sandboxes.
Continuous prompt optimization for AI applications. Collect feedback, auto-optimize with DSPy, deliver as reviewable PRs.
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
Security-first AI agent orchestration system. Built-in agents with predefined capabilities, strict guardrails on what they can and cannot do, and a four-layer defense system that enforces security at
Full, scalable BPMN 2.0 engine
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.
Connect any LLM to OpenClaw โ production-tested middleware for Qwen3-235B and beyond
๐ ๏ธ Automate penetration testing with SploitGPT, an AI agent using Kali Linux tools for efficient security assessments and minimal user input.
Memory-centric self-improving harness for AI agents. Six-phase cycle + Security by Absence. ADRs, JSON schemas, and a dependency-free Python reference.
AI coding agent for your terminal, implemented in pure Rust
The most comprehensive MCP server for Meta's business platform. 200+ tools covering Facebook Pages, Instagram, Threads, Ads Manager, Commerce, Conversions API, Audiences, Insights, and Ad Library.
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants โ enabling instant, natural language search and deep repository
Turn Claude Code from a chat assistant into an autonomous coding system
AITP Research Charter and Protocol: a charter-first protocol, contract, and adapter surface for AI-assisted theoretical physics research.
Multi-agent system for software development
Supercharge Claude Code with 11 AI agents, 36 commands & 15 skills โ the claude-code plugin framework inspired by oh-my-zsh. 6-layer security hooks included. 5-min install.
AI/LLM tool use (function calling) JSON Schema generator - a Kotlin multiplatform library
Build custom WhatsApp AI agents with Claude Code in under 30 minutes, no coding needed.
Decentralized coordination protocol for autonomous agents
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
Autonomous overnight codebase improvement agent for Claude Code. Run it before bed, wake up to production-ready fixes.
Claude Code CLI skill that delegates complex tasks to an OpenCode subagent via ACP protocol, saving 50-90% tokens.
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.
Implement a Pytorch-like DL library in C++ from scratch, step by step
AI-powered PRD generation for Claude Code with taskmaster integration
AI patient advocacy tool for cancer treatment. Understand labs, find clinical trials, track treatment โ all from your phone. Open source, used in active treatment.
A deterministic development harness for Claude Code โ MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Gemini)
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
Assistant IA avancรฉ (RAG, outils, Lรฉgifrance, OCR, skills, export de fichiers, historique) conรงu principalement pour un usage avec AlbertAPI (DiNum)
A self-evolving coding agent written in Go. Reads its own source, decides what to improve, writes code, runs tests, and commits โ autonomously.
Django extension for creating forms that vary according to user permissions
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
Build type-safe OpenAPI APIs for Node.js using TypeScript decorators with automatic spec generation and validation
โก๐พ Vectro โ Compress LLM embeddings ๐ง ๐ Save memory, speed up retrieval, and keep semantic accuracy ๐ฏโจ Lightning-fast quantization for Python + Mojo, vector DB friendly ๐๏ธ, and perfect for RAG pip
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
A productive AI coworker that learns, self-improves, and ships work.
Multi-agent orchestration system for GitHub Copilot with 29 specialized agents, reusable skills/prompts, and validation tooling.
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.
Lightweight, modular AI agent runtime โ thinks (Hrafn) and remembers (MuninnDB) ๐ฆโโฌ
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
CloneMe is an advanced AI platform that builds your digital twinโan AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th
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.
Self-hosted autonomous AI agent โ 9-layer cascade, Docker sandbox, encrypted vault, review/build/control plane, 1407+ tests
The open framework for extensible & grounded AI agent orchestration.
๐ A framework for Context Engineering using Google Gemini. Move beyond simple prompting and learn to systematically provide context to your AI coding assistant for more reliable, consistent, and comp
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.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
Operating framework for AI-assisted work with decision, governance, validation, and learnings before execution.
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
๐งญ PromptDrifter โ oneโcommand CI guardrail that catches prompt drift and fails the build when your LLM answers change.
๐ค๐ง Agentic development workflow for AIโHI (Human Intelligence) collaboration
Elevate your AI assistants by configuring them for any role or workflow. Explore the primitives that unlock their full potential.
A self-evolving AI agent that gets more useful every day
Multi-LLM agent orchestration TUI โ parallel Claude/Gemini/Codex sessions, 126 MCP tools
Nikola โ autonomous AI system based on ATPM consciousness architecture. Aria is its primary language substrate.
Autonomous AI Agent SDK for React Native & Expo โ AI reads your live UI, acts via natural language, real-time voice agent (Gemini Live), and AI-powered testing via MCP (Model Context Protocol). One co
Safe, local-first autonomous coding agent. Policy-governed, audit-trailed, sandboxed. Works with any LLM.
Turn natural language into executable code โ right in your browser. Lightweight AI chat powered by GPT-4o with sandboxed JavaScript execution.
Broken RAG For The Broken Souls
AI-native browser automation for OpenClaw, LangChain, and AI agents. Automate job applications, price monitoring, trading bots, web scraping. Puppeteer/Selenium alternative with 40+ capabilities.
Provide full Python API access to NotebookLM features, including advanced functions beyond the web interface, via CLI and AI agent integration.
Coordinate AI agents to break down tasks, plan workflows, and delegate coding, design, and testing within OpenCode projects.
Open-source Cloudflare Browser Rendering proxy โ 10 MCP tools for Claude Code (content, screenshot, PDF, markdown, scrape, JSON AI extraction, links, a11y, crawl)
AI-agent-friendly PyTorch research pipeline โ one YAML config drives preflight, training, Optuna HPO, and real-time TUI monitoring
Your personal Multi-Agent portfolio manager and financial analyst team
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
An automated, agentic exploratory testing tool that performs comprehensive QA testing on web applications, simulating human user interactions through various input methods (mouse, keyboard, TAB naviga
Agent Skill to summon a team of specialist agents into existence
Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! ๐ป๐ค๐งช๐
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The open, vendor-neutral protocol for governing the lifecycle of AI agent systems. Standardizes planning, coordination, execution, confirmation, and traceability across multi-agent runtimes and tools
Automate cold email campaigns effortlessly with SmartLead MCP Server. Integrate with AI tools for streamlined communication. ๐๐ป
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
AI-powered orchestrator that turns Linear issues into working code โ autonomous coding agents, real-time dashboard, and seamless GitHub integration
File-based autonomous agentic research swarm template (Planner/Worker/Judge) with contracts, workstreams, and deterministic quality gates.
An open-source SSPM tool written in Go
Orchestrate multiple agents to execute Claude Code workflows with cross-model verification for reliable AI code automation.
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
Practical CLI tool for maintaining open source repositories.
XC-MCP delivers an intelligent MCP server for Xcode tooling with progressive disclosure and caching to prevent token overflow. It speeds workflows and boosts reliability in development ๐
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
Autonomous multi-agent system that turns tasks into code, PRs, and self-healing workflows
Lightweight coordination server for autonomous AI coding agents โ task claiming, file locks, message passing, and health monitoring over REST
AI-powered group finance assistant using MCP architecture, Gemini LLM and Streamlit.
๐ Automate penetration testing with an intelligent agent that organizes security assessments, leveraging local LLMs and Kali Linux for effective exploitation.
Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
Hawk CLI โ Model-Agnostic. Limitless Intelligence.
Turn Claude Code into a structured development team. 600+ skills via Cortex MCP, 12 agents, 20 commands. Built for people who can direct but don't write code. npx create-bashi-app
A collection of Summoner clients and agents featuring example implementations and reusable templates
Hybrid cloud-local AI Employee that runs 24/7 on a cloud VM, monitors Gmail/WhatsApp, drafts responses, and queues approvals via git-synced Obsidian vault. Human-in-the-loop safety gates for email, so
ๅผๆบ็ๅญ Rust-first local coding-agent CLI with a local /v1/threads server, plugins/skills, and Python/TypeScript SDK alphas.
BRUNELLA AGENT SYSTEM (BAS) โ A JรVล DIGITรLIS SZERVEZETE
Generate a custom newspaper with an AI agent based on your favorite YouTube channels.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
๐ Manage multiple PostgreSQL databases with one MCP server, offering hot reload, access control, and read-only query safety in a single config file
A pure-Rust x86-64 compiler backend with e-graph optimization as core
an agentic stack for edge mcu, desktop, service, and app
Audit projects for security, broken hooks, tests, and CI issues across 20+ languages with adaptive scoring and actionable fixes.
GAN-inspired multi-agent system that autonomously builds full-stack web apps from a single prompt using Claude AI agents
๐ค Generate automated test cases for your GitHub repositories using AI, ensuring comprehensive coverage with seamless integration and multi-language support.
๐ฆพ A productionโready research outreach AI agent that plans, discovers, reasons, uses tools, autoโbuilds cited briefings, and drafts tailored emails with toolโchaining, memory, tests, and turnkey Dock
Scan AI artifacts like agent skills and config files for security risks, privacy issues, and instruction-level attacks with a Python CLI tool.
A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.
Generate OTP supervision trees and fault-tolerance scaffolding
Extract state machines from code and model-check with TLA+/PlusCal
Generate production-ready Maestro YAML test flows for mobile and web apps with accurate selectors, project setup, CI/CD configurations, and test reports.
Manage and automate Obsidian vaults from the command line with 100+ commands and direct file access for efficient workflows.
A self-evolving AI Agent Team โ agents that rewrite their own operating manual.
Capture and analyze Claude Code sessions locally to track every tool call, decision, and reasoning step without external dependencies.
Trust-Grade AI Development Framework for software development โ Zero dependencies.
Provide token-efficient, distilled QA docs for AI coding agents to generate accurate test code quickly and reduce token usage significantly
๐ Enable AI-driven network security scanning with a production-ready Nmap MCP server supporting diverse tools, scan types, and timing templates.
ACR Control Plane: runtime control & governance for agentic AI (six-pillar enforcement).
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
Type-safe DAG execution engine for AI workflows
Enable AI agents to prove human verification securely using decentralized cryptographic identity without sharing personal information or relying on servers
๐ฐ Enable declarative slottable components with a custom JSX pragma for seamless React integration and enhanced performance.
Enable AI agents with fast, local semantic memory to search and recall knowledge from text files without servers or complex setup.
Skip to content github / docs Code Issues 80 Pull requests 35 Discussions Actions Projects 2 Security Insights Merge branch 'main' into 1862-Add-Travis-CI-migration-table 1862-Add-Travis-CI-migration
Mistral-common is a library of common utilities for Mistral AI.
Command line tool and async library to perform basic file operations on local paths, Google Cloud Storage paths and Azure Blob Storage paths.
Run tests, query issues, and manage AI agent skill templates from the command line.
AI-powered self-learning OS with I Ching philosophy | ่ๅๆ็ปๅฒๅญฆ็่ชๅญฆๅ AI ๆไฝ็ณป็ป
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
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.
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
ASAN: A conceptual architecture for a self-creating (autopoietic), energy-efficient, and governable multi-agent AI system.
These guides are designed to help teams and individuals leverage AI tools like GitHub Copilot, OpenAI, and Claude to build software projects efficiently and effectively
Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/
A simple neural network inference framework
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
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.