freshcrate

Search results for "validation"

235 results found
agentops📁v2.37.2🌿 Growing266

The operational layer for coding agents. Memory, validation, and feedback loops that compound between sessions.

ai-agents-reality-check📁0.0.0🌿 Growing57

Benchmarking the gap between AI agent hype and architecture. Three agent archetypes, 73-point performance spread, stress testing, network resilience, and ensemble coordination analysis with statistica

openclaw-engram📁v9.3.142🌿 Growing54

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.

PraisonAI📁v4.6.25🌳 Mature6,900

PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R

npcpy📁v1.4.21🌳 Mature1,287

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

axonhub📁v0.9.35🌳 Mature3,013

⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.

agentmemory📁v0.9.1🌳 Mature738

Persistent memory for AI coding agents

mcp-memory-service📁v10.39.1🌳 Mature1,643

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

clay📁v2.32.0🌿 Growing229

Turn Claude Code into a team workspace. Any device, one command.

moltis📁20260420.02🌳 Mature2,536

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

neurolink📁v9.56.0🌿 Growing121

Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.

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

OmniRoute📁v3.6.9🌳 Mature2,435

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

pickle-rick-claude📁v1.44.3🌱 Seedling19

🥒 Pickle Rick for Claude Code — autonomous PRD-driven coding loops + relentless code review. Ralph Loop toolkit.

cyllama📁0.2.11🌱 Seedling22

A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp

ProxmoxMCP-Plus📁v0.2.1🌿 Growing124

Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.

pilot📁v2.99.1🌿 Growing395

#1 Terminal Benchmark 2.0 — AI that ships your tickets.

awesome-cli-coding-agents📁main@2026-04-18🌿 Growing170

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),

pydantic-ai📁v1.84.1🌳 Mature16,274

AI Agent Framework, the Pydantic way

openclaw-superpowers📁main@2026-04-17🌿 Growing50

44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new

RAGHub📁main@2026-04-17🌳 Mature1,712

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

copilot-money-mcp📁v2.0.1🌱 Seedling21

MCP server for Copilot Money App - AI powered personal finance queries using local data

WeKnora📁v0.4.0🌳 Mature13,819

LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

agentic-memory📁0.0.0🌿 Growing162

No description

by lhl
agentara📁0.0.0🌿 Growing320

Your 24/7 personal assistant powered by Claude Code and OpenAI Codex. Multi-channel messaging, long-term memory, skills, task scheduling, session management, and more — all running locally.

astack📁v0.1.1-beta.0🌱 Seedling31

🤖 A composable framework for building AI applications.

agent-identity-discovery📁@agentcommunity/aid-doctor@1.0.0🌱 Seedling31

Agent Interface Discovery

loquix📁0.0.0🌱 Seedling26

A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.

vibescan📁0.0.0🌱 Seedling48

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 — wit

neuron-ai📁3.3.9🌿 Growing1,834

The PHP Agentic Framework to build production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data. With its modular architecture it's

sdl-mcp📁v0.10.7🌿 Growing121

SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.

cognithor📁v0.92.2🌿 Growing94

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

meta-ads-mcp📁1.0.86🌿 Growing762

MCP server to manage Facebook and Instagram Ads (Meta Ads)

pydantic-deepagents📁0.3.15🌿 Growing648

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

claude-mem-lite📁v2.34.4🌱 Seedling32

Lightweight persistent memory system for Claude Code — FTS5 search, episode batching, error-triggered recall

Autonomous-Agents📁main@2026-04-16🌿 Growing1,211

Autonomous Agents (LLMs) research papers. Updated Daily.

aiagentflow📁v1.0.2🌱 Seedling36

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.

CodeGen📁0.0.0🌳 Mature773

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

AI-Governor-Framework📁0.0.0🌿 Growing78

The Keystone Framework for AI-Driven Code ! Turn any AI coding assistant into a disciplined, project-aware engineering partner that respects your architecture and coding standards

trading📁main@2026-04-21🌱 Seedling27

Paper-first SPY options validation platform with broker-backed scorecards, hard risk gates, paired-trade accounting, and live dashboards.

claude-flows📁0.0.0🌿 Growing93

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect

shai📁v0.0.9🌱 Seedling39

sandboxing shell for ai coding agents

cass_memory_system📁v0.2.8🌿 Growing319

Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other

mcp-client-for-ollama📁v0.28.0🌿 Growing599

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l

apple-mail-mcp📁v0.4.1🌱 Seedling40

🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.

convoke-agents📁v3.3.0🌱 Seedling42

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

AgenticX📁v0.3.7🌿 Growing105

AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m

agent-client📁v0.13.0🌿 Growing90

Autonomous CLI agent integrations for the Spring AI ecosystem with Claude Code, Gemini CLI, and secure sandbox execution

ISC-Bench📁v0.0.5🌿 Growing786

Internal Safety Collapse: Turning the LLM or an AI Agent into a sensitive data generator.

synaptic-memory📁v0.16.0🌱 Seedling25

Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.

cyber-pilot📁v3.7.0-beta🌿 Growing53

Cyber Pilot is a traceable delivery system for requirements, design, plans, and code.

rust-sdk📁rmcp-v1.5.0🌿 Growing3,283

The official Rust SDK for the Model Context Protocol

mxcli📁v0.6.0🌿 Growing61

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

ainativelang📁v1.4.6🌿 Growing66

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

fabric-rti-mcp📁0.5.3🌿 Growing107

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

logfire📁v4.32.1🌿 Growing4,161

AI observability platform for production LLM and agent systems.

panguard-ai📁v1.4.19🌱 Seedling37

Open-source security platform for AI agents -- audits skills before install, monitors 24/7, shares threat intelligence across all users. | AI Agent 開源安全平台 -- 安裝前審計 skill、24/7 即時監控、社群共享威脅情報。

oh-my-pi📁v14.1.2🌿 Growing2,872

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

mission-control📁v2.5.0🌿 Growing1,853

The world's first Autonomous Product Engine (APE): AI agents research your market, generate features, and ship code as PRs. Convoy mode, crash recovery, cost tracking, 80+ API endpoints. Self-hosted v

mcp📁2026.04.20260414152327🌿 Growing8,740

Official MCP Servers for AWS

claude-ads📁v1.5.1🌿 Growing2,207

Comprehensive paid advertising audit & optimization skill for Claude Code. 225+ checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft & Apple Search Ads with weighted scoring, parallel agen

mcpx📁v0.18.6🌱 Seedling30

A command-line interface for MCP servers. curl for MCP.

context-mode📁v1.0.89🌿 Growing7,020

Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms

fastmcp📁v3.2.4🌿 Growing24,460

🚀 The fast, Pythonic way to build MCP servers and clients.

fastapi-agent-blueprint📁v0.4.0🌱 Seedling17

AI Agent Backend Platform on FastAPI — MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.

template-coding-agent📁0.0.0🌱 Seedling42

Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows

memind📁main@2026-04-21🌿 Growing360

Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.

agentic-fleet-hub📁master@2026-04-21🌿 Growing57

Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat scheduling, vault-first secrets, and cross-model peer review — one command to deploy.

mcp-ts-core📁main@2026-04-21🌿 Growing131

Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.

magenta.nvim📁main@2026-04-21🌿 Growing435

A tool-use-focused LLM plugin for neovim.

awesome-prompts📁main@2026-04-21🌿 Growing7,572

Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.

honcho📁main@2026-04-21🌿 Growing2,030

Memory library for building stateful agents

aura📁main@2026-04-21🌱 Seedling47

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

LLM-Agent-Paper-daily📁main@2026-04-21🌱 Seedling20

Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)

Project_Infinity📁main@2026-04-21🌱 Seedling27

Project Infinity leverages MCP and Graph RAG to turn LLMs into a professional D&D 5e Game Master, governed by a dedicated dice server and a persistent player database for a truly consistent adventure.

NeuronFS📁main@2026-04-21🌿 Growing136

mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI — ₩0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.

Cogitator-AI📁main@2026-04-21🌱 Seedling35

🤖 Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.

multi-agent-ralph-loop📁main@2026-04-20🌿 Growing113

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,

deep-code-reasoning-mcp📁main@2026-04-20🌿 Growing105

A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

awesome-code-agents📁main@2026-04-20🌿 Growing94

A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding — they're redefining how software changes the world.

strudel-mcp-server📁v2.0.0🌿 Growing186

A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.

pocketrb📁master@2026-04-19🌱 Seedling37

Pocket-sized Ruby AI agent framework / LLM assistant with multi-LLM support

excalibase-graphql📁main@2026-04-19🌱 Seedling31

Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling — no manual resolvers needed.

grace-marketplace📁main@2026-04-19🌿 Growing120

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.

mcp-rubber-duck📁v1.19.2🌿 Growing154

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

skills-vote📁main@2026-04-19🌱 Seedling31

The Next-Gen Agent-Native Skill Recommendation Engine

AGI-Alpha-Agent-v0📁main@2026-04-18🌿 Growing283

META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think 🧠 → Out‑Design 🎨 → Out‑Strategise ♟️ → Out‑Execute ⚡

Matryoshka📁main@2026-04-18🌿 Growing119

MCP server for token-efficient large document analysis via the use of REPL state

security-investigator📁main@2026-04-18🌿 Growing142

Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.

evals📁v0.1.15🌿 Growing103

A comprehensive evaluation framework for AI agents and LLM applications.

mcp-for-beginners📁main@2026-04-17🌿 Growing15,848

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for

crewAI📁1.14.2🌿 Growing48,611

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

SciAgent-Skills📁main@2026-04-17🌿 Growing93

Life sciences computational skills for scientific AI agents

opentulpa📁main@2026-04-17🌱 Seedling26

Self-hosted personal AI agent that lives in your DMs. Describe any workflow: triage Gmail, pull a Giphy feed, build a Slack bot, monitor markets. It writes the code, runs it, schedules it, and saves i

maverick-mcp📁main@2026-04-17🌿 Growing479

MaverickMCP - Personal Stock Analysis MCP Server

Odyssey📁main@2026-04-16🌱 Seedling37

Rust SDK for packaging, securing, and operating portable AI agents.

notion-cli-agent📁v0.19.0🌱 Seedling84

Notion CLI with AI agent support. Smart queries, Obsidian sync, batch ops, backups, validation and more.

mcp-cli📁v0.2.6🌿 Growing458

mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.

autoresearch📁v1.9.12🌿 Growing3,546

Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.

OpenClawProBench📁main@2026-04-15🌿 Growing340

OpenClawProBench is a live-first benchmark harness for evaluating LLM agents in the OpenClaw runtime with deterministic grading and repeated-trial reliability.

paiml-mcp-agent-toolkit📁v3.14.0🌿 Growing148

Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic

registry📁v1.6.0🌿 Growing6,664

A community driven registry service for Model Context Protocol (MCP) servers.

ha-mcp📁v7.3.0🌿 Growing2,201

The Unofficial and Awesome Home Assistant MCP Server

hub📁0.9.0🌿 Growing184

High-scale LLM gateway, written in Rust. OpenTelemetry-based observability included

google_workspace_mcp📁v1.19.0🌿 Growing2,087

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

cognitive-dissonance-dspy📁main@2026-04-14🌿 Growing276

A multi-agent LLM system for detecting and resolving cognitive dissonance.

octocode📁0.14.0🌿 Growing319

Semantic code searcher and codebase utility

FastExpressionCompiler📁v5.4.1🌿 Growing1,355

Fast Compiler for C# Expression Trees and the lightweight LightExpression alternative. Diagnostic and code generation tools for the expressions.

claude-bug-bounty📁v4.0.0🌿 Growing1,690

AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.

carapace📁v0.7.0🌱 Seedling42

A secure, stable Rust alternative to openclaw/moltbot/clawdbot

deep-research-mcp📁main@2026-04-13🌿 Growing58

MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research

The Multi-Agent Custom Automation Engine Solution Accelerator is an AI-driven system that manages a group of AI agents to accomplish tasks based on user input. Powered by Microsoft Agent Framework, Az

codingbuddy📁v5.6.3🌱 Seedling31

Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.

ruflo📁v3.5.80🌿 Growing31,236

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit

prism-mcp📁v9.3.0🌿 Growing116

The Mind Palace for AI Agents — Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi

rawsql-ts📁rawsql-ts@0.19.0🌱 Seedling29

SQL-first lifecycle toolkit for testing, inspecting, and evolving database applications.

Vrooli📁v3.2.0🌿 Growing51

Open-source, self-improving autonomous agent swarm🐇

EvoScientist📁v0.0.7🌿 Growing2,731

🔬 Harness Vibe Research with Self-evolving AI Scientists

Agent-World-Protocol📁main@2026-04-10🌱 Seedling45

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

claude-code-skills📁v2026.04.10🌿 Growing374

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

datagouv-mcp📁v0.2.23🌿 Growing1,216

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.

chak-ai📁v0.3.1🌿 Growing211

A simple, yet handy, LLM gateway.

ai-gateway📁v1.0.4🌿 Growing59

One API for 25+ LLMs, OpenAI, Anthropic, Bedrock, Azure. Caching, guardrails & cost controls. Go-native LiteLLM & Kong AI Gateway alternative.

ds_ex📁main@2026-04-09🌱 Seedling17

DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework

mcp-gateway-registry📁v1.0.18🌿 Growing576

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

kuzu-memory📁v1.12.9🌱 Seedling22

Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.

Aether📁v1.0.17🌱 Seedling8

Artifical Ecology For Thought and Emergent Reasoning. The Colony That Builds With You.

justoneapi-mcp📁main@2026-04-21🌱 Seedling7

Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.

db-mcp-server📁v1.9.0🌱 Seedling362

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

AgentQuant📁0.0.0🌱 Seedling87

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

memora📁v0.2.27🌱 Seedling386

Give your AI agents persistent memory.

apitap📁v1.11.0🌱 Seedling78

CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.

kai📁v1.4.0🌱 Seedling28

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

chroma-go📁v0.4.1🌱 Seedling202

The Go client for Chroma vector database

swaggie📁v2.0.1🌱 Seedling25

Tool for generating TypeScript client code for given Swagger API endpoints

GuardianWAF📁v0.1.0🌱 Seedling18

Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.

kotlinx-schema📁v0.5.0🌱 Seedling114

Kotlin Multiplatform library that generates JSON Schemas from your methods and classes both at compile-time via Kotlin Symbol Processing(KSP) and at runtime via reflection or kotlinx.serialization.

agent-actions📁v0.1.12🌱 Seedling4

Declarative framework for orchestrating multi-model LLM pipelines with context engineering and quality gates.

trpc-agent-go📁v1.8.0🌱 Seedling1,085

trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.

everything-claude-code📁v1.10.0🌱 Seedling151,139

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

pi-boomerang📁v0.4.3🌱 Seedling114

Token-efficient autonomous task execution with context collapse for pi coding agent

Unreal_mcp📁v0.5.21🌱 Seedling495

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++.

muninndb📁v0.4.10🌱 Seedling267

The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives.

SwiftMCP📁v1.4.3🌱 Seedling141

Model Context Protocol Server for Swift

python-sdk📁v1.27.0🌱 Seedling22,595

The official Python SDK for Model Context Protocol servers and clients

lm-proxy📁v3.2.2🌱 Seedling111

OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPI—use as library or standalone service.

Boucle-framework📁v0.12.0🌱 Seedling54

Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.

agent2📁v0.1.0🌱 Seedling25

The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.

wove📁v0.2.0🌱 Seedling41

Open-source AI coding agent. Desktop app, bring your own model. Writes code, browses the web, verifies its work. Apache 2.0.

tools-rs📁0.3.3🌱 Seedling6

Serialize your functions with tools-rs!

webiny-js📁v6.1.0🌱 Seedling7,957

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built

XcodeBuildMCP📁v2.3.2🌱 Seedling5,152

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

vikramaditya📁main@2026-04-20🌱 Seedling5

Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) — it hunts, it reports. Inspired by the Obsidian Order.

open-responses-server📁v0.4.3🌱 Seedling161

Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.

mcp-debugger📁v0.20.0🌱 Seedling94

LLM-driven debugger server – give your AI agents step-through debugging superpowers

continue📁v1.2.22-vscode🌱 Seedling32,489

⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI

java-sdk📁v1.1.1🌱 Seedling3,356

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

OSA📁v0.2.10🌱 Seedling139

Tool that just makes your open source project better using LLM agents

teleton-agent📁v0.8.6🌱 Seedling66

Teleton: Autonomous AI Agent for Telegram & TON Blockchain

Standard📁0.0.0🌱 Seedling18

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

meerkat📁v0.5.2🌱 Seedling5

Meerkat - A modular, high-performance agent harness built in Rust.

Buildable📁0.0.0🌱 Seedling2

AI-powered web app builder — describe it, build it, ship it. 2-agent LangGraph system (Sonnet 4.5 + o4-mini) generates React apps from natural language with live preview and one-click deploy.

codexmaster📁prompt-generator🌱 Seedling76

Master Codex with this Framework file system + Prompt Generator consisting of 32 markdown files that will set such strict constraints and rules for Codex that its output is nearly flawless. Files for:

PromptDrifter📁main@2026-04-19🌱 Seedling8

🧭 PromptDrifter – one‑command CI guardrail that catches prompt drift and fails the build when your LLM answers change.

tsoa-next📁tsoa-next@8.2.2🌱 Seedling2

Build type-safe OpenAPI APIs for Node.js using TypeScript decorators with automatic spec generation and validation

n8n-schema-generator📁main@2026-04-18🌱 Seedling2

auto-generated JSON schemas for every n8n node — hourly updates, validation API

mddb📁v2.9.14🌱 Seedling3

A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.

agentshield📁v1.4.0🌱 Seedling361

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. 🛡️

membrane📁v0.2.0🌱 Seedling75

A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.

agenticchat📁v2.30.0🌱 Seedling2

Turn natural language into executable code — right in your browser. Lightweight AI chat powered by GPT-4o with sandboxed JavaScript execution.

rex-cli📁v0.17.0🌱 Seedling27

Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.

MCAF📁v1.2.63🌱 Seedling49

MCAF is a framework for building software products together with AI coding agents.

onnxruntime-java📁v2.1.0🌱 Seedling29

A type-safe, lightweight, modern, and performant binding Java binding of Microsoft's ONNX Runtime

KawaiiGPT📁KawaiiGPT🌱 Seedling831

KawaiiGPT — Open-source LLM gateway accessing DeepSeek, Gemini, and Kimi-K2 through reverse-engineered Pollinations API with no API keys required, built-in prompt injection capabilities for security r

project-codeguard📁v1.3.1🌱 Seedling123

Project CodeGuard is an open-source, model-agnostic security framework that embeds secure-by-default practices into AI coding agent workflows. It provides comprehensive security rules that guide AI as

ben📁v1.0.0🌱 Seedling31

Ben — an autonomous digital entity that lives on Crustocean

DreamServer📁v2.0.0🌱 Seedling478

Local AI anywhere, for everyone — LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.

CORE📁v2.2.2🌱 Seedling30

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.

kubectl-mcp-server📁v1.24.0🌱 Seedling865

Published in CNCF Landscape: A MCP server for Kubernetes.

mcp-task-orchestrator📁v1.8.0💤 Dormant25

A Model Context Protocol server that provides task orchestration capabilities for AI assistants

Zen-Ai-Pentest📁v3.0.0🌱 Seedling279

🛡⚔️AI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting🛡⚔️

Geneclaw📁v0.1.0🌱 Seedling34

Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.

cloneme📁0.0.0💤 Dormant38

CloneMe is an advanced AI platform that builds your digital twin—an AI that chats like you, remembers details, and supports multiple platforms. Customizable, memory-driven, and hot-reloadable, it's th

Nreki📁v10.5.1🌱 Seedling2

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

EdgeBox📁v0.8.2🌱 Seedling197

A fully-featured, GUI-powered local LLM Agent sandbox with complete MCP protocol support. Features both CLI and full desktop environment, enabling AI agents to operate browsers, terminal, and other

autonomous-agentic-research-swarm📁main@2026-04-11🌱 Seedling4

File-based autonomous agentic research swarm template (Planner/Worker/Judge) with contracts, workstreams, and deterministic quality gates.

discord-ops📁v0.23.0🌱 Seedling2

Agency-grade Discord MCP server — multi-guild project routing, AI-native notifications, and DevOps workflows for Claude Code and other AI agents

sofia📁main@2026-04-11🌱 Seedling2

Autonomous local AI assistant in Go — 40+ tools, 20+ LLM providers, multi-agent orchestration, self-improving

f5xc-api-mcp📁v2.1.71-2604210658🌱 Seedling1

No description

aictl📁v0.28.0🌱 Seedling1

🤖 AI agent in your terminal

LLM-API-Key-Proxy📁main/build-20260123-1-bf7ab7e🌱 Seedling448

Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.

DOX📁main@2026-04-15🌱 Seedling1

Broken RAG For The Broken Souls

Comfy-Cozy📁v4.0.0🌱 Seedling3

AI co-pilot for ComfyUI — 113 tools for workflow authoring, model provisioning, and iterative rendering. Multi-provider (Claude, GPT-4o, Gemini, Ollama). Ships as MCP server or standalone CLI.

Context-Engineering📁0.0.0💤 Dormant81

🚀 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

aletheia📁main@2026-04-21🌱 Seedling2

Operating framework for AI-assisted work with decision, governance, validation, and learnings before execution.

PromptManager📁master@2026-04-12🌱 Seedling3

PromptManager is a desktop application for cataloguing, searching, and executing AI prompts, and much more.

opengrok-mcp-server📁v9.2.14🌱 Seedling2

OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants — enabling instant, natural language search and deep repository

summoner-agents📁v1.1.0🌱 Seedling24

A collection of Summoner clients and agents featuring example implementations and reusable templates

ralph-wiggum-codex📁main@2026-04-21🌱 Seedling2

Enable Codex to run objective-first autonomous loops with mandatory review and optional verification for long-running task completion

hrafn📁master@2026-04-18🌱 Seedling2

Lightweight, modular AI agent runtime — thinks (Hrafn) and remembers (MuninnDB) 🐦‍⬛

ryvos📁v0.9.0🌱 Seedling2

Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.

mcp-server-atlassian-jira📁v3.3.0🌱 Seedling63

Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities

slack-mcp-client📁v2.8.3🌱 Seedling167

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

uk-due-diligence-mcp📁v1.0.4🌱 Seedling1

UK due diligence MCP server — Companies House, corporate research, compliance checks

agentic-news-generator📁main@2026-04-20🌱 Seedling1

Generate a custom newspaper with an AI agent based on your favorite YouTube channels.

agenttel-sdk📁v0.2.0-alpha🌱 Seedling6

Agent-ready telemetry SDK — enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.

AntennaSim📁main@2026-04-21🌱 Seedling1

Simulate antenna designs instantly in your browser using NEC2-powered, open-source software with WebAssembly and Docker support.

claude-code-skillforge📁main@2026-04-21🌱 Seedling1

Build, upgrade, and validate Claude Code and Antigravity SKILL.md files with live best practices and multi-marketplace discovery tools.

rundown📁main@2026-04-21🌱 Seedling1

A Markdown-native task runtime for agentic workflows. (AI Generated)

Grinta-Agent📁main@2026-04-20🌱 Seedling1

Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.

EliteAgent📁main@2026-04-17🌱 Seedling1

The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.

tlaiser📁main@2026-04-17🌱 Seedling1

Extract state machines from code and model-check with TLA+/PlusCal

qa-agent📁v0.2.1🌱 Seedling1

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

llm-skills📁main@2026-04-13🌱 Seedling1

llm-skills breaks down complex AI tasks into small, reusable building blocks that work like LEGO pieces for browser based LLMs. Instead of writing one giant instruction, you snap these simple parts to

Legion📁v0.1.3💤 Dormant116

A Python-based framework for building multi-agent systems with LLMs. Currently in pre-launch alpha.

vllm-cli📁v0.2.5💤 Dormant487

A command-line interface tool for serving LLM using vLLM.

TSUKUYOMI📁2.6.0💤 Dormant86

TSUKUYOMI is an advanced modular intelligence framework designed for the democratization of Intelligence Analysis via systematic analysis, processing, and reporting across multiple domains. Built on a

Agentic-AI-Pipeline📁v1.0.0💤 Dormant57

🦾 A production‑ready research outreach AI agent that plans, discovers, reasons, uses tools, auto‑builds cited briefings, and drafts tailored emails with tool‑chaining, memory, tests, and turnkey Dock

ai-dev-guides📁0.0.0💤 Dormant32

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

security-controls-mcp📁v1.1.0🌱 Seedling

MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)

judge0📁v1.13.1⚰️ Archived4,082

Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI.

medicalAI📁v1.2.9-rc⚰️ Archived21

Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/