Software Alternatives, Accelerators & Startups

OpenStack VS HasMCP

Compare OpenStack VS HasMCP and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

OpenStack logo OpenStack

OpenStack software controls large pools of compute, storage, and networking resources throughout a datacenter, managed through a dashboard or via the OpenStack API.

HasMCP logo HasMCP

Convert your API into MCP Server in seconds. No-code, GUI based MCP Framework that creates, deploys and serves MCP servers with built-in auth, realtime logs and telemetry. Make your product available in LLMs today!
  • OpenStack Landing page
    Landing page //
    2023-07-22
  • HasMCP Overview page
    Overview page //
    2026-02-01
  • HasMCP MCP Server Secret Manager
    MCP Server Secret Manager //
    2026-02-01
  • HasMCP MCP Server Connection String
    MCP Server Connection String //
    2026-02-01
  • HasMCP MCP Server Skills
    MCP Server Skills //
    2026-02-01
  • HasMCP MCP Server Tools
    MCP Server Tools //
    2026-02-01
  • HasMCP MCP Server Resources
    MCP Server Resources //
    2026-02-01
  • HasMCP MCP Server Analytics
    MCP Server Analytics //
    2026-02-01
  • HasMCP MCP Server Logs and Telemetry
    MCP Server Logs and Telemetry //
    2026-02-01

API to MCP Server

Automated OpenAPI Mapping: Streamlines integration by converting OpenAPI (v3.0/3.1) and Swagger documentation directly into LLM-ready Model Context Protocol (MCP) tools. This eliminates the need for manual "glue code," ensuring accurate, no-code setup in seconds.

MCP Auth

Native MCP Elicitation Auth: Solves authentication challenges by handling OAuth2 flows natively. The system pauses to "elicit" permission, directing users to secure login pages. This ensures credentials are never shared with the LLM.

Secret Management

Secure Secret & Proxy Management: Protects sensitive data by storing API keys in an encrypted vault. HasMCP acts as a proxy, injecting necessary secrets into requests only when needed, ensuring they are never exposed to the AI or end-users.

Context Window Optimization

Reduces LLM costs and latency by minimizing data payload.

  • JMESPath Pruning: Uses declarative queries to filter JSON responses, discarding irrelevant fields.

  • Goja (JS) Logic: Embeds a JavaScript engine to execute complex logic, formatting, and data transformation before the data reaches the LLM.

REST & gRPC

Leverages REST with OpenAPI spec and use gRPC discovery

MCP Composition

Allowing developers to chain multiple modular MCP servers together to build complex, scalable AI workflows.

Operations & Visibility

  • Real-time Dynamic Tooling: Ensures the LLM always has an accurate view of available tools. If an API goes down or permissions change, HasMCP triggers a tool_changed event to update the LLM instantly without a restart.

  • Observability & Telemetry: Provides a suite of monitoring tools including usage analytics, user governance, token economics (cost savings tracking), and a streaming debug console with payload inspection to troubleshoot data transformations in real-time.

OpenStack

Pricing URL
-
$ Details
Platforms
-
Release Date
-

HasMCP

Website
hasmcp.com
$ Details
freemium
Platforms
Docker Cloud
Release Date
2026 January
Startup details
Country
United States
State
CA
Founder(s)
Mustafa Turan
Employees
1 - 9

OpenStack features and specs

  • Open Source
    OpenStack is open source, which means there is no licensing fee and a broad community of users and developers contributes to its development and support.
  • Flexibility
    It supports a wide variety of hardware and software, allowing organizations to customize their cloud infrastructure to meet specific needs.
  • Scalability
    OpenStack can scale horizontally, allowing organizations to add or remove resources as their needs change, effectively managing large pools of compute, storage, and networking resources.
  • Vendor Neutrality
    Being vendor-neutral, OpenStack offers flexibility to avoid vendor lock-in and choose from a wide range of compatible technologies and service providers.
  • Community Support
    A large and active community provides extensive documentation, forums, and support, which can be very helpful for troubleshooting and development.

Possible disadvantages of OpenStack

  • Complexity
    Setting up and managing OpenStack can be complex and requires a significant level of expertise, which may necessitate specialized training for staff.
  • Performance Overhead
    Being a feature-rich platform, it often involves more performance overhead compared to other simpler, more streamlined services.
  • Resource Intensive
    OpenStack can be resource-intensive in terms of CPU, memory, and storage, which might not be suitable for all organizations, especially smaller ones with limited resources.
  • Interoperability Issues
    Integrating OpenStack with existing systems and third-party tools can sometimes present challenges, especially when dealing with legacy infrastructure.
  • Evolving Platform
    The platform is constantly evolving, which can be both a pro and a con. Keeping up to date with the latest releases and changes can be time-consuming and may require ongoing maintenance.

HasMCP features and specs

  • OpenAPI Spec to MCP Server
    Converts OpenAPI Spec and Swagger spec to MCP Server in seconds
  • MCP Auth
    Authenticate MCP Server with server's OAuth2 or API Key
  • MCP Secret Manager
    Allow storing secret for the MCP server in vault
  • MCP Observability
    Tail realtime logs between MCP server and LLMs
  • MCP Telemetry
    Realtime telemetry logs that shares token usage, optimizations, payload sizes and all calls
  • MCP Analytics
    Access longer term analytics, see usage over time
  • Proxy Headers
    Pass headers directly from LLM to API

Analysis of OpenStack

Overall verdict

  • OpenStack can be an excellent choice for businesses and enterprises looking to deploy a cloud infrastructure, particularly if they value flexibility, scalability, and control over their environment. Being open-source, it also offers cost advantages compared to proprietary solutions, provided the organization has the necessary expertise to manage and maintain it. However, it may be challenging for smaller teams without dedicated IT resources due to its complexity and the steep learning curve associated with its deployment and management.

Why this product is good

  • OpenStack is a popular open-source cloud computing platform that enables users to build and manage both public and private clouds. It offers a flexible and scalable solution for organizations that need to handle large amounts of data and infrastructure. OpenStack is developed by a vast community of developers and organizations, ensuring continuous improvement and adaptation to new technologies. It supports a wide range of APIs, which allows for customization and integration with other services and tools.

Recommended for

    OpenStack is particularly recommended for large enterprises, organizations with skilled IT teams, academic institutions, and service providers that need a highly customizable and scalable cloud solution. It's also a great fit for entities with specific compliance requirements or those that need to run a private cloud with tailored configurations.

Analysis of HasMCP

Overall verdict

  • HasMCP appears to be a useful resource for developers and teams working with the Model Context Protocol (MCP), offering a centralized directory and tools to discover, evaluate, and integrate MCP servers into AI applications. However, as with any emerging platform, its value depends on the breadth of its listings, accuracy of information, and ongoing maintenance.

Why this product is good

  • Provides a centralized directory for discovering MCP servers, saving time compared to manual searching
  • Helps developers evaluate and compare different MCP integrations for their AI workflows
  • Focuses on the growing Model Context Protocol ecosystem, which is relevant for modern AI tooling
  • Can lower the barrier to entry for teams looking to connect AI models with external data and tools

Recommended for

  • Developers building AI applications that need MCP server integrations
  • Teams exploring the Model Context Protocol ecosystem
  • AI engineers looking to connect LLMs with external data sources and tools
  • Businesses evaluating MCP-based solutions for automation and context-aware AI

OpenStack videos

OpenStack Summit Primer, The Who, What, Why and How of OpenStack

More videos:

  • Review - Red Hat OpenStack Platform GPU use case
  • Review - Performance Analysis Review for Production OpenStack Private Cloud in SaaS

HasMCP videos

Public API to MCP Server (step-by-step guide)

More videos:

  • Tutorial - Create Token Optimized Brave Search MCP Server
  • Demo - API to MCP Server in Seconds

Category Popularity

0-100% (relative to OpenStack and HasMCP)
Cloud Computing
100 100%
0% 0
Developer Tools
0 0%
100% 100
VPS
100 100%
0% 0
AI
0 0%
100% 100

Questions & Answers

As answered by people managing OpenStack and HasMCP.

Why should a person choose your product over its competitors?

HasMCP's answer:

Built-in auth, realtime logs, telemetry, token optimization with interceptors and secret management make HasMCP win over all competitors.

Which are the primary technologies used for building your product?

HasMCP's answer:

Go, Vue.js, Taildwincss, Redis, Postgres, Sqlite

How would you describe the primary audience of your product?

HasMCP's answer:

Developers SaaS owners

What's the story behind your product?

HasMCP's answer:

I was working on MCP Servers and I found it is hassle to create one using the tools/frameworks. But not only the creation process, the servers had be downloaded via npx or python at that time. As an alternative, I had to wrap an existing endpoint by writing tons of code. Another thing is the change on the official MCP specs was lightning fast and are not simple just to update your server, you have to write code again to catch it up with the latest spec.

After understanding the underlying protocol communication, I decided to remove this bottleneck from developers life and democratize to access MCP Server with just sharable URL instead of arbitrary local code execution.

Another big challenge was token optimization; I shouldn't have been just returning the what endpoint returns, that was including a lot of unnecessary sometimes confidential information, so an interceptor idea was born. HasMCP supports Jmespath and JS interceptors that you can modify the payload before returning to the client. Either you need to remove a PII column or just prune the data that you need, HasMCP is here to help.

Authentication is one of the other pain points in MCP world; HasMCP supports OAuth2 authentication with elicitation when the OAuth2 client credentials are defined in the provider. So, no more thinking about how I am going to authenticate the user. It is ready to use with just standard OAuth2 client input values. The access/refresh tokens are stored in encrypted format in the session storage. If your API does not support OAuth2, I got you covered too: Your users can define secrets (encrypted environment values) to send specific header values on tool calls.

Realtime access logs and metrics gives you full visibility on what is happening behind the scene. What is the request/response payload in JSONRPC 2.0 format, what MCP client/server side notifications have been sent. What methods have been called, all available in realtime only (not stored)!

When we expose MCPs to LLMs we give full control on the tools, another killer feature of HasMCP is toggling the tools what is being exposed to LLM in realtime. You can simply toggle the ones and authorize access for LLMs and this takes immediate affect, so you can kill a tool or add new one on the fly. This increases the security and give the user to have granular control what is allowed or not. While talking to one LLM you can expose a subset of read only tools whereas some superusers would need to use the write endpoints, this selection is just a toggle in HasMCP. Once you created an API provider, you can create unlimited servers from it, you can just focus on the secure design of your system.

HasMCP is API first, and majority of these functionality also available in opensource community edition. It is time to make your product 7/24 available to ChatGPT, Gemini, VSCode, Cursor, Claude, and all other LLMs that has MCP client with realtime governance. Today is the day to build an MCP server for your product!

What makes your product unique?

HasMCP's answer:

HasMCP is the first GUI MCP Server framework that supports request/response altering with interceptors.

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare OpenStack and HasMCP

OpenStack Reviews

35+ Of The Best CI/CD Tools: Organized By Category
OpenStack is a cloud framework. It provides users and enterprises with horizontal scale infrastructure. Its tools allow you to compute, store and share data and resources. It also provides self-service administration that users can interact with directly.

HasMCP Reviews

We have no reviews of HasMCP yet.
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Social recommendations and mentions

Based on our record, OpenStack seems to be more popular. It has been mentiond 2 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

OpenStack mentions (2)

  • Learn OpenStack by Example: Part 1 - Install DevStack
    In my first post, I looked into what is OpenStack and how, if done right, can be quite a powerful ally in our cloud deployment strategies. In this post, I want to start looking at how we can create an application to learn the basics and components of the system. - Source: dev.to / about 5 years ago
  • Learn OpenStack by examples: Part 0 - Summary and Goals
    While searching for solutions and documentation on the various problems I've come across, I would often see references to OpenStack and it got my curiosity going. What is OpenStack? What services does it offer and who owns it? How do I learn to use it? What are it's costs and limitations? - Source: dev.to / about 5 years ago

HasMCP mentions (0)

We have not tracked any mentions of HasMCP yet. Tracking of HasMCP recommendations started around Feb 2026.

What are some alternatives?

When comparing OpenStack and HasMCP, you can also consider the following products

Linode - We make it simple to develop, deploy, and scale cloud infrastructure at the best price-to-performance ratio in the market.

FastMCP 3.0 - The fast, Pythonic way to build MCP servers and clients

DigitalOcean - Simplifying cloud hosting. Deploy an SSD cloud server in 55 seconds.

MCP Playground - Open-source MCP playground to test and introspect servers

Microsoft Azure - Windows Azure and SQL Azure enable you to build, host and scale applications in Microsoft datacenters.

Playground by Natoma - Simple, fast way to find and try any MCP server.