# How much does an MCP server or tool integration cost?

_The AI Build Index, published by VIZIO AI. Updated 2026-11-04. USD._

An MCP server or tool integration typically costs about $2,600. Half of the 291 priced job posts we tracked fall between $500 and $9,000, and one in ten reaches $24,000 or more.

## Key facts

- Typical cost: $2,600, with the middle half of posts between $500 and $9,000.
- That is close to the $2,500 median across all AI builds we track.
- Work expected to take under a month has a median of $750, against $24,000 for over six months.
- Fixed-price median $350; hourly estimate median $6,400.
- Hourly rates mostly run from $25 to $42 an hour.
- Most requested skills: Python, API and API Integration.

## What it includes

An MCP integration exposes your tools and data to AI assistants through the Model Context Protocol, an open standard that lets assistants call external systems in a consistent way.

- An MCP server wrapping your APIs
- Tool definitions and schemas
- Authentication and scopes
- Hosting and logging
- Testing with target assistants

## What drives the cost

Work expected to take under a month has a median of $750, against $24,000 for over six months. Part of that gap is built in, because hourly estimates are calculated from expected length. Fixed-price posts state a median of $350, while hourly posts work out at $6,400 on our estimate: 18 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work.

| Expected length | Median cost | Priced posts |
| --- | --- | --- |
| Under 1 month | $750 | 86 |
| 1 to 3 months | $3,600 | 133 |
| 3 to 6 months | $15,300 | 36 |
| Over 6 months | $24,000 | 36 |

| Seniority requested | Median cost | Priced posts |
| --- | --- | --- |
| Entry level | $510 | 8 |
| Intermediate | $1,450 | 112 |
| Expert | $4,700 | 171 |

- How many tools are exposed
- Authentication, especially per-user access
- Whether actions can change data or only read it

## Skills and rates

The skills named most often in these posts are Python (40%), API (27%), API Integration (24%) and AI Agent Development (21%). Read this as the working stack for this kind of build, and as a checklist when assessing who should do it.

Hourly posts for this work typically offer $25 to $42 an hour, the middle half of posted rates. The median top of the range is $40 an hour across 171 hourly posts. These are rates in the open freelance market: agencies and in-house teams usually cost more.

## Who is buying

57% of posts ask for expert-level talent. Buyers are most often based in the United States and India, with 55% in the United States. Among posts that state a company size, 93% come from companies of up to 10 people. A typical post draws about 14 applicants.

## What to check before you commit

- Start read-only and add write actions deliberately
- Treat tool output as untrusted input to the model
- Log every call an assistant makes

## Frequently asked questions

### How much does an MCP server or tool integration cost?

An MCP server or tool integration typically costs about $2,600. Half of the 291 priced job posts we tracked fall between $500 and $9,000, and one in ten reaches $24,000 or more. That is close to the $2,500 median across all AI builds we track.

### How long does an MCP server or tool integration take?

35% of posts expect the work done in under a month, 44% in one to three months and 21% over a longer stretch. Work expected to take under a month has a median of $750, against $24,000 for over six months.

### Why do estimates vary so much?

Fixed-price posts state a median of $350, while hourly posts work out at $6,400 on our estimate: 18 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work. Scope matters most: how many tools are exposed and authentication, especially per-user access move the price the most.

### What hourly rate should I expect?

Most hourly posts offer $25 to $42 an hour, with a median top rate of $40. Agencies and in-house specialists usually charge more than the open freelance market.

### What skills does this work need?

Posts most often ask for Python, API, API Integration and AI Agent Development.

### Do I need an expert?

Posts asking for expert-level talent have a median of $4,700, 3.2 times the $1,450 for intermediate talent. 57% of posts ask for experts.

### Where do these numbers come from?

From 291 public job posts published between December 2025 and November 2026: 120 fixed budgets as stated and 171 hourly posts we costed from their rate, expected length and assumed hours. They are what buyers offered, not signed contract prices.

## Source

The AI Build Index. "MCP server or tool integration: what it costs." Published by VIZIO AI. Updated 2026-11-04. https://aibuildindex.com/cost/mcp-integration

Method: https://aibuildindex.com/methodology