These rankings are based on data from September 2026

Company

Monte Carlo AI, Inc.

Years in business

  • 7

Number of employees

  • 101-250 employees

Country

  • United States

Monte Carlo provides a data and AI observability platform that monitors, troubleshoots, and improves AI agents and their underlying data pipelines. It also offers agent, data, and ML observability, plus an MCP server and agent toolkit for integration with IDEs like Claude, Cursor, and VS Code.

API Availability

  • Yes

MCP connector

  • Yes

Ranking position over time

October 2025 - September 2026

#814

Best rank

#814

Lowest rank

Stable over 1 month

12-month trend

#7,937

Best rank

#7,937

Lowest rank

Stable over 1 month

12-month trend

#627

Best rank

#627

Lowest rank

Stable over 1 month

12-month trend

Use

ai agent management

Industries

Cross-industry

Integrations

alation

amazon bedrock

amazon sagemaker

amazon web services

atlan

azure devops

clickhouse

cohere

collibra

crewai

databricks

databricks genie

facebook

google chat

groq

hugging face

ibm db2

langchain

langfuse

langsmith

mistral ai

mlflow

openai

opentelemetry

perplexity

salesforce

snowflake

snowflake cortex

starburst

vertex ai

Security protocols

access controls

audit logs

data residency

encryption

sso

L3 category names

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