#integration

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

Repository management, file operations, and GitHub API integration

Build, deploy, and manage production-ready APIs and workflow automations directly from your AI assistant. Cloudgate Builder lets Claude, ChatGPT, Cursor, and other MCP clients create workflows, publish REST APIs, manage integrations, and deploy instantly using secure OAuth authentication.

Build, deploy, and manage production-ready APIs and workflow automations directly from your AI assistant. Cloudgate Builder lets Claude, ChatGPT, Cursor, and other MCP clients create workflows, publish REST APIs, manage integrations, and deploy instantly using secure OAuth authentication.

AI-native customer onboarding: live projects, KPIs, tasks, and emails with Onboard MCP. Connect Onboard to Claude or any MCP-compatible AI client to seamlessly surface blocked tasks, draft customer emails, monitor KPIs, and take action—right from your AI workspace. Access 27+ purpose-bu ilt tools that cover every stage of the customer onboarding lifecycle, all from within your preferred AI assistant.

Aidress is the coordination layer for autonomous AI agents. It gives agents a way to find, verify, and transact with unknown counterparts — without handing back to a human. Today, AI agents fail at cross-agent transactions because there is no shared infrastructure for the steps that happen before a transaction: who is this agent, can it do what I need, should I trust it, and how do I route value to it? Aidress provides those five layers.

Rock.so MCP connects your Rock workspace to any MCP client. With a Personal Access Token, your AI assistant works across all your spaces as you: universal search, plus read and write for messages, tasks, notes, and files. Hosted over Streamable HTTP with Bearer auth, on every Rock plan including Free.

The best free Gantt chart maker — no signup, works offline, real-time collaboration. Its built-in MCP server lets Claude (web, Desktop, or Code) list, create, and edit your project timelines by chatting, using your own OAuth account.

EchoRelay is a multi-tenant HTTP relay: callers hit your versioned API lines, EchoRelay authenticates, rate-limits, and bills the request, then fans it out to your target URLs with retries and a dead-letter queue. The MCP server is the management plane — your agent can set up and operate a project end to end: create lines and endpoints, dry-run endpoint configs, manage API keys and key policies, invite team members, check billing and credits, read request logs and metrics, and retry or discard DLQ entries. Every tool carries read-only/destructive annotations, so MCP hosts can auto-approve reads and confirm destructive actions. Authentication is a Bearer token created in the EchoRelay panel. Docs: https://docs.echorelay.dev — pricing: https://echorelay.dev/pricing

UnClick is the universal remote for AI: one MCP install that gives any compatible agent 450+ callable endpoints across 60+ integrations, plus persistent cross-session memory.

AgenticBI is an agentic analytics platform that turns business questions into answers.Connect BigQuery, Salesforce, SAP, Google Drive, Trino, and more. Agents understand your data, find the right datasets, join across systems, run queries, and return answers with visualizations.Or skip the question and automate the workflow entirely. "Send me a sales report every morning at 8 AM." The agent identifies the data, picks the metrics, builds the dashboard, and sets up recurring delivery to your inbox or Slack.Structured data and documents in the same query. No SQL. No analyst. Works with Claude, Cursor, VS Code, and ChatGPT. Turn on screen reader support Connects your sources, builds the semantic layer, and answers your business questions — no SQL, no analyst, no waiting.Connects your sources, builds the semantic layer, and answers your business questions — no SQL, no analyst, no waiting.

A universal gateway MCP server providing seamless integration with multiple AI models and services through a unified interface.

Job platform for AI agents. Connect Claude, Cursor, or any MCP client. Search tech companies by their real stack, star the ones you'd actually work for, save jobs to your shortlist. Through conversation, populate your profile from a CV, manage applications, and let your agent surface roles that fit your skills. Tech-stack data comes from real job postings, not declared tags.

An MCP server that connects AI assistants to Ambient Weather personal weather stations. Built with Python FastMCP. Exposes three tools: ping (health check), get_devices (lists all stations on your account with latest readings), and get_current_weather (full weather report for a specific station by MAC address). Includes a 60-second TTL cache that respects Ambient Weather's API rate limits. Supports OS keyring for local development and environment variables for containerized deployments. Distributed as a Docker image with a multi-stage build, non-root user, and OCI labels. Tested live against real weather stations with Claude Desktop, VS Code, and Kiro.

MCP server for monitoring, managing and querying Informatica IDMC CDI jobs — start/stop jobs, check status, query activity logs via Claude, Cursor, and Agentforce

DataGrout is the connectivity and intelligence layer that lets AI agents actually operate inside your enterprise, automating complex multi-step workflows, connecting to any system through a single endpoint, and doing it all with built-in guardrails, persistent memory, and full observability. From data preparation to LLM cost tracking to prompt injection defense, DataGrout turns agents from sandboxed experiments into systems your business can actually depend on.

The mcp-kicad asset provides a bridge between AI assistants and KiCad electronics design files, allowing for parsing of schematics, generation of BOMs, electrical rules checking, and PCB layout analysis. It enhances the capabilities of AI in hardware design workflows by integrating with the popular open-source EDA tool, KiCad, which has over 2 million users.

Connect any MCP-compatible AI to Royal Mail and Parcelforce shipping. This server exposes five tools that let Claude, Cursor or any MCP client book orders, fetch postage labels, track shipments and cancel bookings through the official Click & Drop API. Covers 33 UK and international services, including 1st and 2nd Class, Tracked 24 and 48, Special Delivery, Parcelforce express and international tracked. Accepts both friendly service keys (for example tracked-24 or parcelforce-48) and raw Service Register codes (TOLP24, PFE48) directly. Typical workflows: daily order fulfilment from ecommerce platforms, customer service triage for tracking queries, returns handling, multi-carrier price comparison when paired with apc-mcp, bulk fulfilment days, and shipping quotes at checkout. Booking, tracking and cancellation verified end-to-end against the live Click & Drop API. Label retrieval requires a Royal Mail OBA account.

Pine Labs MCP Server is a production-grade Model Context Protocol (MCP) server that connects AI assistants and agentic applications to the Pine Labs payment gateway. It exposes Pine Labs' online payment APIs -- payment links, checkout orders, UPI intent payments, subscriptions, and transaction reporting -- as structured MCP tools that any compatible AI client can invoke. Built for fintech developers integrating payment gateway capabilities into AI-driven workflows, this server enables programmatic access to the full Pine Labs payment API surface through natural-language AI interfaces such as VS Code Copilot, Claude Desktop, and Cursor.

Access Versium's B2B2C identity graph directly through your AI agent. Generate targeted lead lists, enrich records with contact and firmographic data, validate emails, and size audiences — all through natural language. No manual exports or API coding required. Requires an active Versium REACH subscription with API access.

Studio is where you run MCP tools in the browser against real credentials -- see inputs, outputs, and errors before you trust an agent. Enable bundles in your workspace, then add your Hub or per-bundle streamable HTTP URL in Cursor, Claude, ChatGPT, or VS Code. Workspace-scoped credentials; optional mcpbundles CLI on PyPI.

Hosted MCP (streamable HTTP) for a large catalog of custom and official integrations—CRM, billing, data, dev tools, and more. Sign in at MCPBundles, connect OAuth or API keys, enable bundles for your workspace, then use the Hub MCP URL in Cursor, Claude, or other clients. Workspace-scoped credentials; optional mcpbundles CLI on PyPI.

Full MCP server for the Portkey AI Gateway Admin API. 151 tools for managing prompts, configs, virtual keys, analytics, guardrails, integrations, and more from any MCP client.

Persistent memory MCP server for Claude Desktop — lets Chat, Cowork, and Code share a single self-maintained memory across sessions.

Persistent memory MCP server for Claude Desktop — lets Chat, Cowork, and Code share a single self-maintained memory across sessions.

Persistent memory MCP server for Claude Desktop — lets Chat, Cowork, and Code share a single self-maintained memory across sessions.

Odoo is powerful. AI is powerful. Together, they’re even better. odoo-mcp-pro connects your AI assistant directly to your Odoo ERP, allowing you to interact with your business data using natural language. Instead of navigating through menus and interfaces, you simply ask questions or give commands—just like you would to a colleague. For example: "Show me all unpaid invoices over €5,000 from Q4." Your AI assistant understands the request, queries your Odoo system, and instantly returns the results. With odoo-mcp-pro, you can: Search and analyze data Create and update records Manage workflows with simple instructions It’s not meant to replace Odoo’s interface, but to complement it with a faster, more intuitive way of working. The tool is compatible with leading AI platforms such as Claude, ChatGPT, Gemini, Copilot, and Mistral through the MCP protocol, making it easy to integrate into your existing workflow. Currently available as a free beta, odoo-mcp-pro supports Odoo versions 14 through 19, runs on Python 3.10+, and uses modern authentication via OAuth 2.1. In short: odoo-mcp-pro turns your AI assistant into a smart interface for your Odoo system—helping you work faster, smarter, and more naturally.

A high-performance Model Context Protocol (MCP) server connecting AI assistants (Claude, Cursor, Windsurf) directly to TestRail.

MCP server for The Game Crafter's print-on-demand platform. Browse component catalogs, create game projects, add card decks and boards, upload artwork, and get instant pricing estimates.

The first and most comprehensive MCP server for Mirth Connect. 18 tools: parse channels, generate Rhino-compatible code, lint for anti-patterns, debug errors, diff channels between environments, extract SQL for DBA review, map channel dependencies, generate CI/CD deploy scripts, estimate throughput, convert inline code to templates, generate test messages, and validate JavaScript for Rhino compatibility. Built for healthcare integration developers.

The missing discovery layer for x402. AI agents can pay for services autonomously via HTTP 402 — but first they need to find them. This MCP server provides 5 tools to discover, rank, and verify x402 payment-gated APIs by capability, price, ERC-8004 trust score, and facilitator compatibility. Live services, live updates. USDC on Base mainnet.

Give your AI agent a phone number with one API call. ThruAI provides voice, telephony, knowledge base (RAG), self-learning, and 14 integrations. 50+ MCP tools for agents to make and receive phone calls, manage conversations, and access analytics.

Build with live API data. Paste this MCP URL into your AI coding assistant and get instant access to SODAX API data plus SDK documentation that auto-updates from GitBook.

A production-grade Model Context Protocol (MCP) server for Microsoft SharePoint. Connect Claude Desktop, VS Code Copilot, Cursor, Continue, or any MCP-compatible AI agent to your SharePoint — read files, manage folders, and reason over your organisation's knowledge.

Production-ready MCP server that enables Claude to trigger n8n workflows for healthcare automation. Features HIPAA compliance documentation, patient task management, and care coordination workflows

Give your AI agent unblockable browser access. Aluvia routes traffic through premium mobile carrier IPs to bypass 403s, CAPTCHAs, and WAFs automatically.

Turn User Feedback Into Production Code automatically Don't just collect requests—ship them. Loops integrates with AI Agents like Claude, Codex, and Cursor to write the code for top-voted features and notifies users the moment it’s live.

MCP360 is a unified integration platform and marketplace that connects AI agents to more than 100 external tools and custom MCPs through a single integration. It serves as a central access layer that allows AI agents to interact with a wide range of third-party services without requiring separate configurations for each tool. Once integrated, AI agents can use tools provided by mcp360 to perform tasks across different domains. The platform standardizes workflow execution, enabling agents to coordinate actions across multiple external services. MCP360 is designed to scale as agent capabilities grow. New tools added to the MCP360 marketplace become available immediately to existing integrations, enabling teams to expand what their AI agents can do without rebuilding or reconfiguring their systems. This makes MCP360 a stable foundation for building AI agents that rely on external services to complete real-world tasks.

Apigene MCP Gateway & MCP Client is the runtime layer that connects AI agents to APIs and MCP servers via Model Context Protocol. Key features: • Unified access to 100s of APIs and MCP servers through one gateway • No-code agent builder - configure via chat • Works with ChatGPT, Claude, Cursor, and custom apps • 10x faster tool calling with parallel execution • 99% output reduction with smart compression • Centralized governance, auth, and audit logs Turn any API into an MCP tool without custom code.

High-performance MCP server for USPTO Patent File Wrapper API with secure document downloads, metadata access, and context reduction

High-performance MCP server for USPTO Patent Trial and Appeal Board (PTAB) with context reduction, progressive disclosure workflows, and seamless cross-MCP integration

The Jotform MCP server provides programmatic access to forms and submissions via natural language interfaces, compatible with popular AI assistants including Cursor and VS Code extensions. Implementation follows the open Model Context Protocol specification, ensuring interoperability with any MCP-compatible client. The service is actively being optimized based on real-world usage patterns.This MCP is actively maintained and more tools will come soon.

Ultra slim integration, fast and secure. Control Shopify Admin tasks with agents or via prompt.

Co-create schemas with your AI — typed fields, relationships, SQL-like constraints. Turn unstructured content into a curated database built for insights. Platform integrations such as PostHog and Microsoft built-in and expanding. Any HTTP API via OpenAPI import. One MCP connection gives your agent full CRUD, semantic search, and a structured knowledge base that grows correctly over time.

The Dacast MCP (Model Context Protocol) Server integrates Dacast’s comprehensive video streaming and hosting platform with your AI-powered applications. Once configured, you can upload and manage video content, control live streams, review analytics, and access nearly all of Dacast’s broadcasting infrastructure through natural-language prompts in supported AI clients.

MCP Server for Mailjet SaaS Platform

A Model Context Protocol (MCP) server that provides secure SSH capabilities for AI assistants, enabling remote command execution, SFTP file transfers, and port forwarding with comprehensive security controls. Features: - 🔐 Secure SSH Command Execution - Execute commands on remote servers with granular security controls - 🛡️ Host Allowlisting - Only connect to pre-configured, trusted servers - 📁 SFTP File Operations - Upload, download, list, and delete files on remote servers - 🌉 SSH Port Forwarding - Create secure tunnels to access remote services - 🔄 Connection Pooling - Persistent connections with automatic management - 🔑 SSH Key Authentication - Secure authentication using SSH private keys - ⚙️ SSH Config Integration - Import servers from your existing SSJ config file - ✅ Command Allowlisting - Restrict which commands can be executed - 📦 Named Services - Pre-configured port forwarding services for common use cases - 🎯 Command Templates - Reusable parameterized commands with variable substitution

Enables PowerShell console to function as an MCP server for Claude Desktop.

The MailerSend MCP server lets you connect AI tools directly to your MailerSend account for real-time email management using the most current data. Use natural language prompts to send emails, manage domains, analyze performance, troubleshoot, and more. Quick and easy setup, just connect, authorize and start handling transactional email tasks faster and smarter.

Use zip1.io directly from AI assistants like Claude through the Model Context Protocol (MCP). Shorten URLs, retrieve analytics, and manage links using natural language commands.

MCP server for Terraform — automatically validates, secures, and estimates cloud costs for Terraform configurations. The Binadox solution integrates with any Model Context Protocol (MCP) client (e.g. Claude Desktop or other MCP-compatible AI assistants).

A Model Context Protocol (MCP) server that allows you to manage your daily routine TickTick tasks with LLMs!

本插件为 Model Context Protocol（MCP）提供了企业级 OpenAPI 文档能力，自动聚合并标准化 企业微信 与 飞书 的开放接口文档的MCP服务。 适用于构建企业内部集成、自动化工作流、Bot/Agent 开发等高频 API 使用场景

本插件为 Model Context Protocol（MCP）提供了企业级 OpenAPI 文档能力，自动聚合并标准化 企业微信 与 飞书 等的开放接口文档。 通过统一上下文调用、搜索和补全，开发者可在无需频繁查阅官网文档的情况下，快速获取接口定义、请求参数、响应结构及权限要求。 适用于构建企业内部集成、自动化工作流、Bot/Agent 开发等高频 API 使用场景。

MCP server for Bitnovo Pay integration with AI agents. Provides cryptocurrency payment capabilities through Bitnovo Pay API. Features include payment creation, status checking, QR code generation, and webhook management with support for multiple tunnel providers (ngrok, zrok, manual).

KnowSync's Model Context Protocol (MCP) server enables AI agents to access your organization's knowledge base in real-time. Connect Claude, Cursor, VS Code, and other AI tools to search, retrieve, and add content to your knowledge base seamlessly.

The Box MCP server allows third party AI agents to securely and seamlessly access Box content and use tools such as search, asking questions from files and folders, and data extraction.

MCP Datadog Server Servidor MCP (Model Context Protocol) completo e robusto para integração com APIs do Datadog Um servidor MCP de produção que oferece 351 tools para interagir com todas as APIs do Datadog através de LLMs, incluindo operações CRUD completas, tools curadas e ferramentas geradas automaticamente do schema. Node.js MCP License 🚀 Características Principais 📊 Tools Disponíveis (351 total) 9 Tools Curadas 🎯 - Handcrafted, otimizadas para casos específicos 25 Tools CRUD ⚡ - Operações CREATE, READ, UPDATE, DELETE para recursos principais 319 Tools Geradas 🔧 - Geradas automaticamente do schema oficial do Datadog 🔍 Recursos Avançados ✅ Autodescoberta de Schema - LLMs descobrem parâmetros automaticamente ✅ Validação Robusta - Zod schemas com validação completa ✅ Progress Tracking - Acompanhamento em tempo real para operações longas ✅ Error Handling - Tratamento inteligente de erros e retry automático ✅ CLI Rica - Interface completa para gestão e debugging 🛡️ Conformidade MCP ✅ 100% Compatível com TypeScript SDK oficial ✅ JSON Schema completo para todas as tools ✅ Metadata Annotations detalhadas ✅ Type Safety com validação Zod

Unified Context Layer (UCL) is a multi-tenant Model Context Protocol (MCP) server that enables AI agents, automation platforms, and applications to connect to over 1,000 SaaS tools—such as Slack, Jira, Gmail, Shopify, Notion, and more—via a single standardized /command endpoint. UCL abstracts away SDK sprawl, glue code, and complex authentication flows, allowing developers to orchestrate context-rich, cross-platform integrations without building and maintaining separate connectors for each service.

MCP-Airflow-API is a Model Context Protocol (MCP) server that transforms Apache Airflow REST API operations into natural language tools for LLM integration. Built for DevOps engineers, data engineers, and Airflow administrators who need intuitive cluster management capabilities.

WooCommerce MCP Server Plugin (no external server needed): Connect your WooCommerce store to AI assistants like Claude and VS Code. This WordPress plugin enables AI clients to access your store's product catalog, categories, reviews, and content through a secure, read-only interface. MCP for WooCommerce transforms your WordPress site into an AI-accessible data source built on Automattic's official WordPress MCP. It safely exposes public store information—products, categories, tags, reviews, shipping options, and WordPress content—while protecting customer data and private details. Perfect for building AI-powered shopping assistants or integrating with custom AI applications.

Exotel’s MCP Server empowers Agentic AI to make calls, send messages, and automate customer outreach without telephony complexity.

An MCP server for integrating with Twenty CRM, providing access to Twenty's REST API through categorized tools. The available tools map the entire Twenty REST API and were generated using the openapi-mcp-generator.

Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliability. Transform webpages into structured markdown, extract data using AI, and execute AI-powered web searches seamlessly. Enhance your applications with powerful web data extraction capabilities through this integration.

Clipboard MCP Server An MCP server that allows LLM models to save relevant output directly to your system clipboard for immediate use.

Provides context optimization tools to extract targeted information rather than processing large files and command outputs in their entirety.

Trigger a help request directly from your IDE via MCP and get human help in minutes

A comprehensive BullMQ MCP (Model Context Protocol) server for managing BullMQ Redis-based job queues. This BullMQ MCP integration enables Claude Code and other AI assistants to interact with BullMQ queues, monitor job status, manage workers, and perform queue operations through natural language.

Servidor MCP para automatización avanzada de workflows n8n vía Model Context Protocol. Permite ejecutar, listar y monitorizar flujos n8n desde cualquier cliente MCP compatible.

A cross-platform Model Context Protocol (MCP) server that enables AI agents to capture screenshots of specific application windows!

Open-source MCP server for browser automation. Enables AI systems to control browsers, interact with web pages, and extract content programmatically.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Salesforce Einstein (beta): https://www.cdata.com/download/download.aspx?sku=ZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for QuickBooks Time (beta): https://www.cdata.com/download/download.aspx?sku=HCZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Salesloft (beta): https://www.cdata.com/download/download.aspx?sku=KBZK-V&type=beta

QuerySculptor is a GraphQL query builder designed for AI agents that provides 26 structured tools via the Model Context Protocol (MCP). Instead of generating complex GraphQL queries from scratch, AI agents can build queries step-by-step with real-time validation, schema introspection, and error prevention. It works with Claude, Cursor, and other MCP clients, using Redis for session management and featuring a live demo with the Pokemon API. The tool transforms the traditional error-prone approach of raw GraphQL generation into a guided, conversational workflow perfect for AI assistants and chatbots.

hahahh  <img src="https://avatars.githubusercontent.com/u/108785628?s=64&v=4" alt="2.4" width="50%" height="50%"/>

A FastMCP-powered Model Context Protocol server for Google Ads API integration with automatic OAuth 2.0 authentication Connect Google Ads API directly to Claude Desktop and other MCP clients with seamless OAuth 2.0 authentication, automatic token refresh, GAQL querying, and keyword research capabilities.

A modular Taiga project management MCP server providing comprehensive sprint tracking, issue management, and team collaboration through natural language interface.

OpenAPI2MCP (Model Context Protocol) that allows AI clients to call any OpenAPI-compatible REST API through the MCP interface. This tool converts OpenAPI specifications into MCP tools, enabling AI clients to interact with external APIs seamlessly.

MCP server for integrating HubSpot with Claude Desktop and other MCP clients. Provides access to HubSpot contacts, companies, and deals through conversational tools.

Trello Desktop MCP A Model Context Protocol (MCP) server that provides comprehensive Trello integration for Claude Desktop. This server enables Claude to interact with Trello boards, cards, lists, and more through a secure local connection. Features 🔍 Search & Discovery Universal Search: Search across all Trello content (boards, cards, members, organizations) User Boards: Get all boards accessible to the current user Board Details: Retrieve detailed information about boards including lists and cards 📝 Card Management Create Cards: Add new cards to any list with descriptions, due dates, and assignments Update Cards: Modify card properties like name, description, due dates, and status Move Cards: Transfer cards between lists to update workflow status Get Card Details: Fetch comprehensive card information including members, labels, and checklists 💬 Collaboration Add Comments: Post comments on cards for team communication Member Management: View board members and member details Activity History: Track card actions and changes 📋 Organization List Management: Create new lists and get cards within specific lists Labels: View and manage board labels for categorization Checklists: Access card checklists and checklist items Attachments: View card attachments and linked files

MCP Salesforce is a server that connects AI assistants with Salesforce using secure OAuth authentication. It simplifies the integration process, offering features like dynamic schema discovery and secure token storage for a smooth user experience. 🐙✨

MCP Client & Server

MCP (Model Context Protocol) server for Microsoft SQL Server integration built with NestJS

MCP server or Testomat.io

🧠 Automated AI conversation recording and knowledge management system with MCP integration for Claude Desktop, VSCode, and Cursor

salesforce-http-mcp-server

Model Context Protocol server for Salesforce integration - enables AI agents to securely access Salesforce data

MCP-server for nyhetsanalyse med AI-integrasjon – henter artikler, genererer sammendrag og lager tidslinjer ved hjelp av NewsAPI og Claude AI.

MCP Server for integrating with Missive App to create and send email drafts

Pluggable web chat widget to interact with ORBIT MCP server.

LaunchDarkly's Model Context Protocol (MCP) Server

Silent-office MCP server (silentoffices.com)

A proof-of-concept for publish design system guidance and code snippets as an MCP server for usage with LLMs

Model Context Protocol (MCP) Server para administración inteligente de tareas del equipo OnBotGo. Integra APIs existentes de Apiaim e Intranet con capacidades de IA para gestión optimizada de proyectos.

Nova MCP servers collection - Puppeteer, GitHub, and Basic Memory integrations

A bridge server that connects Agent Communication Protocol (ACP) agents with Model Context Protocol (MCP) clients, enabling seamless integration between ACP-based AI agents and MCP-compatible tools like Claude Desktop.

Coupler.io MCP server