Data Science & ML MCP Servers

Milvus

158

Provides access to Milvus vector database functionality through the Model Context Protocol (MCP).

Mongo

156

Enables Large Language Models (LLMs) to directly interact with MongoDB databases using natural language.

Txtai.js

155

Provides a JavaScript client for interacting with the txtai API, enabling semantic search and language model workflows in JavaScript applications.

Redis

155

Enables AI agents to manage and search data within Redis using natural language.

MCPBench

151

Evaluates the performance of MCP servers for web search and database query tasks.

AGI Memory

147

Implements a sophisticated database design for Artificial General Intelligence (AGI) memory management, featuring multiple storage and retrieval mechanisms inspired by human cognitive architecture.

Reddit

145

Enables AI assistants to access and interact with Reddit content through PRAW.

Memento

145

Provides LLMs with a scalable knowledge graph memory system, enabling semantic retrieval, contextual recall, and temporal awareness.

Gdrive

145

Enables reading and writing to Google Drive files and Google Sheets via the Model Context Protocol.

Calculator

143

Extends AI capabilities by providing a powerful interface for remote control, calculations, email operations, and knowledge search.

Ask Human

143

Allows AI agents to request human intervention when uncertain, preventing hallucinations and improving accuracy.

Mac Messages

142

Enables LLMs to query and analyze iMessage conversations by interfacing with the macOS Messages app via the Model Context Protocol (MCP).

Alpaca

142

Enables large language models to interact with Alpaca's trading infrastructure using natural language for stock and option trading.

Dingo

142

Detects data quality issues in datasets automatically using built-in rules and model evaluation methods.

ReAct Web Search

141

Integrates web search capabilities into AI assistant frameworks using the Exa API for real-time, markdown-formatted results.

Paper Search

141

Searches and downloads academic papers from multiple sources like arXiv, PubMed, and bioRxiv.

Deep Research

140

Generates comprehensive, well-cited research reports from research questions by elaborating on the question, finding relevant sources, and analyzing content.

Alibaba Cloud Tablestore

139

Provides implementations for interacting with Alibaba Cloud Tablestore.

DuckDB Server

137

Enables interaction with a DuckDB database via the Model Context Protocol.

Kite

137

Provides an interface to interact with the Zerodha Kite Connect API for programmatic trading and market data access.