Data Science & ML MCP Servers

Timeplus

Enables interaction with Timeplus clusters through an MCP server, providing tools for querying, listing databases and tables, and managing Kafka topics and streams.

Trino

Provides AI models with structured access to Trino's distributed SQL query engine via the Model Context Protocol.

Word Counter

Analyzes text documents by counting words and characters.

Local File Reader

Enables AI models to securely access and read local files using the Model Context Protocol (MCP).

Perplexity Search

Enables AI assistants to perform web searches using Perplexity's chat completions API.

Tradovate

Enables AI assistants to manage Tradovate trading accounts through natural language.

Quantum Simulator

Simulates quantum circuits with noise models and integrates with Model Context Protocol (MCP) clients.

ODBC Connector

Provides Large Language Models transparent access to ODBC-accessible data sources.

Kontxt

Index a local codebase to provide context-aware information to AI clients like Cursor or Claude.

Lightfast

Connects AI models to creative applications through a standardized Model Context Protocol.

Fish Audio

Integrates Fish Audio's Text-to-Speech API with large language models, enabling natural language-driven speech synthesis through the Model Context Protocol.

Reactome

Provides access to Reactome pathway and systems biology data through a Model Context Protocol server.

Data.gov.my

Provides seamless programmatic access to Malaysia's official government open data catalogue.

AgentSource

Provides live, comprehensive company and contact data from Explorium's AgentSource platform, exclusively for use within Claude Desktop.

PDF Knowledgebase

Enables intelligent document search and retrieval from PDF collections by serving as a Model Context Protocol (MCP) server.

CPI

Provides AI-powered applications with structured access to integration packages and artifacts within SAP Cloud Integration tenants.

Paper Search

Search and download academic papers from various platforms, including arXiv, PubMed, and bioRxiv.

Nova

Provides large language models (LLMs) with persistent, long-term memory capabilities across conversations using a multi-layered architecture and rapid GPU-accelerated search.

SPL Framework

Optimizes LLM agent operations by intelligently suppressing expensive LLM calls through a hierarchical decision-making architecture, drastically reducing costs and latency.

Tea Rags

Provides a high-performance, enterprise-ready MCP server for intelligent codebase analysis, featuring fast local indexing for millions of lines of code.