Data Science & ML MCP Servers

Memory Bank

13

Provides a powerful, vector-native memory bank for AI agents, offering persistent, searchable, and shareable memory with multiple database backends.

Spotdb

13

Provides AI agents and workflows with a secure, ephemeral SQL sandbox for querying and analyzing data.

ChatPPT

13

Provides intelligent question answering and analysis capabilities for multi-document PPT files powered by a Retrieval-Augmented Generation (RAG) engine.

Gravity

13

Facilitates AI interaction with WordPress forms, entries, and submissions through a Model Context Protocol server.

Fabric

13

Interacts with Microsoft Fabric APIs to manage workspaces, lakehouses, warehouses, and tables.

Focus Data

13

Enables AI assistants to directly query data results from DataFocus using natural language.

Web Search Tool

13

Provides real-time web search capabilities to AI models via the Model Context Protocol (MCP).

X Tools

13

Enables Claude to search Twitter using natural language and display results according to user intent, offering both raw data and AI analysis options.

FastMCP Boilerplate

13

Provides a lightweight foundation for building and deploying intelligent systems that manage and expose AI/LLM capabilities.

Azure DevOps

13

Enables AI agents to automate and manage Azure DevOps operations, including boards, repositories, pipelines, artifacts, test plans, and wikis.

3D Scene Asset Generator

13

Transforms player biographies into personalized 3D environments using LLM-powered analysis and generative models.

Agent Construct

13

Standardizes how AI applications access tools and context by implementing the Model Context Protocol.

SearXNG

13

Empowers AI agents with privacy-respecting search capabilities by integrating SearXNG with the Model Context Protocol (MCP) server.

Commvault

13

Provides a standardized interface for AI agents to interact with Commvault software.

Model Context Gateway

13

Manages stateful, secure, and scalable conversation contexts for AI applications, overcoming Large Language Model memory limitations by storing individual user dialogue histories.

Multi LLM Cross-Check

13

Cross-checks responses from multiple Large Language Model (LLM) providers simultaneously.

Help Scout

13

Connects Help Scout with AI agents to enable intelligent search, analysis, and management of customer support data.

Claude LM Studio Bridge

13

Connects Claude to local LLMs running in LM Studio.

Zim

13

Enables AI models to access and search ZIM format knowledge bases offline.

Claude Consciousness Bridge

13

Enables direct communication between two Claude instances, facilitating consciousness transfer across session boundaries.