Search results for "server"
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
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.
Your AI assistant that never forgets and runs 100% privately on your computer. Leave it on 24/7 - it learns your preferences, helps with code, manages your health goals, searches the web, and connects
An MCP server wrapper for reducing tokens consumed by MCP tools.
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
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
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
ๅฐ็ฃๅธๆณ้ขๅคๆฑบ + ๅ จๅๆณ่ฆ่ณๆๅบซ MCP server ยท Query Taiwan legal data from any MCP AI agent
็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)
MCP Server for Turkish & American Stock Exchange and Fund Data
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
MCP server created for Freshservice, allowing AI models to interact with Freshservice modules
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
Telegram MCP Server and HTTP-MTProto bridge | Multi-user, web setup, Docker and MTProto-Proxy ready
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
MCP server to manage Facebook and Instagram Ads (Meta Ads)
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
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.
A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.
PraisonAI ๐ฆ โ Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
Secure, Fast, and Extensible Sandbox runtime for AI agents.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
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
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
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
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
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
A general-purpose coding agent that runs inside an NVIDIA OpenShell sandbox, orchestrated by Deep Agents and powered by NVIDIA Nemotron. The agent writes and executes code in an isolated, policy-gover
Open-source sandboxes where coding agents build and deploy. Spin up isolated environments where Claude Code, Cursor, and other agents code and deploy software.
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
MCP server that saves 97% of AI coding tokens โ your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
๐ค MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
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
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Open-source Python, TypeScript, and Go SAST with dead code detection. Finds secrets, exploitable flows, and AI regressions. VS Code extension, GitHub Action, and MCP server for AI agents.
DeepV-Ki โ Instantly turn your code repository into a beautiful, interactive Wiki. An AI-powered documentation generator with RAG-based code Q&A, automatic architecture diagram generation, and multi-m
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
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
Official MCP Servers for AWS
Custom plugins for hermes-agent โ goal management, inter-agent bridge, model selection, cost control
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
๐ The fast, Pythonic way to build MCP servers and clients.
Most advanced AI coworker
Give any AI agent a full desktop โ it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker comm
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
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
่ฟๆฏไธไธชไธบ AstrBot ่ฎพ่ฎก็ Office ๅฉๆๆไปถใๅฎ่ตไบๅคง่ฏญ่จๆจกๅ๏ผLLM๏ผ็ดๆฅๆไฝๆไปถ็่ฝๅ๏ผๆฏๆ่ฏปๅๅนถๅๆๅค็งๆ ผๅผๆไปถ๏ผไปฅๅ็ๆ Office ๆๆกฃๅofficeไบ่ฝฌpdf็ๅ่ฝ
AI Agent ้ฉฑๅจ็ๅผๆบ่ง้ข็ๆๅทฅไฝๅฐ โ ๅฐ่ฏดโ่ง่ฒ/ๅบๆฏ/้ๅ ท่ฎพ่ฎกโๅงๆฌโๅ้ๅพโ่ง้ข๏ผ่ทจ้ๅคด่ง่ฒไธๅบๆฏไธ่ด | Open-source AI video workspace powered by AI Agents, Nano Banana 2 & Veo 3.1 / Grok / Seedance / OpenAI
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
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.
OpenClaw reimagined in pure Python โ autonomous AI agent with memory, RAG, skills, web dashboard, voice input, daemon, and multi-channel support.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
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.
The best way to create, deploy, and share MCP Servers
MCP server for searching electronic components for PCB assembly
่ๅ็ฒพ้็ผ็จ AI ๆฉๅฑ่ตๆบ๏ผMCP ServersใSkillsใRulesใPrompts๏ผๅจๆด็ดขๅผ + ไธ้ฎๅฎ่ฃ ใ
Compact, efficient, and extensible long-term memory for LLM agents.
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and
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
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
comprehensive Discord selfbot MCP server using discord.py-self
Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-sessio
A fully functional and production-grade reverse engineering MCP Server
MaverickMCP - Personal Stock Analysis MCP Server
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate โ 99%+ token savings vs raw file reads.
OllamaFreeAPI: Free Distributed API for Ollama LLMs Public gateway to our managed Ollama servers with: - Zero-configuration access to 50+ models - Auto load-balanced across global nodes - Free tier w
The Unofficial and Awesome Home Assistant MCP Server
A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform.โจSupports full range of Alibaba Cloud services a
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
Advanced TradingView MCP Server for AI-powered market analysis. Real-time crypto & stock screening, technical indicators, Bollinger Band intelligence, and candlestick patterns. Works with Claude Desk
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligen
MCP Server para 41 APIs pรบblicas brasileiras
A MCP (Model Context Protocol) server for interacting with dbt.
MCP Server for Simplenote integration with Claude Desktop
Agentic RAG R1 Framework via Reinforcement Learning
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
SRE Agent - CNCF Sandbox Project
Multi-agent memory consistency platform. We're hiring contributorsโcheck HIRING.md
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX bac
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Tools to allow LLM clients to interact with Linux systems remotely
The Google Ads MCP Server is an implementation of the Model Context Protocol (MCP) that enables Large Language Models (LLMs), such as Gemini, to interact directly with the Google Ads API.
The agent that grows with you
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
The Developer's Guide to AI - A Field Guide for the Working Developer
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
AI observability platform for production LLM and agent systems.
๐ฌ AI-powered YouTube Shorts automation tool using LLMs, real-time search, and text-to-speech. Create engaging short-form videos with automated research, voiceovers, and subtitles.
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
A local sandbox for your AI agents
A High-Availability, Transparent, and Smart Multi-Vendor Proxy for Claude Code. Support Claude Plans, GitHub Copilot, Google Antigravity, ZAI/GLM, MiniMax, Qwen, Xiaomi, Kimi, Doubao...
A Multi-Agentic AI Assistant/Builder
Self-hosted orchestration layer for autonomous AI agent teams. Shared memory, heartbeat scheduling, vault-first secrets, and cross-model peer review โ one command to deploy.
autonomous AI agent that builds full-stack apps. local models. no cloud. no API keys. runs on your hardware.
Memory library for building stateful agents
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta
Agent samples built using the Strands Agents SDK.
Linkedin Automation Tool: Describe your product. Define your target market. The AI finds the leads for you.
๐ 2026 ๆ็ณป็ป็ AI Agent ้ๆๆๅ๏ฝๆบ่ฝไฝๅฎๆๆ็จ ยท ๅฎๆดๅญฆไน ่ทฏๅพ + ๅฎๆ้กน็ฎ + ้ข่ฏ้ขๅบ ยท ๅฏนๆ ๅคงๆจกๅๅบ็จๅผๅๅทฅ็จๅธๅฒไฝ ยท ่ฆ็LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / ๆ็คบ่ฏ ยท ไผไธ็บง้จ็ฝฒไธๅพฎ่ฐ ยท ไป0ๅฐไผไธ็บง่ฝๅฐ + ไปๅญฆไน ๅฐไธ็บฟ้กน็ฎ + ้ข่ฏๅๅคไธไฝๅ
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
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
Appwriteโs MCP server. Operating your backend has never been easier.
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 providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
A high-throughput and memory-efficient inference and serving engine for LLMs
A model-driven approach to building AI agents in just a few lines of code.
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
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
MCP server for Atlassian tools (Confluence, Jira)
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
Canvas LMS MCP server โ 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0
The community development of a MCP server for a Teradata database
An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, the spaced repetition flashcard application.
Open-Source Intelligent Command Layer
Give your AI agents persistent memory.
The official Python library for the OpenAI API
One command to turn any codebase into an MCP server
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.
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Unified framework for building enterprise RAG pipelines with small, specialized models
Human-like memory for AI agents โ semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.
Nextcloud MCP Server
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
Agent Zero AI framework
A unified agent orchestration hub that lets you configure and manage multiple AI agents (native, ACP, AGUI, Claude Code) via YAML, and exposes them through standardized protocols (ACP/OpenCode Server)
Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity. ๐ Official updates only via twitter @Martin993
๐ค Manage multiple Telegram accounts effortlessly with AI-driven tools for bulk messaging, scheduling, and more in one easy-to-use platform.
๐ฌ Harness Vibe Research with Self-evolving AI Scientists
OSCAL tools for AI agents
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
The official Python SDK for Model Context Protocol servers and clients
Autonomous Web3 security audit agent for Claude Code
Python SDK for Milvus Vector Database
Local MCP server for DuckDB and MotherDuck
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
Unify Claude Code, Codex, Cursor, and Gemini CLI with persistent context, governance, and multi-model debate. 186 MCP tools. 123 tests.
MCP Server for Computer Use in Windows
An MCP server for interacting with Google Colab
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal
aivectormemory ๆฏไธๆฌพๅบไบ Model Context Protocol (MCP) ๅผๅ็OpenClawใOpenCodeใClaudeCodeAI่ฎฐๅฟ็ฎก็ๅทฅๅ ทใๅฎไธ้จไธบ ClaudeใOpenCodeใCursor ๅ ไธปๆตIDE ็ผ็จๅทฅๅ ท่ฎพ่ฎก๏ผ้่ฟๅ้ๆฐๆฎๅบๆๆฏ่งฃๅณ AI ๅจไธๅๅฏน่ฏไผ่ฏไธญใๅฅๅฟใ็้ฎ้ขใaivectormemory: A lightweight MCP Se
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
Lightweight semantic code search engine โ 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Ham radio & GMRS gateway, repeater and packet radio โ bridges two-way radios to Mumble, Broadcastify, and the internet. AIOC USB, RSPduo dual SDR, TH-9800/D75/KV4P CAT control, AI announcements, ADS-B
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
The LLM Evaluation Framework
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
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
An open-source AI assistant framework with skills and agent architecture
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controllin
754 structured cybersecurity skills for AI agents ยท Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF ยท agentskills.io standard ยท Works with Claude Code, GitHub Cop
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
Open-source framework for conversational voice AI agents
OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPIโuse as library or standalone service.
Autonomous VAPT platform. Give it a target (FQDN, IP, CIDR) โ it hunts, it reports. Inspired by the Obsidian Order.
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
Exposes internet search tools for use by LLM-backed Assist in Home Assistant
India-first MCP server for NSE/BSE, fundamentals, analytics, and daily research workflows.
Tool that just makes your open source project better using LLM agents
๐ง Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
LLM proxy to observe and debug what your AI agents are doing.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
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.
๐ง Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
MCP server for accessing reMarkable tablet data - sync files, extract text from highlights, and browse your reMarkable cloud
๐ฌ The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
๐งฌ Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
No description
A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through struct
๐ Access multiple databases seamlessly with SQLTools MCP, a versatile service supporting MySQL, PostgreSQL, SQL Server, DM8, and SQLite without multiple servers.
๐ Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
A MCP server to use StatCAN data
Published in CNCF Landscape: A MCP server for Kubernetes.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
An MCP server that leverages official UniFi API
๐ค Enhance AI capabilities with modular Skills that provide expert knowledge, workflows, and integrations for any project.
๐ Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
๐ง Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
๐ค Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
Connect AI models like Claude & GPT with robots using MCP and ROS.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Claude Code skills collection โ CCA study guides, Twitter research, MCP review, auto-iteration tools
A SEC EDGAR MCP (Model Context Protocol) Server
The LLM Anti-Framework
๐บ๏ธ Optimize token usage by over 95% when navigating large codebases with Claude Code, enhancing your productivity in AI development.
๐ Enhance code quality with Argus MCP, an AI-driven code review server using a Zero-Trust model for safe and efficient development.
๐ Accelerate research using a Multi Agent System for efficient context engineering with DeepAgent and LangChain's library.
๐ค Build and deploy scalable Multi-AI Agent systems with LangGraph and Groq LLMs to enhance intelligence across enterprise applications.
Self-hosted autonomous AI agent โ runs on your PC, controls your environment, connects to any MCP server.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
Structured Outputs
Watchtower is a simple AI-powered penetration testing automation CLI tool that leverages LLMs and LangGraph to orchestrate agentic workflows that you can use to test your websites locally. Generate us
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.
DSL and compiler framework for automated finite-differences and stencil computation
Autonomous Offensive Security Intelligence AI-powered multi-agent penetration testing
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
๐ Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.
Benchmark for vector databases.
Computer Environments Elicit General Agentic Intelligence in LLMs
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Local-first Agentic Memory Layer for MCP Agents โข 25 tools โข Hybrid search (FTS5 + vector + MMR) โข GDPR โข 100% local
๐ Enable local LLMs with real-time Google search, live feeds, OCR, and video insights using noapi-google-search-mcp server tools.
๐ค Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
Provide full Python API access to NotebookLM features, including advanced functions beyond the web interface, via CLI and AI agent integration.
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
llm-based robot that intervenes only when needed
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
DSPy: The framework for programmingโnot promptingโlanguage models
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
AI-native SaaS framework that builds full-stack apps using autonomous AI agents
๐ ๏ธ Build a robust AI Kernel for stable, auditable, and sovereign AI systems, ensuring secure execution and compliance across various domains.
๐ Enhance retrieval with REFRAG, using micro-chunking and fast indexing for optimized RAG systems that improve efficiency and effectiveness.
Shell and coding agent on mcp clients
Universal LLM Gateway: One API, every LLM. OpenAI/Anthropic-compatible endpoints with multi-provider translation and intelligent load-balancing.
Broken RAG For The Broken Souls
MCP Server for publicly available real-time Indian Mutual Funds data
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
Supercharge Your LLM Application Evaluations ๐
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
UK due diligence MCP server โ Companies House, corporate research, compliance checks
Enable peer-to-peer collaboration between AI agents with human supervision for complex task coordination and decision-making.
A collection of Summoner clients and agents featuring example implementations and reusable templates
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!
๐ง Qualify leads with an AI-driven system that understands intent, asks key questions, and structures quality leads without hardcoding processes.
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music โ autonomously. 30hrs for $0.04.
An RAG for code development, implemented as MCP server with cocoindex
MCP server for searching and retrieving Claude Agent Skills using vector search
๐ Enable AI-driven network security scanning with a production-ready Nmap MCP server supporting diverse tools, scan types, and timing templates.
๐ค Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.
Simplify web scraping by extracting data from modern websites with an easy-to-use Python library designed for efficiency and clarity.
Lightweight coordination server for autonomous AI coding agents โ task claiming, file locks, message passing, and health monitoring over REST
Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Bui
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
Open infrastructure/control plane for Unchained
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
An AI guardian that remembers, watches, and acts.
MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with natural language through Claude Desktop.
Lightweight hallucination detection framework for RAG applications
A command-line interface tool for serving LLM using vLLM.
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
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
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
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
A Python-Script Based Generative AI platform
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
A fast and minimal framework for building agentic systems