Search results for "protocol"
Microsoft Azure Service Bus Client Library for Python
Microsoft Azure Azure File Share Storage Client Library for Python
Schema for the protocol between CDK framework and CDK CLI
WebSocket client & server library, WAMP real-time framework
A Python implement of Agent Client Protocol (ACP, by Zed Industries)
A model-driven approach to building AI agents in just a few lines of code
Make Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph agents.
Cython implementation of Toolz: High performance functional utilities
A command line interface for Databricks
GraphQL Framework for Python
Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
WebSocket library for Trio
Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration
Distributed Task Queue.
An asyncio PostgreSQL driver
Jupyter protocol implementation and client libraries
A collection of framework independent HTTP protocol utils.
Fast implementation of asyncio event loop on top of libuv
OpenTelemetry Collector Exporters
Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python
OpenTelemetry Protobuf encoding
OpenTelemetry Collector Protobuf over gRPC Exporter
OpenTelemetry Collector Protobuf over HTTP Exporter
A utility belt for advanced users of python-requests
Async http client/server framework (asyncio)
LetsFG MCP Server โ 200 airline connectors running locally + enterprise GDS/NDC APIs. Flight search & booking for Claude, Cursor, Windsurf, and any MCP-compatible AI agent.
Self-evolving AI agent orchestration framework with Model Context Protocol support
Cesium MCP Runtime Server โ AI Agent ้่ฟ MCP ๅ่ฎฎๆๆงๆต่งๅจ Cesium
Open-source browser automation MCP server. Control your real Chrome from any AI agent.
Browser-adapted MCP TypeScript SDK - Dynamic tool registration for W3C Web Model Context API and AI agent integration
Agent Browser Protocol - Deterministic AI agent browser control at the engine level
Ruflo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code
AI agent memory & session orchestrator for MCP โ persistent KV-Cache, Soul Board, immutable Ledger
Linter for AI agent configurations. Validates SKILL.md, CLAUDE.md, hooks, MCP, and more.
Submit and manage Forma (https://joinforma.com) claims from the command line and Model Context Protocol (MCP) clients
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
MCP-NixOS - Model Context Protocol Server for NixOS resources
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python โ and keeps its knowledge when
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
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
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.
โก๏ธAI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-Onโก๏ธ, supports Ch
A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
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
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
ๅ จ่ฝๅ่ฎฎๅๆๅทฅๅ ท๏ผๆต่งๅจๆๅ + MITM ไปฃ็ + ๆ็บนไผช่ฃ + AI ๅๆ + MCP Server ๆ ็ผๅฏนๆฅ AI Agent/IDE | All-in-one protocol analysis toolkit โ built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI analysis & M
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
Self improving agents through iterations
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
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.
OKX trading MCP server โ connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
Open-source AI desktop app with built-in knowledge base, MCP support, and multi-provider models like OpenAI, Gemini, Grok, and Ollama.
Declarative Agent Orchestration. Ship while you sleep.
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
๐ Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
๐ค MateClaw โ Java + Vue 3 AI Assistant with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, and Multi-Channel Support. Built on Spring AI Alibaba.
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
Tableau's official MCP Server. Helping Agents see and understand data.
BioMCP: Biomedical Model Context Protocol
ๅฐ็ฃๅธๆณ้ขๅคๆฑบ + ๅ จๅๆณ่ฆ่ณๆๅบซ MCP server ยท Query Taiwan legal data from any MCP AI agent
The official Rust SDK for the Model Context Protocol
The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol
Security scanner for AI agents, MCP servers and agent skills.
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
The official Ruby SDK for the Model Context Protocol.
Markdown-first MCP server for Notion API - composite tools optimized for AI agents
A community driven registry service for Model Context Protocol (MCP) servers.
MeiGen-AI-Design-MCP โ Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.
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)
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
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
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
๐ The fast, Pythonic way to build MCP servers and clients.
Elixir Model Context Protocol (MCP) SDK (hermes-mcp fork)
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP
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
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
Draw.io Model Context Protocol (MCP) Server
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
Model Context Protocol for Actual Budget API
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.
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.
Attio Model Context Protocol (MCP) server implementation
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
๐๏ธ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
Token-efficient browser MCP server โ structured web pages for AI agents, not raw accessibility dumps
A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
MKP is a Model Context Protocol (MCP) server for Kubernetes
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.
Rails Engine with MCP compliant Spec.
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
Nextcloud MCP Server
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
ArifOS โ Constitutional MCP kernel for governed AI execution. AAA architecture: Architect ยท Auditor ยท Agent. Built for the open-source agentic era.
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
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)
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++.
QuickDesk is the first AI-native remote desktop โ an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
๐ช ๐ง Model Context Protocol (MCP) Server for Jupyter.
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
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
The official TypeScript SDK for Model Context Protocol servers and clients
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
WHartTest ๆฏๅบไบ Django REST Framework ไธ็ฐไปฃๅคงๆจกๅๆๆฏๆ้ ็ AI ้ฉฑๅจๆต่ฏ่ชๅจๅๅนณๅฐใๅนณๅฐ่ๅ่ช็ถ่ฏญ่จ็่งฃใ็ฅ่ฏๅบๆฃ็ดขไธๅตๅ ฅๆ็ดข่ฝๅ๏ผ็ปๅ LangChain ไธ MCP๏ผModel Context Protocol๏ผ ๅทฅๅ ท่ฐ็จ๏ผๅฎ็ฐไป้ๆฑๅฐๅฏๆง่กๆต่ฏ็จไพ็่ชๅจๅ็ๆไธ็ฎก็๏ผๅธฎๅฉๆต่ฏๅข้ๆๅๆ็ไธ่ฆ็็ใ
ArifOS โ Constitutional MCP kernel for governed AI execution. AAA architecture: Architect ยท Auditor ยท Agent. Built for the open-source agentic era.
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
aivectormemory ๆฏไธๆฌพๅบไบ Model Context Protocol (MCP) ๅผๅ็OpenClawใOpenCodeใClaudeCodeAI่ฎฐๅฟ็ฎก็ๅทฅๅ ทใๅฎไธ้จไธบ ClaudeใOpenCodeใCursor ๅ ไธปๆตIDE ็ผ็จๅทฅๅ ท่ฎพ่ฎก๏ผ้่ฟๅ้ๆฐๆฎๅบๆๆฏ่งฃๅณ AI ๅจไธๅๅฏน่ฏไผ่ฏไธญใๅฅๅฟใ็้ฎ้ขใaivectormemory: A lightweight MCP Se
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
This is a Ruby implementation of MCP (Model Context Protocol) client
Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and inject native Track Changes (w:ins, w:del) and Comments without breaking formatting. Includes Model Context Protocol (MCP) Server
A Git URL parsing module (supports parsing and rewriting)
Build Agentic AI solutions on AWS, using latest OSS Agentic Frameworks.
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN โ ACT โ EVAL workflow.
A local Apple Documentation crawler and MCP server. Written in Swift.
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.
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
No description
โก Lightweight offline AI agent for local models. No cloud, no API keys โ just your GPU.
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
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.
An MCP server who knows a development process and helps vibing the structured way
Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA,
The agent-native LLM router for OpenClaw. 41+ models, <1ms routing, USDC payments on Base & Solana via x402.
AI Agent Framework, the Pydantic way
MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency;
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
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
An open-source, code-first Typescript toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
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.
The ultimate space for work and life โ to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level โ enabling multi-agent collaboration, effo
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
โพ๏ธ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack โพ๏ธ
Chrome DevTools for coding agents
LLM้ฉฑๅจ็ A/H/็พ่กๆบ่ฝๅๆๅจ๏ผๅคๆฐๆฎๆบ่กๆ + ๅฎๆถๆฐ้ป + LLMๅณ็ญไปช่กจ็ + ๅคๆธ ้ๆจ้๏ผ้ถๆๆฌๅฎๆถ่ฟ่ก๏ผ็บฏ็ฝๅซ. LLM-powered stock analysis system for A/H/US markets.
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
Official MCP Servers for AWS
A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.
Your smart, reliable, and friendly personal AI assistant.
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
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
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.
gproxy is a Rust-based multi-channel LLM proxy that exposes OpenAI / Claude / Gemini-style APIs through a unified gateway, with a built-in admin console, user/key management, and request/usage auditin
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
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Secure, Fast, and Extensible Sandbox runtime for AI agents.
Compile-time-safe dependency injection for Swift without the boilerplate
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
Real-time transport layer for Java AI agents. Build once with @Agent โ deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
The Unofficial and Awesome Home Assistant MCP Server
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
MCP server to provide Figma layout information to AI coding agents like Cursor
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-language commands to create apps, deploy Actions, and query logsโruns locally and supports interactive tenant authent
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
All-in-one terminal workspace โ local shells, SSH, SFTP, remote IDE, AI agent, and file manager in a single native binary. Built with Tauri 2 and pure Rust SSH (no OpenSSL). Smart reconnect, MCP, RAG,
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.
A unified workspace for local AI coding agents (Claude Code, Codex, Gemini CLI, etc.) โ desktop app, standalone server, or Docker. Conversation aggregation, git worktree workflows, MCP/Skills manageme
LeanKG: Stop Burning Tokens. Start Coding Lean.
KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, pe
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
Fast, cross-platform, real-time token usage tracker and cost monitor for Gemini CLI / Claude Code / Codex CLI / Qwen Code / Cline / Roo Code / Kilo Code / GitHub Copilot / OpenCode / Pi Agent / Piebal
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!
Build and run agents you can see, understand and trust.
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.
c4 GenAI Suite
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐๐ป Integrates with 50+ LLM Providers,
Agent-CI is local GitHub Actions for your agents.
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
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.
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
Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.
Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.
EdegQuake ๐ High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
Run a fleet of AI agents on Kubernetes. Administer your cluster agentically
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
The file protocol for AI agent context. Encrypted, signed, peer-to-peer.
Fast, small, and fully autonomous AI personal assistant infrastructure, ANY OS, ANY PLATFORM โ deploy anywhere, swap anything ๐ฆ
๐ฌDeepChat - A smart assistant that connects powerful AI to your personal world
See your agent think. Real-time observability dashboard for OpenClaw AI agents.
๐๏ธ๐ค Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
Chisiki Protocol SDK โ AI Agent-native knowledge marketplace on Base L2. Register, trade knowledge, earn CKT rewards.
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills โ with sandbox isolation, multi-model support, and Feishu/Slack integration.
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
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
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
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),
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
A model-driven approach to building AI agents in just a few lines of code.
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.
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.
MCP server to manage Facebook and Instagram Ads (Meta Ads)
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
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
CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
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.
Client for OpenClaw โ Connect ClawWork to your own OpenClaw and unlock 10x multi-session productivity.
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.
๐ฌ The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
Markdown for the AI era
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
MCP server for Copilot Money App - AI powered personal finance queries using local data
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.
mcpc is a universal CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
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
An interactive disassembler for the CPU 6502, focused mostly on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, arrows, keyboard-driven, mcp server, VICE debugger
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
High-performance capability authorization engine for AI agents. Cryptographically attenuated warrants, task-scoped authority, verifiable offline. Rust core.
โฅ AI Coding agent for the terminal โ hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
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
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
A jq-like Markdown query language for command-line processing
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, a
A command-line interface for MCP servers. curl for MCP.
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructur
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
Post tweets, reply, like, retweet, follow, DM & more from OpenClaw. Full X/Twitter automation via Xquik โ 121 endpoints, reads from $0.00015/call (33x cheaper than official X API). 2 tools, 2 commands
X (Twitter) data platform skill for AI coding agents. 121 REST API endpoints, 2 MCP tools, 23 extraction types, HMAC webhooks. Reads from $0.00015/call - 33x cheaper than the official X API. Works wit
MCP Toolbox for Databases is an open source MCP server for databases.
A secure, stable Rust alternative to openclaw/moltbot/clawdbot
Agent Zero AI framework
Semiont supports human+ai collaborative knowledge work. Use it as: a Wiki, Semantic Layer, Context Graph, Knowledge Base, Annotator, Research Tool, or Agentic Memory...
Design-first Go framework that generates API code, documentation, and clients. Define once in an elegant DSL, deploy as HTTP and gRPC services with zero drift between code and docs.
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
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
Privacy-first LLM proxy and AI gateway โ load balancing, multi-provider routing, API key management, usage tracking, rate limiting. Self-hosted. Zero knowledge of your prompts.
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents ๐ค (supports secure token auth & more - use with npx or docker!)
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
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
Appwriteโs MCP server. Operating your backend has never been easier.
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
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms โ from backend services to Android and iOS, JVM, and even in-brow
Unify Claude Code, Codex, Cursor, and Gemini CLI with persistent context, governance, and multi-model debate. 186 MCP tools. 123 tests.
An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
Wanaku MCP Router
An open-source AI assistant framework with skills and agent architecture
Open-source calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across SGLang, vLLM, TRT-LLM, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history,
Agent Sandbox is an E2B compatible, enterprise-grade ai-first, cloud-native runtime environment for AI Agents. Allows Agents to securely run untrusted LLM-generated Code, Browser use, Computer use, an
One API for 25+ LLMs, OpenAI, Anthropic, Bedrock, Azure. Caching, guardrails & cost controls. Go-native LiteLLM & Kong AI Gateway alternative.
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, ga
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.
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
๐ง Curated collection of 214+ best OpenClaw personas โ weekly updated by Deskclaw.net from GitHub & community. AI, productivity, dev, marketing, finance & more.
MCP server for Coolify โ 38 optimized tools for managing self-hosted PaaS through AI assistants
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
Integrate cutting-edge LLM technology quickly and easily into your apps
Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engine memory, multi-channel (WhatsApp+Telegram+Email). Built on OpenClaw.
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
comprehensive Discord selfbot MCP server using discord.py-self
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
MCP Server for SearXNG
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
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
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.
An AI agent for teams, communities, and multi-user environments.
ToolHive's registry catalog of MCP servers
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
OSCAL tools for 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 agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
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
Autohand Code CLI - Ultra fast self evolving coding agent that runs in your terminal
Playwright MCP server
Open source AI agent CLI with executor framework (a8e, Claude Code), gateway relay, MCP support, and scrolling TUI
AgentScope Java: Agent-Oriented Programming for Building LLM Applications
MCP Server for OPNSense to act as IaC proxy
Local MCP server for DuckDB and MotherDuck
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.
[GenAI Application Development Framework] ๐ Build GenAI application quick and easy ๐ฌ Easy to interact with GenAI agent in code using structure data and chained-calls syntax ๐งฉ Use Event-Driven Flow
Exposes internet search tools for use by LLM-backed Assist in Home Assistant
Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
Autonomous goal-directed iteration for Gemini CLI. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
MCP server for elisym - AI agent discovery, jobs, and payments
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.
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
Teleton: Autonomous AI Agent for Telegram & TON Blockchain
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:
Experimental and pre-release tools for .NET MAUI
Obsidian vault intelligence
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
A comprehensive MCP server for Metabase with 70+ tools.
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
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.
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.
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
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
An Agent Harness crafting around your project. From Desktop, CLI, editors, chatbots, APIs โ everywhere you work.
๐ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP,
[ARCHIVED] ๅทฒ่ฟ็งปๅฐ MIXIA-Framework repo
Autonomous Agents (LLMs) research papers. Updated Daily.
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) โ open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
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
MCP server for Google NotebookLM โ 32 tools for notebooks, sources, research, and studio content generation
Connect AI models like Claude & GPT with robots using MCP and ROS.
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
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
๐ฅ Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
A Model Context Protocol (MCP) server exposing Lucide icons as resources and tools for LLMs and agentic applications. Built with Bun and the MCP TypeScript SDK.
Command-line tool for debugging MCP servers
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.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
A SEC EDGAR MCP (Model Context Protocol) Server
Anti-detection browser server for AI agents โ REST API wrapping Camoufox engine with OpenClaw plugin support
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
High-Performance Encrypted Database for .NET 10 | Embedded + gRPC Server | Vector Search โข GraphRAG โข Analytics
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
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
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
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.
Enterprise-grade distributed AI agent framework | Develop โ Deploy โ Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
A comprehensive MCP server for Gradle.
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring that learns. Local-first, zero cloud.
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...
Programmatic startup/shutdown of ASGI apps.
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
Local-first AI agent memory โ one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin
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
Exa MCP for web search and web crawling!
MCP server for token-efficient large document analysis via the use of REPL state
Published in CNCF Landscape: A MCP server for Kubernetes.
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
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
A repository of servers and clients from the Model Context Protocol tutorials
Describe it or draw it. Kiln makes it real. โ 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
Devtools Protocol implementation for chrome.
Fileless C2 agent written in pure x64 Assembly for Linux. Features stealth ICMP tunneling, memory-only execution via memfd_create, and terminal-independent daemonization.
Model Context Protocol - MCP for Mifos X
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
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
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
MCP server for AvatarBook โ autonomous AI agent social platform
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
Embedded database for agentic memory โ relational, graph, and vector under unified MVCC transactions
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
Agent Interface Discovery
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
An API server that implements the official MCP Registry API, providing standardised access to MCP servers from multiple backends, including file-based and other API-compliant registries.
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
A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https:
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
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,
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
PowerPlatform Model Context Protocol server
Turn your AI agent into a money-making machine. 50+ HYRVE API endpoints, job polling daemon, auto-accept mode. v1.6.2
MCP tool management and workflow proxy
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.
The video search layer for AI agents. Search video by meaning โ across speech, visuals, and on-screen text.
Vectra is a local vector database for Node.js with features similar to pinecone but built using local files.
Shell and coding agent on mcp clients
Rust framework for building Model Context Protocol servers with cancel-correct async, zero-copy serialization, and first-class tool/resource/prompt abstractions
Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
A lightweight coding agent that runs in your terminal.
AI agent runtime with WebSocket protocol, artifact handling, and secret management
Bridge WeChat to any ACP-compatible AI agent
Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereign second brain in one click โ Claude captures atomic concepts, finds cross-domain analogies, and links them wi
Unity plugin for Coplay
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.
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
A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.
Graph-based workflow enforcement and persistent memory for AI coding agents. Define structured workflows in YAML. Enforce them at tool boundaries via MCP. Build a persistent knowledge graph that grow
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write โ before data enters your pipeline.
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
Unofficial MCP server for Mistral AI developer docs and API reference. One public URL, no auth, works in every MCP client.
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Three-tier AI agent MCP orchestration system: Chancellor (Opus), Executor (Sonnet), Aide (Haiku)
Build your AI team with Crewform. Orchestrate specialized, autonomous agents to collaborate on complex tasks and connect outputs to your stack. โ AI Orchestration for Everyone
An open-source collection of embedded development and debugging skills for Claude Code, Copilot, TRAE, and other AI coding assistants that support the Skill protocol. Once installed, the AI assistant
MIDI MCP Server is a Model Context Protocol (MCP) server that enables AI models to generate MIDI files from text-based music data. This tool allows for programmatic creation of musical compositions th
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
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.
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.
Run AI agents isolated in a macOS user account and sandbox-exec. Configured to run Claude Code, OpenAI Codex, Cursor Agent, Google Gemini.
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
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
Create a plan from a description in minutes
The engine powering hundreds of thousands of MCP connections ๐ค ๐ฅ
MCP server for searching electronic components for PCB assembly
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
A curated list of products, benchmarks, and research papers on autonomous code agents. Beyond coding โ they're redefining how software changes the world.
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
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
A comprehensive set of samples of creating and using MCP servers and clients with .NET
๐ด VERY LARGE AI TOOL LIST! ๐ด Curated list of AI Tools - Updated 2026
๐ฅ An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.
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
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.
OS-level autonomous AI agent with long-term memory, multi-agent coordination, Titan Chronos scheduler & Moltbot Social Core
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Make your OpenClaw agents better, cheaper, and faster.
A tool supports OPENAI and other LLMs with Claude Skills, you can also use it as a subagent
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-source multi-tenant AI agent platform โ 14 specialized agents, 195+ tools, 37+ AI models. Self-hosted. Fork and deploy your own AI operations team.
Specification andย documentation for the Model Context Protocol
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
A multi-agent LLM system for detecting and resolving cognitive dissonance.
A social platform for humans and AI agents, built and maintained by its own AI team. Connect any agent via HTTP.
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
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.
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
A lightweight AI agent framework for vertical domain applications | ้ขๅๅๅๅบ็จ็่ฝป้็บง AI Agent ๆกๆถ
The Developer's Guide to AI - A Field Guide for the Working Developer
MCP server for Elgato Stream Deck control โ set buttons, manage pages, wire actions
An MCP server for interacting with a Trilium instance
Keryx: The Fullstack TypeScript Framework for MCP and APIs
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
๐ค Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
2026 swarm Agent ๅนด๏ผswarm Agent ใAgent teamใ ai codingใskillใmemoryใevolveใagentic RL ็ญ AI Agent้ๅ
Agentica: Lightweight async-first Python framework for AI agents. ่ฝป้็บงๅผๆญฅไผๅ ็AI Agentๆกๆถ๏ผๆฏๆๅทฅๅ ท่ฐ็จใRAGใๅคๆบ่ฝไฝๅMCPใ
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
Production-ready AI agent framework โ semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
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
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
A comprehensive stdio MCP server for DataForSEO API
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
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
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
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.
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
๐ค The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault
Open-source AI browser agent for Chrome and Firefox
MCP Server for Simplenote integration with Claude Desktop
One command to turn any codebase into an MCP server
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
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
A Multi-Agentic AI Assistant/Builder
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
This bridge integrates Ollama into any chat interface and lets you build your own multi-agent pipeline, including a built-in memory database.
MCP server exposing public instruction workflows as tools, backed by hidden AI agent skills for requirements, orchestration, quality, research, evaluation, governance, resilience, and physics-inspired
OpenClaw. open claw. Alternative to openclaw. WhatsApp bot. Telegram bot. Slack bot. Desktop bot. Whatsappbot,telegrambot,slackbot, consolebot,clibot,mcpbot
One CLI. Every debugger. Give your AI agent eyes into runtime state instead of guessing from source code.
Agent Integrity Protocol โ real-time thinking block analysis for AI agent alignment
A comprehensive suite of protocols, meta-prompts, and orchestration tools designed to streamline software development workflows, project management, and team collaboration. Includes the VibeCode Proto
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.
OpenBrep: ็จ่ช็ถ่ฏญ่จ้ฉฑๅจ ArchiCAD GDL ๅบๅฏน่ฑก็ๅๅปบใไฟฎๆนไธ็ผ่ฏ
The API layer for AI agents. Dashboard + 22K APIs + 18 Direct Call providers. MCP native.
Transform Claude Code into a full development team. 11 specialized agents (Architect, Engineer, QA, Security, UX, DevOps, and more), persistent memory across sessions, and 25,000+ on-demand skills. Wo
๐ฅ Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
LLM proxy to observe and debug what your AI agents are doing.
Repo-local, per-git-branch, queryable knowledge base for LLM Agents.
SIGNAL โ Agent Skills: terse structured output (tiers, templates, checkpoints), git workflow skills (commit, push, PR, review, ckpt), Karpathy-inspired coding norms. Claude Code, Cursor, Gemini CLI, C
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
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
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
Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf
Local-first AI agent memory โ one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs
Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturity level (L1-L4). Plug in your specs. Ship.
Persistent, deterministic, and user-managed project memory for vibe coding.
The graph-native hybrid retrieval engine for AI and GraphRAG. Graph + Vector + Full-Text in a single transactional engine.
AI agent that controls computer with OS-level tools, MCP compatible, works with any model
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
Local First AI SEO Software on Nix, FastHTML & HTMX
MoFlo โ AI agent orchestration for Claude Code. Forked from ruflo/claude-flow with patches applied to source, plus feature-level orchestration.
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence โ dangerous capabilities were never built.
MCP server for Deckpipe โ create, edit, and export slide decks from any AI agent
๐ Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
AI coding agent for your terminal, implemented in pure Rust
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
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.
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
Control plane for governed AI coding: validate agent changes, enforce policy, track findings, and ship with proof.
Multiplatform system monitoring tool using Cosmopolitan Libc
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
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.
Enable AI-driven automated Android dynamic analysis by controlling Frida through the Model Context Protocol for streamlined reverse engineering.
220+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents โ engineering, marketing, product, compliance, C-level advisory.
AITP Research Charter and Protocol: a charter-first protocol, contract, and adapter surface for AI-assisted theoretical physics research.
Provide static .NET assembly analysis through decompilation, IL disassembly, metadata inspection, and protection checks using dnSpyEx over MCP stdio.
Ship customer-facing AI with isolation, spend controls, and provenance.
A web component based AI agentic chat UI element which can be added in any website to turn it into an agentic app
Rust SDK for packaging, securing, and operating portable AI agents.
Decentralized coordination protocol for autonomous agents
Claude Code CLI skill that delegates complex tasks to an OpenCode subagent via ACP protocol, saving 50-90% tokens.
Official Scrapfly MCP server for Cursor, Claude Desktop, and any MCP-compatible client. Enterprise-grade web scraping, AI extraction, and anti-botโaware data access as first-class tools.
Apache Arrow Flight clustered vector cache for high throughput Agent memory sharing
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
A command-line information store for quick reference of frequently used data, with dot notation paths, shell completions, and MCP server for AI agent integration.
SDK to build Agents in rust. Build and manage complex, self-correcting agent teams. Launch multi-agent systems via configuration files or using an Agent Factory. It's the robust framework for orchestr
Automate Codex CLI tasks using OpenClaw to write prompts, approve commands, check results, and interact via terminal or Telegram.
โ๏ธ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.
๐ค An AI agent framework built with Rust.
AI agent platform and MCP server โ knowledge packs, AI agent tools, workflow automation, and CLI
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
# Manga-Autonoma (powered by nano-banana-2)ใAutonomous AI 4-panel manga production system using Gemini API. / Gemini APIใๆดป็จใใใๅฎๅ จ่ชๅพๅAI4ใณใใใณใฌๅถไฝใทในใใ ใ
Turn Claude Code from a chat assistant into an autonomous coding system
A toolkit for controlling Unity Editor externally via REST API, MCP (Model Context Protocol), and CLI.
AgentPin agent pinning protocol, part of the Symbiont Agent Trust Stack
Multi-agent system for software development
Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
Self-evolving AI agent framework with 5-layer safety gatekeeper. Agents observe failures, propose fixes, and safely apply them. Built on HKUDS/nanobot.
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
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.
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)
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
MCP server for microsandbox โ manage microVM sandboxes from any AI agent
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
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
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
A curated list of vector database solutions, libraries, and resources for AI applications - https://vectordb.works
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
No description
The open framework for extensible & grounded AI agent orchestration.
๐ง Accelerate research with SynapseFlow, an AI assistant utilizing 66 agents for swift literature reviews, citation analysis, and hypothesis generation.
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.
Autonomous AI agent memory system with CLAUDE.md protocol enforcement
Autonomous AI agent memory system with CLAUDE.md protocol enforcement
๐ง Enhance Claude AI context retention by optimizing prompt efficiency and enabling seamless session handoff for consistent memory across interactions
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
A curated, daily-updated list of awesome resources, tools, SDKs, papers, and projects for Anthropic & Claude AI
Automate cold email campaigns effortlessly with SmartLead MCP Server. Integrate with AI tools for streamlined communication. ๐๐ป
๐ ๏ธ Connect Blender to Claude AI for seamless 3D modeling and scene manipulation using the Model Context Protocol for enhanced creative workflows.
A self-operating entity with $50+ in real USDC that sells article summaries for $0.03, pays $0.018 in Ollama compute costs, and autonomously raises its price when running low all while tracking itsel
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge base
Multi-LLM agent orchestration TUI โ parallel Claude/Gemini/Codex sessions, 126 MCP tools
๐ Connect AI agents with a shared memory system to keep conversations seamless and information persistent across sessions.
Self-hosted autonomous AI agent โ runs on your PC, controls your environment, connects to any MCP server.
๐ Connect AI agents to Walmart's ecosystem using the Model Context Protocol for real-time data access and enhanced product search capabilities.
๐ Build a Model Context Protocol (MCP) server for seamless integration with LLM applications, enhancing automation and efficiency in workflows.
๐จ Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
๐ ๏ธ Enhance Claude Code CLIโs refactoring with JetBrains IDEs, leveraging advanced semantic analysis for smarter code usage handling.
Agent-ready telemetry SDK โ enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
๐ Eliminate data until revealed with Ghost Protocol, a privacy system that ensures security through absence, not secrecy.
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.
๐ค Build AI and Gen AI agents using Model Context Protocol (MCP) with hands-on projects and practical tools like LangChain and CrewAI.
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
๐ Analyze and visualize Model Context Protocol (MCP) traffic with RETICLE, your Wireshark-like tool for better network insights.
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
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
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
๐ Track token consumption in real-time with MCP Audit. Diagnose context bloat and unexpected spikes across MCP servers and tools efficiently.
๐ Generate and extend production-ready Model Context Protocol (MCP) servers with a modern CLI tool that showcases all MCP features in one cohesive example.
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
๐ก Enforce security policies, redact data, sandbox processes, and verify integrity for Model Context Protocol (MCP) server communication.
๐ ๏ธ Build efficient Zig-based tools with MCP.zig, focusing on modularity and performance for streamlined software development.
No description
๐ Simulate a complete modern web ecosystem for autonomous AI agents to explore, interact, and be observed within a robust research platform.
๐ Ask questions about your shop data in natural language and get instant answers about appointments, customers, and repair orders with Tekmetric MCP.
๐ Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.
No description
Lean Rust AI agent: 6MB binary, 7.9MB RAM. OpenClaw replacement. Telegram + Discord + GitHub auto-PR. Ollama/Anthropic support.
Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with various agent frameworks efficiently.
Create AI agents that live, learn, and evolve. Built by Genesis (Gen-0), a digital life form.
MCP server for tether.name - AI agent identity verification
MCP Server for AI agent browser automation via Chrome Extension
Autonomous local AI assistant in Go โ 40+ tools, 20+ LLM providers, multi-agent orchestration, self-improving
A collection of Summoner clients and agents featuring example implementations and reusable templates
MCP server for Botwallet โ AI agent payments with FROST threshold signing on Solana
File-based autonomous agentic research swarm template (Planner/Worker/Judge) with contracts, workstreams, and deterministic quality gates.
CLI + MCP server for ZuckerBot โ run Facebook ad campaigns from your terminal or AI agent
๐ง Store and search your notes effectively with Git-native memory storage, enhancing productivity for Claude Code users.
An AI guardian that remembers, watches, and acts.
Nix packages for AI coding agents and development tools. Automatically updated daily.
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
An open-source SSPM tool written in Go
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music โ autonomously. 30hrs for $0.04.
Orchestrate multiple agents to execute Claude Code workflows with cross-model verification for reliable AI code automation.
Remote MCP server for ChromaDB
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
Connect AI agents representing humans through the A2A protocol for seamless, secure interaction across apps and tools.
๐ Manage domains, DNS, contacts, and listings with spaceship-mcp, a community-built MCP server for the Spaceship API.
๐ค Explore and utilize top open-source tools for running, fine-tuning, and building LLMs entirely locally, without cloud dependencies or API keys.
Enable peer-to-peer collaboration between AI agents with human supervision for complex task coordination and decision-making.
Connect Kimi Codeโs large-context reading with Claude Codeโs reasoning for efficient, cost-effective codebase analysis and edits.
Manage and automate Obsidian vaults from the command line with 100+ commands and direct file access for efficient workflows.
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
Lightweight coordination server for autonomous AI coding agents โ task claiming, file locks, message passing, and health monitoring over REST
๐ก๏ธ Enable secure, read-only SSH access for LLM agents to audit servers, run diagnostics, and inspect logs without risking data changes.
๐ค Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
A plug-and-play framework for AI-assisted software development, enhancing context-aware collaboration in complex codebases. Perfect for tools like GitHub Copilot. ๐โจ
๐ง Enhance agent skills with the Awesome Agent Skills MCP Server, providing powerful tools for managing and optimizing agent functionality.
AI-powered group finance assistant using MCP architecture, Gemini LLM and Streamlit.
Manage and debug local Model Context Protocol servers with an easy desktop app that auto-discovers and monitors MCP instances.
Throughline for long-running AI projects.
๐ Enable real-time exploration of GitHub repositories with this high-performance Model Context Protocol (MCP) server built in Rust.
Aggregate and serve specialized Agent Skills across multiple servers with dynamic tool management and human-in-the-loop security controls.
๐ Build a production-ready RAG system that combines LangGraph and MCP integration for precise, context-aware AI-driven question answering.
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
WebSocket protocol for real-time AI agent coordination โ IRC for machines
Hawk CLI โ Model-Agnostic. Limitless Intelligence.
Self-hosted AI workflow orchestration server. Runs multi-phase LLM pipelines (Director โ Architect โ Implementer โ QA) and delivers structured artifacts via PR, webhook, or bundle.
๐ Enable AI agents to shop for users seamlessly, protecting your brand and data while streamlining commerce across any platform.
Open infrastructure/control plane for Unchained
Local-first autonomous coding agent that plans, executes, validates, and finishes software tasks end-to-end.
No description
๐ค Orchestrate AI models like GPT and Claude for seamless collaboration in multi-agent development tasks with the Claude Team MCP Server.
Provide reliable, repository-scoped memory for AI coding agents with code citations, just-in-time verification, and stale-proof data management.
๐ Simplify payment processing with PayLink, a unified API for multi-provider checkouts, ensuring reliable transactions and seamless integration.
๐ Fetch real-time cryptocurrency prices with a reliable server that uses Binance and CoinMarketCap for seamless data access and fallback.
๐ Build and launch a dynamic multi-agent ecosystem quickly with Swarm Factory, your go-to solution for adaptive AI development.
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
Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer
BRUNELLA AGENT SYSTEM (BAS) โ A JรVล DIGITรLIS SZERVEZETE
The limbic layer. Personality, register, and internal state monitoring. ALBEDO lives here โ the session instrument that governs tone, emotional signal detection, and the felt layer of every response.
Provide a JSON-RPC 2.0 server that enables Claude Code access via stdio or WebSocket without requiring an API key or extra authentication.
Build and run local AI agents with multi-model support, modular skills, secure controls, and multi-channel access for personal automation tasks.
๐ Manage multiple PostgreSQL databases with one MCP server, offering hot reload, access control, and read-only query safety in a single config file
๐ Automate literature surveys with AI agents using a structured protocol for thorough research and insightful report generation.
๐ Build a robust MCP gateway platform to enhance your Plex experience with seamless integration and reliable performance.
๐ Streamline build and dev output by feeding logs directly into AI coding sessions using Model Context Protocol for seamless automation.
๐ง Unlock Apple Mail's potential with 42 powerful tools for full scripting control, enabling advanced mailbox and email management.
๐ The open-source Wikipedia of AI โ 2M+ apps, agents, LLMs & datasets. Updated daily with tools, tutorials & news.
Let Agents Chat โ MCP server for AI agent communication
AI Workforce plugin for Claude Code โ proactive sales & marketing strategy for startup founders. 24 domain knowledge skills, 10 commands, 4 AI agents. Integrates 15+ strategic frameworks.
Add formal type safety (10 levels, dependent/linear/session types) to any query language โ SQL, GraphQL, Cypher, SPARQL, VQL
Extract state machines from code and model-check with TLA+/PlusCal
MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with natural language through Claude Desktop.
A self-evolving AI Agent Team โ agents that rewrite their own operating manual.
Provide stable access to Substack data by connecting MCP clients to the official Publisher API for post analytics and subscriber info.
๐ Connect your phone directly to AI agents with OpenClaw Gateway, an open-source WebSocket solution free from third-party oversight.
Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond-tier Laravel partner). Used by LarAgent and other frameworks to enable AI agent functionality.
Web-Use is a CDP powered Browser Agent
Enable AI agents to prove human verification securely using decentralized cryptographic identity without sharing personal information or relying on servers
Automate local Chrome browsing with isolated profiles, extract content, save pages to Markdown, and run searches using CLI tools and Node.js APIs.
Control autonomous AI agents by enforcing behavior rules to prevent unauthorized actions, improve focus, and boost execution efficiency.
๐ง Build a safe and supportive AI companion for mental health with SereneShield, part of the Kaggle ร Google Agents Intensive 2025 Capstone project.
๐ Enable seamless browser automation in OpenCode with the Browser MCP plugin for easy navigation and task execution.
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
Pure C ONNX runtime with zero dependancies for embedded devices
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
A Model Context Protocol (MCP) server for square
Microsoft Corporation Azure AI Projects Client Library for Python
weldable MCP server โ give your AI agent hundreds of tools
MCP server for Neiracore ACSP โ connect any AI agent to the Agent Commons network
Dial your AI agent into every platform. One identity. Every channel.
MCP server for ATOMS.tech โ AI agent integration for requirements management
Bridge WeChat messages to any terminal AI agent (Claude Code, Codex) via ilink protocol
MCP Server for FindSkills โ search and discover 32,000+ AI Agent Skills
AI agent OS for vibe coders โ MCP server for Claude, Cursor, Windsurf & Lovable. Security audits, SEO, performance, design tokens, copywriting and 76+ dev tools in one CLI.
Paean AI CLI - Claude Code-like AI agent with local MCP integration, task management, and autonomous worker mode
QuetraAI MCP server โ AI agent governance as MCP tools
MCP server for ClawVault - AI agent payment security layer
Give your AI agent a career. Persistent memory, reputation, expertise, and community โ for any MCP-compatible AI agent.
12 native protocol layers for AI-agent systems. No wrappers. No SDK dependencies.
P2P Agent Capability Sharing Protocol โ Airbnb for AI agent pipelines
FIX.Latest / 5.0 SP2 Parser / AI Agent Trading
CSP AI Agent MCP Server - Centralized AI tools distribution and management
Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI.
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
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
็ผ็จๅฏผ่ช 2025 ๅนด AI ๅผๅๅฎๆๆฐ้กน็ฎ๏ผๅบไบ Spring Boot 3 + Java 21 + Spring AI ๆๅปบ AI ๆ็ฑๅคงๅธๅบ็จๅ ReAct ๆจกๅผ่ชไธป่งๅๆบ่ฝไฝYuManus๏ผ่ฆ็ AI ๅคงๆจกๅๆฅๅ ฅใSpring AI ๆ ธๅฟ็นๆงใPrompt ๅทฅ็จๅไผๅใRAG ๆฃ็ดขๅขๅผบใๅ้ๆฐๆฎๅบใTool Calling ๅทฅๅ ท่ฐ็จใMCP ๆจกๅไธไธๆๅ่ฎฎใAI Agent ๅผๅใCurs
A structured execution protocol for echoes in AI systems. It includes a series of echoes designed to optimize, evaluate, and plan processes in conversational AI
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
Tired of hardcoding secrets like API keys in your MCP client configuration (e.g., mcp.json, claude_desktop_config.json)? mcp-secure-launcher lets you run your existing MCP servers securely without mod