Best Artificial Intelligence Software for Model Context Protocol (MCP) - Page 3
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Compare the Top Artificial Intelligence Software that integrates with Model Context Protocol (MCP) as of November 2025 - Page 3
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This a list of Artificial Intelligence software that integrates with Model Context Protocol (MCP). Use the filters on the left to add additional filters for products that have integrations with Model Context Protocol (MCP). View the products that work with Model Context Protocol (MCP) in the table below.
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1
Tasklet
Tasklet
Tasklet is an AI-powered automation platform that enables users to automate complex business workflows by simply describing what they need in natural language. It connects seamlessly with thousands of pre-built integrations, direct HTTP APIs, and even cloud-based computers to execute tasks across any tool your team uses. Once configured, automation workflows are triggered on schedule, by email receipt, or via webhooks, allowing routines such as daily briefings combining calendar, inbox, and task lists; support-email triage that checks knowledge bases and drafts replies; monitoring external feeds (e.g., news or social media) and posting alerts to team channels; or periodic reminders for upcoming events and tasks. Tasklet removes the need for manual “if-this-then-that” setup or constant check-ins by running smarter agents that adapt, handle error cases, and operate autonomously.Starting Price: Free -
2
Metorial
Metorial
Metorial is an open source, developer-centric integration platform that streamlines the creation, deployment, monitoring, and scaling of agentic AI applications by connecting models to tools, data, and APIs via the Model Context Protocol. With a catalog of over 600 verified MCP “servers,” developers can give their agents capabilities like interacting with Slack, Google Calendar, Notion, APIs, databases, or other systems in just a few clicks or one API call. Metorial’s infrastructure is serverless and built for scale, deploying MCP servers in three clicks or an API call, supporting “zero to millions” of requests, and offering out-of-the-box observability including detailed logging, tracing, session replay, and error alerts. A full set of SDKs (Python, TypeScript) is provided, and every interaction is traceable so teams can audit and optimize agent behaviour. Whether self-hosted or cloud-powered, Metorial offers enterprise-grade security and multi-tenant support.Starting Price: $35 per month -
3
BrowserOS
BrowserOS
BrowserOS is an open source, agent-enabled browser built on a Chromium fork that brings AI agents directly into your web environment, letting you automate tasks, navigate, and interact with web apps simply by using natural language. You log into sites as usual, and with plain-English instructions like “scrape the quarterly results from this page and update a spreadsheet,” BrowserOS generates and runs a repeatable agent locally, handling clicks, form-fills, and navigation chores for you. It features built-in split-view access to major large-language-models such as ChatGPT, Claude, or Gemini, supports local model execution via platforms like Ollama, and ensures full compatibility with Chrome extensions and your existing bookmarks and passwords. With semantic search across browser history and bookmarks, highlighter tools, and the ability to install MCP (Model-Context-Protocol) servers for Gmail, Calendar, Docs, and Notion, the browser becomes a productivity hub.Starting Price: Free -
4
Fusion
Builder.io
Fusion is an AI-powered development platform that integrates design, product, and engineering workflows by connecting directly to your codebase, design system, and tooling. It allows teams to visually generate and edit responsive, production-ready UIs by leveraging existing repositories, design tokens and APIs, you can import Figma designs, attach your GitHub or Git providers, and prompt changes in natural language that the system transforms into pull requests or live previews. The platform supports real-time canvas editing with pixel-perfect precision, understands your components, styles, and backend structure, and enables any team member (designer, PM, or developer) to build features, prototypes, and fully interactive experiences without hand-coding every line. Built-in workflow integration means you can initiate builds from Slack mentions, Jira tickets, or design threads, track progress, review generated branches, and merge into your normal CI/CD pipeline.Starting Price: $24 per month -
5
TestSprite
TestSprite
TestSprite’s AI can draft test plans, implement integration and end-to-end test codes, schedule and execute test cases on the cloud platform, debug based on test results, and summarize all findings into comprehensive reports. TestSprite’s AI can interpret user-provided documentation and understand the test object. It can then draft test plans automatically and send them to customers for review. Once the test plan is approved, the test code will be implemented accordingly in seconds. Skip hiring testing engineers or contractors for pre-launch validation; all you need is us. Then TestSprite’s AI will schedule and execute test cases on our cloud platform automatically. It can even debug and identify potential root causes based on cloud testing outcomes. Finally, TestSprite will provide customers with detailed, comprehensive reports in the last step. Simplicity is easy when you just skip tons of mission-critical features. -
6
Composio
Composio
Composio is an integration platform designed to enhance AI agents and Large Language Models (LLMs) by providing seamless connections to over 150 tools with minimal code. It supports a wide array of agentic frameworks and LLM providers, facilitating function calling for efficient task execution. Composio offers a comprehensive repository of tools, including GitHub, Salesforce, file management systems, and code execution environments, enabling AI agents to perform diverse actions and subscribe to various triggers. The platform features managed authentication, allowing users to oversee authentication processes for all users and agents from a centralized dashboard. Composio's core capabilities include a developer-first integration approach, built-in authentication management, an expanding catalog of over 90 ready-to-connect tools, a 30% increase in reliability through simplified JSON structures and improved error handling, SOC Type II compliance ensuring maximum data security.Starting Price: $49 per month -
7
Glama
Glama
Glama.ai is a comprehensive AI workspace and integration platform that offers a unified interface to leading LLM providers, including OpenAI, Anthropic, and others. It supports the Model Context Protocol (MCP) ecosystem, enabling developers and enterprises to easily build, manage, and connect MCP-compatible services with AI agents such as Claude and GPT-4.Starting Price: $26/month/user -
8
Claude for Financial Services
Anthropic
Claude for Financial Services transforms institutional finance by combining advanced AI with deep financial data infrastructure and enterprise‑grade security into a single, unified intelligence layer. The Financial Analysis Solution connects essential data sources, such as S&P Global, Daloopa, and internal systems, in one interface, with every data point linking directly to its original source for instant verification and full transparency. Its privacy‑first design ensures that, by default, your inputs and outputs will not be used to train underlying models, while guided onboarding and MCP‑based connectors streamline deployment across banking, insurance, asset management, and fintech environments. Native workflows and agentic search capabilities enable teams to manage demanding financial workloads at scale, instantly checking information across multiple sources to reduce errors and execute complex analyses in minutes rather than hours. -
9
Supercamp
Supercamp
Supercamp transforms how companies work by creating a unified AI workspace where multiple LLMs, tools, and custom assistants collaborate seamlessly. Instead of juggling different AI platforms and losing context between tools, you get one intelligent hub where your AI assistants understand your business, remember your preferences, and connect with your existing workflow. Save thousands of hours by having AI that actually knows what you need. Key Features - Multi-LLM Integration: Access ChatGPT, Claude, Gemini, and other leading AI models from one interface, choosing the best AI for each specific task. - Custom AI Assistants: Create specialized AI assistants tailored to your business needs with company knowledge and skill sets. - Team Management: Organize team members, share AI assistants across departments, manage permissions, and maintain consistent AI performance.Starting Price: $29/month -
10
Orshot
DaSkrad
Orshot is an AI-powered platform that automates the creation of marketing visuals at scale using dynamic templates and integrations. It allows teams to design once and generate thousands of branded assets, such as social media graphics, e-commerce banners, event promotions, and more. With Orshot Studio, users can build or import templates from Figma or Canva, apply AI to personalize them, and manage consistency with saved logos, fonts, and brand colors. Developers can integrate Orshot directly into workflows with APIs, SDKs, CLI tools, and no-code integrations like Zapier and Airtable. Teams benefit from enterprise-ready features like workspaces, collaboration, usage insights, and storage options such as AWS S3 and Cloudflare R2. Backed by GDPR and SOC 2 compliance, Orshot delivers fast, secure, and scalable creative automation trusted by marketers, developers, and agencies.Starting Price: $20/month -
11
Markup AI
Markup AI
Markup AI provides an API-driven platform that helps organizations scan, score, rewrite, and enforce quality & compliance standards across their written content. It enables users to define brand-voice/style guides, regulatory or legal criteria, and then integrates with content workflows (via APIs, Zapier, MCPs, or direct app integrations) so that any draft or published content can be checked for consistency, tone, accuracy, and compliance. Pieces of content are flagged if they fail to meet defined standards; side-by-side comparisons show what changed, why, and how much improvement was made. Existing content repositories can also be audited; large batches of content can be identified as being outdated, misaligned, or in need of branding or legal updates, and then rewritten en masse. Its goal is to speed up time-to-publish, reduce risk of brand or regulatory missteps, improve confidence in content operations, and make teams more efficient.Starting Price: $180 per month -
12
CData Connect AI
CData
CData’s AI offering is centered on Connect AI and associated AI-driven connectivity capabilities, which provide live, governed access to enterprise data without moving it off source systems. Connect AI is built as a managed Model Context Protocol (MCP) platform that lets AI assistants, agents, copilots, and embedded AI applications directly query over 300 data sources, such as CRM, ERP, databases, APIs, with a full understanding of data semantics and relationships. It enforces source system authentication, respects existing role-based permissions, and ensures that AI actions (reads and writes) follow governance and audit rules. The system supports query pushdown, parallel paging, bulk read/write operations, streaming mode for large datasets, and cross-source reasoning via a unified semantic layer. In addition, CData’s “Talk to your Data” engine integrates with its Virtuality product to allow conversational access to BI insights and reports. -
13
Chrome Sidekick
Chrome Sidekick
Chrome Sidekick is a browser extension that acts as an AI sidebar agent embedded in every webpage. It sees both the page’s HTML and visual content and can explain pages, automatically extract data, run workflows, and automate multi-step tasks. Users can save instructions as reusable Workflows, connect to external apps via MCP (a connector protocol), and interact with them via voice commands for hands-free operation. The assistant maintains memory, so it remembers context over time and can handle follow-up tasks. It supports switching among AI models, custom API keys, light/dark mode, and remote control via Cursor or Claude Desktop. Chrome Sidekick essentially accompanies you on every page, letting you ask questions about the current website, automate actions, and extract info without frequent switching.Starting Price: $9 per month -
14
Agentforce Vibes
Salesforce
Agentforce Vibes introduces vibe coding, a generative AI–powered approach that lets developers convert natural language instructions into production-ready Salesforce applications with enterprise-grade security, governance, and infrastructure. Unlike simpler vibe coding tools aimed at prototyping, Agentforce Vibes supports the full development lifecycle, ideation, building, testing, deployment, and observability, while integrating with Salesforce’s platform and trust layers. It functions as an AI-powered IDE (usable within VS Code or any VS Code-compatible environment) that understands your Salesforce schema and metadata, enabling features such as agentic code generation (Apex, HTML, CSS, JavaScript), intelligent rule enforcement, test case generation, debugging, rollbacks, and natural language DevOps. It supports multiple language models, is extensible via Model Context Protocol (MCP) with over 20 built-in tools, and allows reuse of existing code. -
15
AgentShield
AgentShield
AgentShield is a next-generation identity platform built to verify both human users and AI agents acting on their behalf. It enables organizations to confirm who an agent is, whether the person behind the agent has provided explicit authority, and that the agent is trustworthy, all through APIs and JavaScript integrations. The product includes tools that detect agentic sessions on a website. and enforces identity and permission checks for agent-to-agent or agent-to-service interactions under the open Model Context Protocol Identity (MCP-I) specification. With KYA, businesses can securely manage agent identities and permissions, institute audit-trails, automation workflows, and finely-tuned access control for autonomous systems, thereby protecting themselves from misuse of digital identities and ensuring transparency when AI systems act on behalf of users. -
16
Parallel
Parallel
The Parallel Search API is a web-search tool engineered specifically for AI agents, designed from the ground up to provide the most information-dense, token-efficient context for large-language models and automated workflows. Unlike traditional search engines optimized for human browsing, this API supports declarative semantic objectives, allowing agents to specify what they want rather than merely keywords. It returns ranked URLs and compressed excerpts tailored for model context windows, enabling higher accuracy, fewer search steps, and lower token cost per result. Its infrastructure includes a proprietary crawler, live-index updates, freshness policies, domain-filtering controls, and SOC 2 Type 2 security compliance. The API is built to fit seamlessly within agent workflows: developers can control parameters like maximum characters per result, select custom processors, adjust output size, and orchestrate retrieval directly into AI reasoning pipelines.Starting Price: $5 per 1,000 requests -
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Webrix MCP Gateway
Webrix
Webrix MCP Gateway is an enterprise AI adoption infrastructure that enables organizations to securely connect AI agents (Claude, ChatGPT, Cursor, n8n) to internal tools and systems at scale. Built on the Model Context Protocol standard, Webrix provides a single secure gateway that eliminates the #1 blocker to AI adoption: security concerns around tool access. Key capabilities: - Centralized SSO & RBAC - Connect employees to approved tools instantly without IT tickets - Universal agent support - Works with any MCP-compliant AI agent - Enterprise security - Audit logs, credential management, and policy enforcement - Self-service enablement - Employees access internal tools (Jira, GitHub, databases, APIs) through their preferred AI agents without manual configuration Webrix solves the critical challenge of AI adoption: giving your team the AI tools they need while maintaining security, visibility, and governance. Deploy on-premise, in your cloud, or use our managed serviceStarting Price: Free -
18
Axway Amplify
Axway
To become the hero, not the roadblock, many IT departments are investing in integration platforms that let users accomplish projects themselves, instead of waiting for an IT specialist. Whether it’s cutting the budget, struggling to get to the cloud, or tackling a growing project backlog, IT is challenged like never before. To become the hero, not the roadblock, many IT organizations are investing in platforms that let users accomplish projects themselves, instead of waiting for an IT specialist. Axway Amplify Platform is the enterprise integration platform that that can hide integration complexity, enforce IT policy, and scale at will, enabling your teams to: Stop repetitive one-off integrations, and focus on reusable integrations that can be leveraged by wider internal and external teams. Gain cloud cost savings and increase scale by moving on-premises integration silos to the cloud, or by leveraging them in place with hybrid deployment, and much more. -
19
Pipedream
Pipedream
The fastest way to integrate APIs and run code. Pipedream is a serverless integration and compute platform that makes it easy to connect apps and develop event-driven workflows. Event sources turn any API into a real-time event stream. Create event sources to listen for new Tweets, Github events, Airtable records, RSS items, webhook events and more. Inspect events in a human-friendly way, trigger Node.js workflows on every event, or consume events in your own app via API. Workflows are composed of Node.js code steps that run on every event. Write your own Node.js (and use any npm package) or reuse actions that scaffold popular APIs. Trigger via sources or a custom URL, email address, SDK code or schedule. Auth apps once, connect to those apps in any workflow. Pipedream supports OAuth and key-based auth, and handles the OAuth flow and token refresh for you. Just link accounts to steps and reference the relevant auth info in code.Starting Price: Free -
20
Le Chat
Mistral AI
Le Chat is a conversational entry point to interact with the various models from Mistral AI. It offers a pedagogical and fun way to explore Mistral AI’s technology. Le Chat can use Mistral Large or Mistral Small under the hood, or a prototype model called Mistral Next, designed to be brief and concise. We are hard at work to make our models as useful and as little opinionated as possible, although much remain to be improved! Thanks to a tunable system-level moderation mechanism, Le Chat warns you in a non-invasive way when you’re pushing the conversation in directions where the assistant may produce sensitive or controversial content.Starting Price: Free -
21
Claude Haiku 3
Anthropic
Claude Haiku 3 is the fastest and most affordable model in its intelligence class. With state-of-the-art vision capabilities and strong performance on industry benchmarks, Haiku is a versatile solution for a wide range of enterprise applications. The model is now available alongside Sonnet and Opus in the Claude API and on claude.ai for our Claude Pro subscribers. -
22
Sky
Sky
Sky is an AI-powered assistant designed for macOS, offering natural computing capabilities that allow users to interact with their computers through natural language. It overlays your current activities, enabling seamless access to AI assistance across various tasks such as chatting, writing, planning, and coding. Sky understands the context of what's on your screen and can execute actions using your existing applications. Users can customize Sky with personalized prompts, scripts, shortcuts, and Model Context Protocols (MCPs), tailoring the experience to their specific workflows. This integration aims to make computing more intuitive by bridging the gap between human language and computer operations. Sky is scheduled for release in the summer of 2025, with more information available on its official website. -
23
SchemaFlow
SchemaFlow
SchemaFlow is a powerful tool designed to enhance AI-powered development by providing real-time access to your PostgreSQL database schema through the Model Context Protocol (MCP). It allows developers to connect their databases, visualize schema structures with interactive diagrams, and export schemas in various formats such as JSON, Markdown, SQL, and Mermaid. With native MCP support via Server-Sent Events (SSE), SchemaFlow enables seamless integration with AI-Integrated Development Environments (AI-IDEs) like Cursor, Windsurf, and VS Code, ensuring that AI assistants have up-to-date schema information for accurate code generation. It offers secure token-based authentication for MCP connections, automatic schema synchronization to keep AI assistants informed of any changes, and a schema browser for easy navigation of tables and relationships. -
24
11.ai
ElevenLabs
11.ai is a voice-first AI assistant built on ElevenLabs Conversational AI that connects your voice to everyday workflows via the Model Context Protocol (MCP), enabling hands-free planning, research, project management, and team communication. By integrating out of the box with tools such as Perplexity for live web research, Linear for issue tracking, Slack for messaging, and Notion for knowledge management, and supporting custom MCP servers, 11.ai can interpret sequential voice commands, contextualize data, and take meaningful actions. It delivers real-time, low-latency interactions with multimodal support (voice and text), integrated retrieval-augmented generation, automatic language detection for seamless multilingual conversations, and enterprise-grade security (including HIPAA compliance). -
25
Claude Opus 4.1
Anthropic
Claude Opus 4.1 is an incremental upgrade to Claude Opus 4 that boosts coding, agentic reasoning, and data-analysis performance without changing deployment complexity. It raises coding accuracy to 74.5 percent on SWE-bench Verified and sharpens in-depth research and detailed tracking for agentic search tasks. GitHub reports notable gains in multi-file code refactoring, while Rakuten Group highlights its precision in pinpointing exact corrections within large codebases without introducing bugs. Independent benchmarks show about a one-standard-deviation improvement on junior developer tests compared to Opus 4, mirroring major leaps seen in prior Claude releases. Opus 4.1 is available now to paid Claude users, in Claude Code, and via the Anthropic API (model ID claude-opus-4-1-20250805), as well as through Amazon Bedrock and Google Cloud Vertex AI, and integrates seamlessly into existing workflows with no additional setup beyond selecting the new model. -
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Rube
Rube
Rube is a universal MCP (Model Context Protocol) server that enables AI chat clients to perform real-world actions across 500+ applications, including Gmail, Slack, GitHub, Notion, and more. Once installed, users authenticate their apps just once, and then, via natural language within their AI chat, they can instruct Rube to execute tasks like sending emails, creating tasks, updating databases, or posting updates. It intelligently manages authentication, API routing, and context handling behind the scenes, allowing for seamless multi-step workflows, such as fetching data from one app and sending it to another, without manual setup. Rube supports both individual and team use: shared connections let teammates access apps through a single, unified interface, while integrations persist across different AI clients. Built on Composio’s secure infrastructure, Rube ensures encrypted OAuth flows and SOC‑2 compliant practice, all wrapped in a streamlined, chat-first automation experience. -
27
Auggie CLI
Augment Code
Auggie CLI brings Augment’s intelligent coding agent directly into your terminal by leveraging its powerful context engine to analyze code, make edits, and execute tools both interactively and within automated workflows. Developers can install it via npm (requiring Node.js 22+ and a compatible shell), then launch a full-screen interactive session using auggie, complete with real-time streaming, visual progress, and conversational tooling, for debugging, feature development, PR review, or triaging alerts. For automation, Auggie offers streamlined modes ideal for CI/CD pipelines and background tasks. The CLI also supports custom slash commands for repeatable workflows, integrates with external tools and systems via native integrations and Model Context Protocol (MCP) servers, and can be scripted in pipelines or GitHub Actions for tasks like auto-generating PR descriptions. -
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Incredible
Incredible
Incredible is a no-code automation platform powered by agentic AI models designed for real work across applications, letting users create AI “coworkers” that perform complex, multi-step workflows merely by describing tasks in plain English. These AI agents integrate with hundreds of productivity tools, CRMs, ERPs, email systems, Notion, HubSpot, OneDrive, Trello, Slack, and more to perform actions like content repurposing, CRM health checks, contract reviews, and content calendar updates without writing any code. Its architecture supports parallel execution of hundreds of actions with low latency and handles large datasets efficiently, dramatically reducing token limitations and hallucinations in data-critical tasks. The latest model, Incredible Small 1.0, is available in research preview and via API as a drop-in alternative to other LLM endpoints, offering high-precision data processing, near-zero hallucination, and enterprise-scale automation. -
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Google’s Agent Payments Protocol (AP2) is an open protocol designed together with over 60 payments, fintech, and tech companies (e.g., Mastercard, PayPal, Adyen, Coinbase, Etsy) to enable secure, agent-led transactions across platforms. It builds on earlier open standards like Agent2Agent (A2A) and the Model Context Protocol (MCP) to ensure that when an AI agent initiates or completes a payment on behalf of a user, three core requirements are met: authorization (proving the user explicitly gave permission for that specific purchase), authenticity (ensuring the agent’s intended purchase matches what the user meant), and accountability (clear audit trails and responsibility in case of errors or fraud). The protocol uses mandates, which are cryptographically signed digital contracts backed by verifiable credentials.
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Gentoro
Gentoro
Gentoro is a platform built to empower enterprises to adopt agentic automation by bridging AI agents with real-world systems securely and at scale. It uses the Model Context Protocol (MCP) as its foundation, allowing developers to automatically convert OpenAPI specs or backend endpoints into production-ready MCP Tools, without writing custom integration code. Gentoro takes care of runtime concerns like logging, retries, monitoring, and cost optimization, while enforcing secure access, auditability, and governance policies (e.g., OAuth support, policy enforcement) whether deployed in a private cloud or on-premises. It is model- and framework-agnostic, meaning it supports integration with various LLMs and agent architectures. Gentoro helps avoid vendor lock-in and simplifies tool orchestration in enterprise environments by managing tool generation, runtime, security, and maintenance in one stack.
