Build better agents

Give intelligent systems the full context they need — everywhere they run. Making reliably, safely, and predictably across any environment.

Build Effective MCP Servers

At Fiberplane, we’re making the MCP ecosystem smarter, faster, and more productive - starting with mcp-lite and mcp-gateway.ware, mcp-lite gives you the essentials to prototype fast and run safely in production.

Build better agents

At Fiberplane, we’re making the MCP ecosystem smarter, faster, and more productive starting — with mcp-lite and mcp-gateway.

Build Effective MCP Servers

At Fiberplane, we’re making the Model Context Protocol ecosystem smarter, faster, and more productive — starting with mcp-lite and mcp-gateway.

Construct, Validate, Optimise.

Everything You Need to Build Great Agents.

A best-of-breed toolkit for creating, testing, and improving agent workflows. Use one tool or the whole platform—mcp-lite, mcp-gateway, Reviewer, Code Mode, Evals, GEPA & LoRA—all working together to help you ship smarter, more reliable agents.

Construct, Validate, Optimise.

Everything You Need to Build Great Agents.

A best-of-breed toolkit for creating, testing, and improving agent workflows. Use one tool or the whole platform—mcp-lite, mcp-gateway, Reviewer, Code Mode, Evals, GEPA & LoRA—all working together to help you ship smarter, more reliable agents.

Construct, Validate, Optimise.

Everything You Need to Build Great Agents.

A best-of-breed toolkit for creating, testing, and improving agent workflows. Use one tool or the whole platform—mcp-lite, mcp-gateway, Reviewer, Code Mode, Evals, GEPA & LoRA—all working together to help you ship smarter, more reliable agents.

Construct, Validate, Optimise.

Everything You Need to Build Great Agents.

A best-of-breed toolkit for creating, testing, and improving agent workflows. Use one tool or the whole platform—mcp-lite, mcp-gateway, Reviewer, Code Mode, Evals, GEPA & LoRA—all working together to help you ship smarter, more reliable agents.

Gateway

Unified MCP Traffic Control

Monitor and manage all your MCP servers from one gateway—capture traffic, route requests, and get full visibility into your Model Context Protocol activity.

Find out more

Gateway

Unified MCP Traffic Control

Monitor and manage all your MCP servers from one gateway—capture traffic, route requests, and get full visibility into your Model Context Protocol activity.

Find out more

Gateway

Unified MCP Traffic Control

Find out more

Gateway

Unified MCP Traffic Control

Monitor and manage all your MCP servers from one gateway—capture traffic, route requests, and get full visibility into your Model Context Protocol activity.

Find out more

Review

Review and Validate

Automatically assess how well your MCP (Model Context Protocol) tools align with agent workflows—detect ambiguous names, unclear schemas or overlapping functionality before deployment..

Find out more

Review

Review and Validate

Automatically assess how well your MCP (Model Context Protocol) tools align with agent workflows—detect ambiguous names, unclear schemas or overlapping functionality before deployment..

Find out more

Review

Review and Validate

Find out more

Review

Review and Validate

Automatically assess how well your MCP (Model Context Protocol) tools align with agent workflows—detect ambiguous names, unclear schemas or overlapping functionality before deployment..

Find out more

Evals

Confidence, Automated

Automated evals that continuously measure each MCP server’s correctness, performance, and cost efficiency—giving you a clear, reliable signal on how your systems behave in real-world conditions, and the confidence to ship with speed.

Find out more

Evals

Confidence, Automated

Automated evals that continuously measure each MCP server’s correctness, performance, and cost efficiency—giving you a clear, reliable signal on how your systems behave in real-world conditions, and the confidence to ship with speed.

Find out more

Evals

Confidence, Automated

Find out more

Evals

Confidence, Automated

Automated evals that continuously measure each MCP server’s correctness, performance, and cost efficiency—giving you a clear, reliable signal on how your systems behave in real-world conditions, and the confidence to ship with speed.

Find out more

Code mode

Automate your flow

Let agents run selective, efficient, composable logic instead of flooding the model with tools and tokens.

Find out more

Code mode

Automate your flow

Let agents run selective, efficient, composable logic instead of flooding the model with tools and tokens.

Find out more

Code mode

Automate your flow

Find out more

Code mode

Automate your flow

Let agents run selective, efficient, composable logic instead of flooding the model with tools and tokens.

Find out more

mcp-lite

Effortless MCP server setup

Set up a servers quickly with a lightweight TypeScript framework that takes care of all the basics—communication, transport, and clean tool definitions—so you can focus on building.

Find out more

mcp-lite

Effortless MCP server setup

Set up a servers quickly with a lightweight TypeScript framework that takes care of all the basics—communication, transport, and clean tool definitions—so you can focus on building.

Find out more

mcp-lite

Effortless MCP server setup

Find out more

mcp-lite

Effortless MCP server setup

Set up a servers quickly with a lightweight TypeScript framework that takes care of all the basics—communication, transport, and clean tool definitions—so you can focus on building.

Find out more

GEPA & LoRa (coming soon)

Adaptive Intelligence

Adaptive MCP optimization that merges reinforcement learning with GEPA-style natural-language reflection, using real execution signals to refine schemas, behaviors, and interfaces so servers evolve toward higher accuracy and reliability.

Find out more

GEPA & LoRa (coming soon)

Adaptive Intelligence

Adaptive MCP optimization that merges reinforcement learning with GEPA-style natural-language reflection, using real execution signals to refine schemas, behaviors, and interfaces so servers evolve toward higher accuracy and reliability.

Find out more

GEPA & LoRa (coming soon)

Adaptive Intelligence

Adaptive MCP optimization that merges reinforcement learning with GEPA-style natural-language reflection, using real execution signals to refine schemas, behaviors, and interfaces so servers evolve toward higher accuracy and reliability.

Find out more

GEPA & LoRa (coming soon)

Adaptive Intelligence

Adaptive MCP optimization that merges reinforcement learning with GEPA-style natural-language reflection, using real execution signals to refine schemas, behaviors, and interfaces so servers evolve toward higher accuracy and reliability.

Find out more

Manage

Gateway

Nostra ratio instrumenta MCP tua pro claritate, structura, atque efficientia recenset, deinde tibi simplicem ac praxim utilem doctrinam praebet ut ea celeriora, firmiora, et faciliora agentibus fiant.

Download

Manage

Gateway

Nostra ratio instrumenta MCP tua pro claritate, structura, atque efficientia recenset, deinde tibi simplicem ac praxim utilem doctrinam praebet ut ea celeriora, firmiora, et faciliora agentibus fiant.

Download

Manage

Gateway

Nostra ratio instrumenta MCP tua pro claritate, structura, atque efficientia recenset, deinde tibi simplicem ac praxim utilem doctrinam praebet ut ea celeriora, firmiora, et faciliora agentibus fiant.

Download

Manage

Gateway

Nostra ratio instrumenta MCP tua pro claritate, structura, atque efficientia recenset, deinde tibi simplicem ac praxim utilem doctrinam praebet ut ea celeriora, firmiora, et faciliora agentibus fiant.

Download

Reliability

Evals

Nostra ratio instrumenta MCP tua pro claritate, structura, atque efficientia recenset, deinde tibi simplicem ac praxim utilem doctrinam praebet ut ea celeriora, firmiora, et faciliora agentibus fiant.

Download

Reliability

Evals

Nostra ratio instrumenta MCP tua pro claritate, structura, atque efficientia recenset, deinde tibi simplicem ac praxim utilem doctrinam praebet ut ea celeriora, firmiora, et faciliora agentibus fiant.

Download

Reliability

Evals

Nostra ratio instrumenta MCP tua pro claritate, structura, atque efficientia recenset, deinde tibi simplicem ac praxim utilem doctrinam praebet ut ea celeriora, firmiora, et faciliora agentibus fiant.

Download

Reliability

Evals

Nostra ratio instrumenta MCP tua pro claritate, structura, atque efficientia recenset, deinde tibi simplicem ac praxim utilem doctrinam praebet ut ea celeriora, firmiora, et faciliora agentibus fiant.

Download

Review’s

Get actionable insights

Our system reviews your MCP tools for clarity, structure, and efficiency, then gives you simple, actionable guidance to make them faster, more reliable, and easier for agents to use.

Download

Review’s

Get actionable insights

Our system reviews your MCP tools for clarity, structure, and efficiency, then gives you simple, actionable guidance to make them faster, more reliable, and easier for agents to use.

Download

Review’s

Get actionable insights

Our system reviews your MCP tools for clarity, structure, and efficiency, then gives you simple, actionable guidance to make them faster, more reliable, and easier for agents to use.

Download

Review’s

Get actionable insights

Our system reviews your MCP tools for clarity, structure, and efficiency, then gives you simple, actionable guidance to make them faster, more reliable, and easier for agents to use.

Download

Notion MCP Server

Score: A

https://your-mcp-server.com/mcp

Created on 24/05/1994

Operational

Last checked: 2 minutes ago

Figma MCP Server

Score: A

https://your-mcp-server.com/mcp

Created on 24/05/1994

Operational

Last checked: 2 minutes ago

Liner MCP Server

Score: A

https://your-mcp-server.com/mcp

Created on 24/05/1994

Operational

Last checked: 2 minutes ago

Find Out yours

https://your-mcp-server.com/mcp

Created on 24/05/1994

Find out more

Everything new in MCP

Your Hub for What’s Next

Gain deep visibility into your MCP’s overall health and transform that insight into measurable performance improvements. Leveraging the key principles from Writing Effective Tools for Agents — With Agents, our system analyzes core MCP metrics and delivers clear, actionable recommendations to help you build faster, smarter, and more reliable MCP servers.

Everything new in MCP

Your Hub for What’s Next

Gain deep visibility into your MCP’s overall health and transform that insight into measurable performance improvements. Leveraging the key principles from Writing Effective Tools for Agents — With Agents, our system analyzes core MCP metrics and delivers clear, actionable recommendations to help you build faster, smarter, and more reliable MCP servers.

Everything new in MCP

Your Hub for What’s Next

Gain deep visibility into your MCP’s overall health and transform that insight into measurable performance improvements. Leveraging the key principles from Writing Effective Tools for Agents — With Agents, our system analyzes core MCP metrics and delivers clear, actionable recommendations to help you build faster, smarter, and more reliable MCP servers.

Everything new in MCP

Your Hub for What’s Next

Gain deep visibility into your MCP’s overall health and transform that insight into measurable performance improvements. Leveraging the key principles from Writing Effective Tools for Agents — With Agents, our system analyzes core MCP metrics and delivers clear, actionable recommendations to help you build faster, smarter, and more reliable MCP servers.

Substack

Substack

Substack

Substack

FAQs

FAQs

FAQs

FAQs

What is Framer?

Framer is a no-code tool for building and publishing responsive websites—perfect for anyone creating modern, high-performance pages without coding.

Do I need to know how to code to use Framer?

Framer is fully visual with no code needed, but you can still add custom code and components for more control if you're a designer or developer.

What is this FAQ component?

This is a free, responsive FAQ section for Framer. Drop it into any project, customize styles and text, and use it to save time on support or info pages.

How do I add this FAQ component to my project?

After duplicating, copy and paste the component into your Framer project. Then edit the questions, answers, styles, and animations as needed.

Can I customize the design of this component?

Yes, absolutely. The component is built using native Framer tools, so you can tweak fonts, colors, spacing, animations, and layout however you like.

Is this component responsive?

Yes, the FAQ component is fully responsive and adapts seamlessly to desktop, tablet, and mobile screen sizes.

What is Framer?

Framer is a no-code tool for building and publishing responsive websites—perfect for anyone creating modern, high-performance pages without coding.

Do I need to know how to code to use Framer?

Framer is fully visual with no code needed, but you can still add custom code and components for more control if you're a designer or developer.

What is this FAQ component?

This is a free, responsive FAQ section for Framer. Drop it into any project, customize styles and text, and use it to save time on support or info pages.

How do I add this FAQ component to my project?

After duplicating, copy and paste the component into your Framer project. Then edit the questions, answers, styles, and animations as needed.

Can I customize the design of this component?

Yes, absolutely. The component is built using native Framer tools, so you can tweak fonts, colors, spacing, animations, and layout however you like.

Is this component responsive?

Yes, the FAQ component is fully responsive and adapts seamlessly to desktop, tablet, and mobile screen sizes.

What is Framer?

Framer is a no-code tool for building and publishing responsive websites—perfect for anyone creating modern, high-performance pages without coding.

Do I need to know how to code to use Framer?

Framer is fully visual with no code needed, but you can still add custom code and components for more control if you're a designer or developer.

What is this FAQ component?

This is a free, responsive FAQ section for Framer. Drop it into any project, customize styles and text, and use it to save time on support or info pages.

How do I add this FAQ component to my project?

After duplicating, copy and paste the component into your Framer project. Then edit the questions, answers, styles, and animations as needed.

Can I customize the design of this component?

Yes, absolutely. The component is built using native Framer tools, so you can tweak fonts, colors, spacing, animations, and layout however you like.

Is this component responsive?

Yes, the FAQ component is fully responsive and adapts seamlessly to desktop, tablet, and mobile screen sizes.

What is Framer?

Framer is a no-code tool for building and publishing responsive websites—perfect for anyone creating modern, high-performance pages without coding.

Do I need to know how to code to use Framer?

Framer is fully visual with no code needed, but you can still add custom code and components for more control if you're a designer or developer.

What is this FAQ component?

This is a free, responsive FAQ section for Framer. Drop it into any project, customize styles and text, and use it to save time on support or info pages.

How do I add this FAQ component to my project?

After duplicating, copy and paste the component into your Framer project. Then edit the questions, answers, styles, and animations as needed.

Can I customize the design of this component?

Yes, absolutely. The component is built using native Framer tools, so you can tweak fonts, colors, spacing, animations, and layout however you like.

Is this component responsive?

Yes, the FAQ component is fully responsive and adapts seamlessly to desktop, tablet, and mobile screen sizes.

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