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 MCP servers from one gateway—capture traffic, route requests, and gain total protocol visibility.

Find out more

Gateway

Unified MCP Traffic Control

Monitor and manage all MCP servers from one gateway—capture traffic, route requests, and gain total protocol visibility.

Find out more

Gateway

Unified MCP Traffic Control

Find out more

Gateway

Unified MCP Traffic Control

Monitor and manage all MCP servers from one gateway—capture traffic, route requests, and gain total protocol visibility.

Find out more

Review

Review and Validate

Automatically score how well your MCP tools fit agent workflows—catch vague names, messy schemas, and overlap before deployment.

Find out more

Review

Review and Validate

Automatically score how well your MCP tools fit agent workflows—catch vague names, messy schemas, and overlap before deployment.

Find out more

Review

Review and Validate

Find out more

Review

Review and Validate

Automatically score how well your MCP tools fit agent workflows—catch vague names, messy schemas, and overlap before deployment.

Find out more

Evals

Confidence, Automated

Continuously evaluate each MCP server’s correctness, performance, and cost—so you get a clear, reliable signal on real-world behavior and can ship faster.

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Evals

Confidence, Automated

Continuously evaluate each MCP server’s correctness, performance, and cost—so you get a clear, reliable signal on real-world behavior and can ship faster.

Find out more

Evals

Confidence, Automated

Find out more

Evals

Confidence, Automated

Continuously evaluate each MCP server’s correctness, performance, and cost—so you get a clear, reliable signal on real-world behavior and can ship faster.

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

Spin up MCP servers fast with a lightweight TypeScript framework that handles transport, messaging, and clean tool definitions for you.

Find out more

mcp-lite

Effortless MCP server setup

Spin up MCP servers fast with a lightweight TypeScript framework that handles transport, messaging, and clean tool definitions for you.

Find out more

mcp-lite

Effortless MCP server setup

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mcp-lite

Effortless MCP server setup

Spin up MCP servers fast with a lightweight TypeScript framework that handles transport, messaging, and clean tool definitions for you.

Find out more

GEPA & LoRa (coming soon)

Adaptive Intelligence

Adaptively optimize MCP servers with RL + natural-language reflection—using real execution signals to refine schemas, behaviors, and interfaces for higher accuracy and reliability.

Find out more

GEPA & LoRa (coming soon)

Adaptive Intelligence

Adaptively optimize MCP servers with RL + natural-language reflection—using real execution signals to refine schemas, behaviors, and interfaces for higher accuracy and reliability.

Find out more

GEPA & LoRa (coming soon)

Adaptive Intelligence

Adaptively optimize MCP servers with RL + natural-language reflection—using real execution signals to refine schemas, behaviors, and interfaces for higher accuracy and reliability.

Find out more

GEPA & LoRa (coming soon)

Adaptive Intelligence

Adaptively optimize MCP servers with RL + natural-language reflection—using real execution signals to refine schemas, behaviors, and interfaces for 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

Notion MCP Server

Score: A

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

Notion MCP Server

Score: A

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

Notion MCP Server

Score: A

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

Figma MCP Server

Score: A

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

Figma MCP Server

Score: A

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

Figma MCP Server

Score: A

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

Figma MCP Server

Score: A

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

GitHub MCP Server

Score: A

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

GitHub MCP Server

Score: A

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

GitHub MCP Server

Score: A

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

GitHub MCP Server

Score: A

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

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.

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