Model Context Protocol moderate risk

Trieve

Trieve is an all-in-one solution for search, recommendations, and RAG, offering semantic vector search, full-text/neural search, and convenient RAG API routes.

Connections & Capabilities

Connects To

GitHubPostgreSQLDiscordStripeDockerKubernetesAWSGCP

Capabilities

readwriteexecadmin

Quickstart

Install

npx -y @smithery/cli install trieve-mcp-server --client claude

Exposed MCP Tools (5)

safe

search

Searches for chunks of data within Trieve.

Read-only operation, no data modification.

moderate

create_message_completion_handler

Creates a message completion using RAG with topic-based memory management.

Involves writing data and interacting with LLMs.

moderate

generate_off_chunks

Generates content off existing chunks using RAG.

Involves writing data and interacting with LLMs.

high

update_dataset_settings

Updates the settings of a dataset.

Modifies the structure and behavior of a dataset.

critical

delete_chunk

Deletes a chunk of data.

Destructive operation that permanently removes data.

Safety Assessment

Trieve offers a balance between functionality and security. Self-hosting and BYOM provide more control, but integration with external services and write capabilities introduce risks. Proper configuration and key management are crucial for safe operation.

Self-hosting option provides control over data and infrastructure.
Bring Your Own Models (BYOM) allows customization and potentially better security.
Filtering capabilities to restrict search results.

Integrates with external services like OpenAI and OpenRouter, introducing third-party risk.
Requires API keys for LLMs, potentially exposing them if not handled correctly.
Write operations are supported, increasing the risk of unintended modifications.
Self-hosting requires careful configuration to avoid vulnerabilities.