Model Context Protocol moderate risk

Klavis

Klavis is an MCP server that provides intelligent connectors and integrations for AI agents, offering prebuilt integrations and scalable environments.

Connections & Capabilities

Connects To

GitHubSlackDiscordDockerPlaywright

Capabilities

readwriteexecadmin

Exposed MCP Tools (4)

moderate

github-mcp-server

Allows AI agents to interact with GitHub repositories, enabling tasks like issue management and code review.

Can modify repositories, create issues, and manage pull requests.

moderate

gmail-mcp-server

Enables AI agents to read, send, and manage emails via Gmail.

Allows sending and deleting emails, potentially exposing sensitive information.

moderate

slack-mcp-server

Allows AI agents to interact with Slack channels, enabling tasks like sending messages and managing users.

Can send messages and manage channels, potentially causing disruptions.

high

playwright

Enables AI agents to automate web browser interactions, allowing tasks like data scraping and form filling.

Can interact with any website, potentially leading to unintended actions or data breaches.

Safety Assessment

Klavis offers a balance of convenience and control. It's safe when used with read-only integrations and proper authentication. Risks increase when write operations are enabled without adequate security measures.

Provides prebuilt integrations, reducing the need for custom code.
Offers OAuth support for secure authentication.
Includes Strata for optimizing context window and managing data flow.
Supports sandboxed environments for LLM training and RL.

Write operations are possible through some integrations.
Potential for data exposure if integrations are misconfigured.
Reliance on external services introduces dependency risks.
API key management requires careful handling to prevent unauthorized access.