Data Science & ML Servidores MCP

Dynamics CRM by CData

Enables querying of live Dynamics CRM data through natural language questions using LLMs like Claude Desktop.

Elasticsearch by CData

Enables querying of live Elasticsearch data from Claude Desktop using CData JDBC Drivers through a read-only MCP interface.

Markdown RAG

Indexes and semantically searches Markdown documents using vector embeddings and a self-contained vector database.

Model Context Server

Implements the Model Context Protocol (MCP) as a comprehensive Python backend, integrating JSON-RPC 2.0, Azure OpenAI, and Server-Sent Events for streaming responses.

Raphtory Schema Explorer

Exposes GraphQL schema information for Raphtory graphs, enabling LLMs to understand graph structure.

Flow

Adapts existing web APIs into a standardized Model Context Protocol (MCP) interface for structured and consistent AI access.

Excel Online by CData

Enables connecting to Excel Online data from Claude Desktop through CData JDBC Drivers.

MOLAI

Enables Claude AI to directly control and manipulate molecular structures within PyMOL.

Perspective

Analyzes text for toxicity using the Perspective API within the Model Context Protocol.

BigQuery

Enables querying of BigQuery tables using MCP.

Biodiversity Model Context Protocol

Serves as a server for interacting with biodiversity models.

Repo

Exposes code repositories to AI clients, enabling direct read, write, and navigation of codebase files.

Product Management System

Manages product inventory with advanced features, PostgreSQL backend, Docker containerization, and multi-platform AI integrations.

FinSight

Extracts and analyzes data from documents such as invoices and bank statements, enabling interactive querying of their content through an AI agent system.

Watson Discovery

Enables interaction with Watson Discovery to retrieve project details, collections, and documents matching specific queries.

Ai Llm

Demonstrates the Model Context Protocol (MCP) using a locally hosted LLM and Java Spring Boot.

JinaAI

Extracts clean, LLM-ready content from any URL using Jina AI's Reader API for intelligent web reading, delivered as a Model Context Protocol server.

Aws Knowledge Base Retrieval

Retrieves information from the AWS Knowledge Base using the Bedrock Agent Runtime, enabling Retrieval-Augmented Generation (RAG).

Claude Repl

Augments Claude with Python code execution, shell command capabilities, and file manipulation.

Model Context

Enables the application of Model-Context-Protocol concepts through an agent-based programming approach.