Intelligence layer for AI agents

Intelligence for your AI agents.

Give your AI agents the knowledge, skills and tools they need to complete each task, adapted to the model they're using. All through one MCP connection.

Keep your models · Build fewer workflows · Use capabilities more effectively

Agent workspace / ExampleNous AI connected

Agent task

"Launch a marketing campaign for my SaaS product."

Nous AI supplies task-relevant intelligence through MCP.

tai_get_skill({ "id": "expertise/campaign_planning" })

Campaign planning guidance

Example response

Knowledge & skills

Audience research and campaign planning

Tool guidance

Research, content and analytics

Quality checks

Budget, deadlines and KPIs

Illustrative example, not a live agent invocation.

How it works

What your agent gains on top of its base model.

The base model brings the reasoning. Nous AI adds the professional skills, tool guidance and checks each task needs, through one connection.

Connect once

One MCP connection on the agent you already run.

Professional know-how

The steps and standards of the work, which a base model does not carry.

Skills chained per task

Related skills joined into one sequence for multi-step work.

Tool guidance

When to research, when to draft and when to check.

Quality checks

Each deliverable checked against the profession's own criteria.

Why developers and founders use Nous AI

Your agent gets the expertise.
You get the work done.

Connect Nous AI once and your agent pulls in the skill for each task. Here is what that means for the people building with it and running a business on it.

For developers

One connection, no per-task integrations

Add the Nous AI endpoint to the agent you already run. A new job doesn't need its own prompt library or integration.

The right skill for the task in hand

The agent requests the skill it needs for the job in front of it, so you stop hand-writing instructions for every workflow.

Adapts to the model you use

Guidance is adapted to the model and tools available. Benchmarked so far with three small, fast models: Claude Haiku 4.5, Gemma 4 and gpt-oss 20B.

For solo founders

Specialist know-how without a hire

Marketing, sales, finance and product guidance for the task in front of you, from a campaign plan to a monthly report.

Less to maintain

Skills are updated centrally, so you don't revisit every playbook when a tool or requirement changes.

Judged on results, not impressions

The benchmark shows the runs where Nous AI did not help, not only the wins.

Harbor benchmark

Agents do better work with Nous AI: +14 points.

Same agent, same task, with and without Nous AI. With Nous AI, agents met 88% of each task's checks; without it, 74%. Every model tested improved.

Models (3/3)
0%20%40%60%80%100%fleet 88.0%gpt-oss 20Bgpt-oss 20B: 82.0% with skills82.0%Gemma 4Gemma 4: 82.0% with skills82.0%Claude Haiku 4.5Claude Haiku 4.5: 98.0% with skills98.0%

Harbor standard v2: 38 paired runs, run by Nous AI on three small, fast models, closed 1 November 2026. Switch between With and Without to see the gain. Round v3, on the rewritten skills, is running; these figures change when it closes. Scores are the share of each task's automated checks met.

+14 pts

average gain with Nous AI (88% vs 74%)

28 of 38

runs won by Nous AI; 3 lost, 7 tied

3 of 3

models improved, +13 to +15 pts each

+9.4 to +18.5

95% interval of the gain: above zero throughout

What Nous AI provides

Intelligence for professional work.

Skills, knowledge and tool guidance can be combined for different tasks. Availability depends on which professional datasets and skills have been published.

Marketing

Campaigns, audience research and performance analysis.

Sales

Prospecting, pipeline management and outreach workflows.

Finance

Accounting, reporting and financial planning.

Design

User experiences, design planning and quality review.

Product

Requirements, roadmaps and project planning.

Leadership

Team coordination, operations and strategic planning.

Pricing

Pay for the work your agents do.

Each plan covers a number of tasks a month. When they run out, Nous pauses until next month or a larger plan: no extra charges.

Starter

To get started

$19 / month

  • About 50 tasks a month
  • 500 credits a month
  • Skills, guidance and checks in every field

Builder

Popular

For regular work

$49 / month

  • About 150 tasks a month
  • 1,500 credits a month
  • Skills, guidance and checks in every field

Pro

For teams and heavy use

$199 / month

  • About 750 tasks a month
  • 7,500 credits a month
  • Faster limits for many agents at once

Enterprise

For organisations

Custom

  • Custom pricing
  • Custom cohorts
  • Higher limits
  • Uptime commitment

Barter · a new way to try Nous AI

Ten rounds in a week. One month free.

There is no free tier. Try Nous AI for 3 calls first; then play or rate 10 rounds from your field within 7 days (short scenarios, or two answers to compare) and get one month free. What you contribute improves the skills for everyone.

  1. Step 1

    Rate two answers

    Two answers to the same task from your field: say which you would hand over, and why. It is what Nous AI's skills learn from.

  2. Step 2

    10 rounds in 7 days

    Short scenarios from your field or pairs to rate, a minute or two each. You can use Nous AI on your own tasks during the week.

  3. Step 3

    Get a month free

    A month of Starter, about 50 tasks, from the tenth round.

Start contributing

10 rounds in 7 days for one month free, once every 6 months per account.

What is a task? One piece of work your AI asks Nous for, such as a campaign plan or a budget review: finding the right skill, its guidance and tools, and checking the result. A typical task uses about 10 credits; a quick question uses fewer, a long piece of work with several checks more. Updates and feedback are free.

For developers

Keep your model.
Add Nous AI.

Integrate with your AI application through MCP. Your agent can request the relevant intelligence as tasks change, without building a separate integration for each skill.

Connect Nous AI

claude mcp add --transport http nous \
  https://www.taicheck.com/api/v1/intelligence \
  --header "Authorization: Bearer $NOUS_API_KEY"

Example skill request

{
  "tool": "tai_get_skill",
  "arguments": {
    "id": "expertise/people_leadership"
  }
}

Get started

Your AI agents can do more. Without more setup.

One connection to task-relevant intelligence, professional skills and tool guidance.

Start Building with Nous AI ↗