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What is Reflexio?

Reflexio acts as a comprehensive platform tailored for developers dedicated to the creation and oversight of AI agents, employing multiple input approaches including an SDK, REST API, CLI, or integration with compatible tracing platforms to collect data from agent actions, execution logs, tool interactions, and user feedback. By pinpointing frequent errors, it produces reusable playbooks and user profiles which significantly contribute to the learning curve. When an agent is actively functioning, it can draw on relevant insights derived from these experiences to enhance its responses. The Hosted Enterprise portal offers teams the ability to investigate, alter, approve, reject, search, and evaluate the accumulated knowledge efficiently. Reflexio empowers agents to make essential adjustments throughout various interactions without the need to modify the foundational model weights. Additionally, teams enjoy the option of using the managed cloud service, configuring their model-provider keys, or pursuing self-hosting options on platforms such as AWS, Google Cloud, or Azure. Moreover, enterprise trace imports are compatible with sources like Braintrust, Langfuse Cloud, and LangSmith Cloud, while Reflexio includes a mem0 wrapper and integration with OpenClaw, providing an extensive array of tools designed to enhance agent efficacy. This diverse strategy not only enables developers to fine-tune their AI agents but also maximizes the adaptability of deployment choices, ultimately leading to more robust and efficient AI solutions. By combining all these features, Reflexio paves the way for innovative advancements in AI agent development.

What is Cotlet?

Cotlet functions as a cloud-based MCP server and REST API, allowing AI agents to engage with web applications lacking a functional API. Users can connect their applications and access them through a personal Chrome browser hosted in the cloud, facilitating agents to execute supported read and write tasks via the MCP, while scripts and backend systems can take advantage of the REST API. The platform offers a diverse integration catalog that includes tasks such as making reservations, organizing travel, managing customer support inquiries, processing invoices, and enhancing marketing initiatives. Cotlet specifically caters to developers and teams dedicated to building agent workflows, as well as automation providers who partner with their clients' applications. It is compatible with multiple MCP clients, including Claude, ChatGPT, Cursor, GitHub Copilot, Gemini, Windsurf, and n8n. The connected applications utilize the account holder's signed-in session, and Cotlet guarantees that user passwords are not stored, ensuring that browser profiles are encrypted for security. Successful API interactions deduct credits from the user's account, while errors and timeouts do not result in any charges. The company is committed to routinely testing and updating its integrations to adapt to any changes in the linked applications, which improves reliability and enhances user experience. By offering these functionalities, Cotlet significantly simplifies the automation process to meet a wide range of user requirements, fostering efficiency and innovation in application interactions.

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Integrations Supported

Cursor
Gemini
Anthropic
Azure OpenAI Service
Braintrust
Claude Code
Codex CLI
DeepSeek
LangSmith
Langfuse
Mem0
MiniMax
OpenAI
OpenClaw
OpenRouter

Integrations Supported

Cursor
Gemini
ChatGPT
Claude
GitHub Copilot
Model Context Protocol (MCP)
n8n

API Availability

Has API

API Availability

Has API

Pricing Information

$0/month
The Free plan costs $0/month and includes 100 published interactions and 1,000 search requests per month, plus a 30-day Pro trial. Pro costs $299/month and includes 10,000 published interactions and 100,000 search requests per month. Pro overages cost $0.003 per search request, $0.02 per playbook learning, and $0.01 per profile learning. BYOC self-hosting is custom-priced.
Free Version

Pricing Information

$29 one-time
Credit packs are one-time purchases, including 5,000 credits for $29, and are valid for 12 months. A 7-day free trial is available.
Free Trial Offered?

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Reflexio

Date Founded

2006

Company Location

United States

Company Website

www.reflexio.ai

Company Facts

Organization Name

Take Group sp. z o.o.

Date Founded

2026

Company Location

Poland

Company Website

cotlet.dev

Categories and Features

Categories and Features

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