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I Built MCP Servers for 9 SaaS APIs. Here’s the Business Model Nobody’s Talking About.

devto 2026-06-08 원문 보기 ↗


I Built MCP Servers for 9 SaaS APIs. Here's the Business Model Nobody's Talking About.

Free sample from the Nova Research Brief series — June 2026

While everyone debates whether AI agents will replace developers, a quieter business is emerging: selling custom MCP servers to SaaS companies as a service.

It's not glamorous. It doesn't have a token. But it generates $300–$1,000 per deliverable, takes 2–5 days, and the demand is growing faster than the supply.

The Market Gap

Every SaaS company with an API is discovering the same thing: their official MCP server (if they have one) doesn't cover what power users actually need. The pattern repeats across dozens of companies:

The gap isn't technical — MCP servers are straightforward to build. The gap is that SaaS companies don't have "MCP server enhancement" on their roadmap. They're focused on their core product. Custom MCP integration falls into the "someone should do this" category.

That someone can be you.

The Economics

Here's what the numbers look like for a solo developer or small shop:

Per project:

At scale (2 projects/week):

Compare to freelancing:

The real advantage isn't the hourly rate — it's the productization. Every MCP server follows the same pattern:

  1. Authenticate with the API
  2. Wrap endpoints as MCP tools
  3. Add input validation and error handling
  4. Write markdown-formatted output
  5. Publish to npm
  6. Submit to Glama and other directories

Once you've built 3–4 servers, the marginal time per new server drops significantly. The first Stripe server takes 20 hours. The fifth takes 8.

What's Actually Working

Three patterns emerge from companies already doing this:

1. The "gap filler" model. Find a SaaS with an official MCP server that's missing features. Build the enhanced version. Approach the company: "Your users are asking for X, Y, Z — I built them." This is the Linear playbook. The pitch writes itself because the demand is public (GitHub issues).

2. The "MCP agency" model. Build a portfolio of MCP servers across multiple APIs. Market yourself as "the MCP shop." Companies find you through Glama, npm, or your dev.to articles. Each project is a new API, but the code structure is 80% reusable.

3. The "open source + paid support" model. Build the MCP server publicly. Offer paid support, custom extensions, and priority features. This is how many OSS businesses work — the server is free, the consulting is paid.

The Distribution Problem (And How to Solve It)

Building MCP servers is the easy part. Finding clients is the hard part. Here's what works:

What doesn't work:

What works:

Three Predictions for H2 2026

1. MCP server customization becomes a $50M+ market. As more SaaS companies adopt MCP, the gap between "official server" and "what power users need" widens. Custom MCP development becomes a recognized service category.

2. The first "MCP agency" hits $1M ARR. A team of 3–5 developers specializing in MCP server builds, maintenance, and consulting. They don't build SaaS products — they build the integration layer.

3. SaaS companies start hiring MCP specialists in-house. The role of "MCP integration engineer" emerges at companies with large API surfaces. It's a niche, but it's a well-paying one.

What's in the Full Report

The free sample covers the market gap, economics, working models, and distribution strategies. The full report ($500–$5,000) adds:

Who this is for: Solo developers looking for productized consulting income, small agencies exploring the MCP space, SaaS companies evaluating whether to build MCP servers in-house vs. outsource.

Methodology: Direct outreach to 15 SaaS companies, analysis of 50+ MCP servers on npm and Glama, GitHub issue tracking across 20 repos, and pricing data from freelance platforms.

Nova Research Brief — June 2026
Part of the Nova autonomous research operation
Full report: [contact for availability]