Data Science & ML MCP Servers

BigQuery Analysis

Executes SQL queries against Google BigQuery, providing query validation and safe execution features.

Couchbase

Enables AI models to perform semantic searches for Star Wars planets using Couchbase's vector search.

Awesome

Provides a collection of Model Context Protocol (MCP) tools for analyzing crypto market data and Vietnam stock market data.

Rag Pipeline Research

Explores Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.

AI Agent Bot

Develops a personalized AI agent bot utilizing multiple MCP servers.

Prometheus

Enables AI assistants to query and analyze Prometheus metrics through standardized Model Context Protocol (MCP) interfaces.

QAnon

Provides a Model Context Protocol (MCP) server enabling AI analysis of QAnon posts for sociological research.

Frida

Enables AI systems to interact with mobile and desktop applications using Frida's dynamic instrumentation capabilities.

CodeCortX

Provides lightning-fast, language-agnostic code analysis, instant symbol lookups, reference tracking, and semantic code search for large codebases.

Sqlew

Provides an efficient Model Context Protocol (MCP) server for context sharing and structured data management among Claude Code sub-agents.

Excel Read

Provides a dedicated server for Model Context Protocol (MCP) clients to efficiently read and search content within Excel files.

ATP Rankings Data Visualization

Collects, analyzes, and visualizes historical ATP tennis rankings data, offering a web interface, CLI tools, and AI integration.

ParseFlow

Provides a comprehensive document parsing solution, supporting various office formats, OCR, and AI-driven semantic search for integration with AI assistants.

Subconductor

Manages complex, multi-step AI agent workflows as a persistent state machine, preventing context drift.

Read No Evil

Protects AI agents from prompt injection attacks hidden in emails by acting as a secure email gateway.

Goop Shield

Provides runtime defense for AI agents by intercepting prompts and LLM responses through a pipeline of inline defenses and output scanners.

Paradex

Connects AI agents to the Paradex trading platform for seamless market data retrieval, account management, and trade execution.

Pūrmemo

Provides AI assistants with a persistent memory and identity layer to enhance conversational context across multiple platforms.

MCAP

Enables querying of robot MCAP recordings with SQL directly through Large Language Models.

Kimi Memory

Empowers large language models with persistent memory capabilities, enabling them to learn, store, and intelligently retrieve information from various sources.