Rememberizer AI
Free与 Rememberizer 数据源交互，促进增强的知识检索。
FreeFree tier
Inputs: textOutputs: text
About Rememberizer AI
rememberizer-mcp-server is an open-source Model Context Protocol (MCP) server that bridges Large Language Models with Rememberizer's document and knowledge management API. It enables AI assistants to search, retrieve, and manage documents, Slack discussions, and other integrated knowledge sources (Gmail, Dropbox, Google Drive) through tools like semantic similarity search, agentic smart search, and integration listing. Designed for teams, it provides a standardized interface for LLMs to access personal or team knowledge repositories, enhancing context-aware responses.
Key Features
Semantic similarity search for internal knowledge chunks
Agentic smart search across documents, Slack, Gmail, Dropbox, Google Drive
List connected knowledge systems (integrations)
Retrieve account holder information from Rememberizer
Date range filtering for search results
Configurable result count (n_results parameter)
Pros & Cons
Pros
- Open source (MIT license)
- Standard MCP interface compatible with many LLM frameworks
- Supports multiple data sources: Slack, Gmail, Dropbox, Google Drive, uploaded files
- Provides both basic semantic search and advanced agentic search
- Easy to deploy via Docker or Smithery
Cons
- Requires a Rememberizer account and API key
- Currently in development; functionality may change
- Only supports text-based queries and outputs (no image/audio search)
- Dependent on Rememberizer's knowledge repository (not standalone)
Best For
Enhance LLM chatbots with company internal knowledge retrievalBuild AI assistants that can search across Slack discussions and cloud documentsAutomate document discovery and context gathering for team workflowsIntegrate Rememberizer knowledge into MCP-compatible applications
FAQ
What is Rememberizer?
Rememberizer is a knowledge management platform that ingests documents, Slack discussions, Gmail, Dropbox, Google Drive, and uploaded files into a personal or team knowledge repository.
How do I use the MCP server?
You need to have a Rememberizer account and API key. Set the REMEMBERIZER_API_KEY environment variable, then install and run the server. It exposes tools like retrieve_semantically_similar_internal_knowledge and smart_search_internal_knowledge for LLMs to call.
What tools are provided?
The server provides four tools: 1) retrieve_semantically_similar_internal_knowledge (semantic search), 2) smart_search_internal_knowledge (agentic search), 3) list_internal_knowledge_systems (list integrations), and 4) rememberizer_account_information (account details).