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Agents MCP servers
Agents MCP servers indexed by Conduid, ranked by trust score. 10K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
OpenShomer
Open-source agentic security engineer for LLM system prompts, agent configs, tool definitions, and MCP servers.
Prime Compute
Autonomous compute marketplace: an AI broker rents idle GPUs, CPUs, and servers and streams USDC nanopayments on Arc via x402, handing a lease off to another provider when one deg…
Kaoru Agent
Desktop AI companion with Live2D avatar, autonomous coding agent (AgentLoop), semantic memory, and a deterministic proactivity engine — real process sandboxing (bwrap), permission…
Vibe Audit
Autonomous DOM lifecycle auditor -- multi-agent MCP system built on the Kaggle 5-Day Gen AI Intensive.
Simple Langchain MCP Examples For STDIO And SSE Protocols
Simple Langchain MCP examples for STDIO and SSE protocols
Azure DevOps Search MCP
For Agentic Search
A2a MCP Express.js
This repository implements a Node.js AI agent using Express, LangChain, the Model Context Protocol (MCP), and the Agent-to-Agent (A2A) protocol. It is fully compliant with the lat…
Say2
Tools for AI Agent Communication Protocols (MCP, ACP, A2A). Inspector, Gateway (planned), Protocol Translation (planned)
MAS MCP City
Standards-first multi-agent architecture for reproducible coordination of LLM-enabled agents. It integrates FIPA-like semantics with the Model Context Protocol (MCP) over NGSI-LD…
Pievra MCP
MCP server for agentic advertising intelligence. 7 tools: agent discovery, protocol metrics, deployments, compatibility, stack recommendations.
Certy Gh600 MCP Server Lab
A runnable MCP server lab for GH-600 (stdio, deterministic tools). By Certy.
Deep Dive
A learning lab for the Model Context Protocol in AI Engineering
Bubblit
Bubble your MCP tools into behaviour classes so agents find the right ones first
Prompt Version Control
Git-like versioning for prompts with eval-gated promotion. Store, diff, tag (draft/staging/production), A/B serve, and gate promotion on eval results. Self-hosted, not SaaS.
Webmcp Example
This project demo the usecase of defining website as webmcp for Agentic usecase.
Saju Concierge
Saju Concierge — Korean fortune-telling MCP server (사주 운세). Agentic Player 10.
Context Forge Ts
TypeScript implementation of Agentic Context Engineering — evolve your AI playbook (Bun/Node)
Retry Repro
Reproductions of duplicate tool execution over MCP: timeout cancellation, process restart, Streamable HTTP, and LangGraph's default retry policy.
Dotprompts
An MCP server/Webapp to store all your favorite prompts and have them available everywhere
Multi Agent Desktop Orchestrator
Node.js multi-agent orchestrator for LLMs + desktop automation — MCP, semantic memory, 178 tests. Showcase repo (core code private).
Agentic Applications
Agentic applications — an MCP server with a schema-validated LLM pipeline, and an autonomous onchain agent with a real unattended transaction.
Opencode Agent MCP
MCP server that lets an upstream Agent invoke one or more independent OpenCode Agents across multiple workspaces — the practical bridge toward multi-workspace A2A.
AI Code Review Agent
AI-powered multi-agent code review system using Claude API and MCP (TypeScript)
Personalized Study Coach
The Personalized Study Coach is an adaptive, multi-agent AI system that helps students optimize their learning path. It utilizes a Model Context Protocol (MCP) server architecture…
Ableton Copilot
Agentic copilot for Ableton Live 12: browser chat UI to Claude to MCP bridge to the Live Object Model. Claude controls the DAW directly, not just answers questions about it.
Gmail Agent With LangGraph.js
A Model Context Protocol (MCP) server to enable smart Gmail actions in a LangGraph agent. Includes Gmail OAuth, a React user interface with an Express backend, an agent that can m…
AI LLM Engineering
AI & LLM engineering — MCP servers, agentic payment rails, and applied ML inside trading systems.
Agentready Woo
Agentic commerce readiness for self-hosted WooCommerce stores — free scan, live product feed, MCP tool surface for shopping agents. Live at app.utilityhouse.xyz
Finance Agent
LangGraph and MCP multi-agent prototype for structured A-share research with bounded evaluation and reflection.
Context Rich Agent Reference
Reference implementation of the context-at-source pattern: in-repo AI rule files, a rule-aggregation generation script, and a custom MCP server feeding a live API to an AI coding…
Enterprise AI Operation Agent MCP Edition
Enterprise AI Operations platform built with LangGraph & Model Context Protocol (MCP). A multi-agent supervisor orchestrates specialized e-commerce workers connected to a Node.js/…
Agentic Cinema Hackathon
Autonomous Studio Operations & Observability Copilot powered by Gemini 3.7 Flash & Grafana MCP
Dsh Toolkit
DSH Plugin Toolkit: 20 deterministic tools via MCP / A2A v1.0 / REST gateway
Interview Prep Hub
Daily interview prep for software/AI/ML/agentic-AI engineers: Duolingo-style streak, Claude-graded speaking practice, HF trending via MCP, daily papers.
SmartBusinessAssistant
MCP-powered document assistant. Upload a PDF, CSV, or TXT — the AI uses a two-phase agentic loop to decide which MCP tool to call, reads the document, and answers your question. R…
Cropcode
CropCode — AI coding agent for agricultural research with DeepSeek V4, MCP, skills marketplace, and multi-session management
Myrmecia
Self-hosted Agent Ops — run, govern, observe, and improve fleets of AI agents from one local-first control plane.
CrewLink
A powerful integration platform that seamlessly links Model Context Protocol (MCP) servers with CrewAI agents. Enables AI assistants with enhanced capabilities including DALL-E 3…
Agent Protocol Security
Aim to validate the security design (e.g. identity, authentication, authiorization) for agent protocols, including agent-to-other protocols (e.g. MCP), or agent-to-agent protocols…
Weather Test
mcp-server-weather-test
Minimal MCP Filesystem Program
This code demonstrates how to bridge the Model Context Protocol (MCP) with LangGraph to give an AI agent direct access to local system resources. It sets up a filesystem server vi…
Apartment Finder AI
ApartmentFinder is an intelligent multi-agent system designed to simplify the chaos of relocations
Databricks MCP Langchain
An example on how to use Databricks Managed MCPs with Langchain/Chainlit
Doramagic MCP Servers Pack
Servers Link Only Metadata Page AI context pack for Claude Code, Codex, Cursor, and Aider: AGENTS.md, CLAUDE.md, prompts, evals, pitfalls, and verification notes for modelcontextp…
Production Ready MCP Servers For Claude Code
Curated list of the best MCP servers for Claude, Cursor, Windsurf and AI agents.
Patterns
a pattern library for wiring MCP servers to AI agents in production
Ollamcp
Bridge de modelos Ollama a servidores MCP de tools. Workflows agentic locales sin cloud.
Truthstack MCP
Supplement safety MCP server for AI agents. FDA FAERS signals, CYP450 pathways, 584 compound aliases. Works with Claude Desktop, LangChain, CrewAI.
Azure Demos MCP Examples
MCP examples in agentic AI development
The Smiths
Agentic systems with LangChain, MCP, and A2A