MCP Servers and APIs
that connect LLMs to SaaS

kambrium provides MCP Servers and standardized APIs that seamlessly connect LLMs to existing software solutions. Build agentic workflows without the complexity of developing custom SaaS integrations.

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Start integrating your SaaS Tools

Instant Integration

Launch AI Agents in Days, Not Months

Pre-built LLM and vector database integrations for 100+ SaaS tools turn APIs into agent-ready endpoints. Eliminate custom coding and launch faster.

Plug-and-Play Integrations

Connect tools like Salesforce, Pipedrive, or HubSpot with one click. No dev work required.

Plug-and-Play Integrations

Connect tools like Salesforce, Pipedrive, or HubSpot with one click. No dev work required.

Plug-and-Play Integrations

Connect tools like Salesforce, Pipedrive, or HubSpot with one click. No dev work required.

Unified API Endpoint

A single endpoint to easily connect state of the art LLMs with your SaaS tools and get started in minutes.

Unified API Endpoint

A single endpoint to easily connect state of the art LLMs with your SaaS tools and get started in minutes.

Unified API Endpoint

A single endpoint to easily connect state of the art LLMs with your SaaS tools and get started in minutes.

Zero Maintenance

We Handle Updates and Maintenance, You Build Agents

Automated API versioning, vector database synchronization, and updates to new state-of-the-art LLMs. No broken workflows or dev cycles spent on upkeep.

Automated API Sync

Integrations always stay aligned with SaaS platform changes.

Automated API Sync

Integrations always stay aligned with SaaS platform changes.

Automated API Sync

Integrations always stay aligned with SaaS platform changes.

High Reliability

Ensure seamless performance with every LLM and API update.

High Reliability

Ensure seamless performance with every LLM and API update.

High Reliability

Ensure seamless performance with every LLM and API update.

New deals found

Salesforce

Vector Database updated

Pinecone

Expert-Level AI

Optimized for Reliability and Accuracy

Route tasks to specialized “Expert Models” fine-tuned for handling multi-step tasks in complex enterprise software—backed by the latest research in agent development.

API-Native Models

Expert models trained to automate multi-step SaaS workflows (e.g., lead scoring, inventory updates).

API-Native Models

Expert models trained to automate multi-step SaaS workflows (e.g., lead scoring, inventory updates).

API-Native Models

Expert models trained to automate multi-step SaaS workflows (e.g., lead scoring, inventory updates).

Vector DB Optimization

Accelerate insights with models designed for fast, accurate searches in massive datasets.

Vector DB Optimization

Accelerate insights with models designed for fast, accurate searches in massive datasets.

Vector DB Optimization

Accelerate insights with models designed for fast, accurate searches in massive datasets.

Why Build What You Can Integrate?

Teams using Kambrium ship reliable agents 3x faster and cut maintenance costs by 70%.

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Powerful AI Agent Infrastructure

Here is what we do so you don't have to

Instant LLM Integration

Skip building custom LLM integrations with our pre-built LLM integrations. Get started in minutes, not weeks.

Managed Vector Database

End-to-end vector database management: automated embeddings, sync, and scaling - we handle it all.

High Reliability

Integrations built for 24/7 reliability. Agents run smoothly, even during SaaS platform updates.

High Accuracy

Automated updates to new state-of-the-art LLMs and expert models, fine-tuned to interact with SaaS APIs.

Cost optimized

Token-efficient workflows with smart routing, caching, agent state management and lean API call execution.

Tracking and Analysis

Detailed analytics to monitor costs, performance, and agent success in real time.

Implementation

That's all you need to get started

Get started with less than 20 lines of code

import requests

# Set API Key and Prompt
api_key = "YOUR_API_KEY"

# Define the Prompt
prompt = """Create a new lead for Peter Walker, CFO at AMC Inc.
He's interested in purchasing our Quantum Analytics Suite.
Enrich company data, set next step to send proposal by Thursday.
Create a reminder for Tuesday 13th to follow up."""

# Make the API Call
response = requests.post(
    "https://agent-api.kambrium.ai/api/v1/run-agent",
    headers={"Content-Type": "application/json"},
    json={
        "api_key": api_key,
        "prompt": prompt
    }
)

# Handle Response
if response.status_code == 201:
    print("Action created successfully.")
    print("Response:", response.json())
else:
    print(f"Error: {response.status_code}")
    print("Response:", response.text)

Copy code snippet

import requests

# Set API Key and Prompt
api_key = "YOUR_API_KEY"

# Define the Prompt
prompt = """Create a new lead for Peter Walker, CFO at AMC Inc.
He's interested in purchasing our Quantum Analytics Suite.
Enrich company data, set next step to send proposal by Thursday.
Create a reminder for Tuesday 13th to follow up."""

# Make the API Call
response = requests.post(
    "https://agent-api.kambrium.ai/api/v1/run-agent",
    headers={"Content-Type": "application/json"},
    json={
        "api_key": api_key,
        "prompt": prompt
    }
)

# Handle Response
if response.status_code == 201:
    print("Action created successfully.")
    print("Response:", response.json())
else:
    print(f"Error: {response.status_code}")
    print("Response:", response.text)

Copy code snippet

Let's lead the Agentic Evolution together

Get started with kambrium for free today.

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Customer stories

Powerful AI Infrastructure for everyone building Agents

Learn the use cases for AI Agent Developers, SaaS Users and SaaS Providers

Agent Developers

SaaS Users

SaaS Providers

Challenge

Agent Developers

Building AI agents requires complex, time-consuming integrations with SaaS APIs. Maintaining these connections and optimizing LLM performance drains resources.

Solution: Pre-Built Agent Infrastructure

Launch AI agents faster with turnkey SaaS integrations and managed LLM orchestration. Our platform handles API sync, vector database management, and cost-optimized model routing, so you focus on agent logic instead of infrastructure.

Agent Developers

SaaS Users

SaaS Providers

Challenge

Agent Developers

Building AI agents requires complex, time-consuming integrations with SaaS APIs. Maintaining these connections and optimizing LLM performance drains resources.

Solution: Pre-Built Agent Infrastructure

Launch AI agents faster with turnkey SaaS integrations and managed LLM orchestration. Our platform handles API sync, vector database management, and cost-optimized model routing, so you focus on agent logic instead of infrastructure.