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β€Žmcp/agents-mcp-real-world-example.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
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Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
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Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# Agents in the real world: Safely using MCP for work and play

β€Žmcp/ai-agents-intro.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents
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and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# Introduction to AI Agents

β€Žmcp/architecture-of-agentic-applications/index.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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It's tempting to assume that the most important decision in building an AI product is choosing between GPT-4, Claude, or an open-source model, but this is a misconception. High-profile failures like [IBM Watson for Oncology](https://spectrum.ieee.org/how-ibm-watson-overpromised-and-underdelivered-on-ai-health-care#:~:text=The%20realization%20that,to%20work%20with) show that even the most advanced models can fall short when the architecture, integration, and overall system design aren't built for real-world complexity.

β€Žmcp/index.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
11-
Unlock AI engineering by turning your API platform into an AI platform with
12-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
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connect to popular third party APIs from one platform. [Join the
14-
waitlist](https://app.getgram.ai) today.
11+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents
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and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# Model Context Protocol (MCP) Hub

β€Žmcp/integrating-with-agents/index.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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Adding AI agents to real-world products today feels like adding "voice control" to your app in 2010: Everyone's doing it, every vendor promises the simplest solution, and the demos look magical. Companies rush to experiment with agents without a clear understanding of which problems these new tools solve better than existing solutions.

β€Žmcp/intro.mdx

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import { Callout, Spotlight } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# What is MCP? An overview of the Model Context Protocol

β€Žmcp/mcp-for-skeptics.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third-party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents
10+
and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# Why MCP is useful: An introduction to MCP for skeptics

β€Žmcp/mcp-tutorial.mdx

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import { Steps } from "nextra/components";
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<Callout title="Gram AI by Speakeasy">
5-
Unlock AI engineering by turning your API platform into an AI platform with
6-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
7-
connect to popular third party APIs from one platform. [Join the
8-
waitlist](https://app.getgram.ai) today.
5+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# MCP: an in-depth introduction

β€Žmcp/optimizing-your-openapi-for-mcp.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# Optimizing your OpenAPI document for MCP servers

β€Žmcp/prompts.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# What are MCP Prompts?

β€Žmcp/remote-servers.mdx

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import { Callout, Table } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# Deploying remote MCP servers

β€Žmcp/resources.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# What are MCP Resources?

β€Žmcp/roots.mdx

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import { Callout } from "@/mdx/components";
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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# What are MCP Roots?

β€Žmcp/sampling.mdx

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import { Callout } from "@/mdx/components";
77

88
<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# What is MCP Sampling?

β€Žmcp/tools.mdx

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import { Callout } from "@/mdx/components";
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88
<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# What are MCP Tools?

β€Žmcp/transports.mdx

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import { Callout } from "@/mdx/components";
77

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<Callout title="Gram AI by Speakeasy">
9-
Unlock AI engineering by turning your API platform into an AI platform with
10-
[Gram](https://app.getgram.ai). Generate agent tools for internal services and
11-
connect to popular third party APIs from one platform. [Join the
12-
waitlist](https://app.getgram.ai) today.
9+
Introducing [Gram](https://getgram.ai/) by Speakeasy. Gram is everything you need to power integrations for Agents and LLMs. Easily create, curate and host MCP servers for internal and external use. Build custom tools and remix toolsets across 1p and 3p APIs. [Get on the waitlist](https://speakeasyapi.typeform.com/to/h6WJdwWr) today!
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</Callout>
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# What are MCP Transports?

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