Data Science & ML MCP Servers

EVM

Enables AI agents to interact with multiple EVM-compatible networks via a unified interface.

Marginalia

Accesses the Marginalia Search engine, focusing on independent and non-commercial web content.

Weather

Retrieves weather alerts and forecasts using the National Weather Service API.

Dynamics 365 by CData

Connects Dynamics 365 data to Claude Desktop using CData JDBC drivers through a read-only interface.

Jira by CData

Enables access to Jira data from Claude Desktop through CData JDBC Drivers, leveraging the Model Context Protocol (MCP).

Parquet by CData

Exposes Parquet data as a Model Context Protocol (MCP) server, enabling LLMs to query it using natural language.

Collabdays Netherlands

Deploys a Model Context Protocol (MCP) server for integration with AI models like Microsoft Copilot Studio.

Markdown RAG

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

MxHero

Provides a Model Context Protocol (MCP) server to access mxHERO's high-performance multi-account email search service for AI solutions.

Test

Exposes an API as tools to large language model clients using the Model Context Protocol (MCP).

Zerion

Integrate Zerion's cryptocurrency portfolio management, DeFi, NFT, and market data API with AI assistants via the Model Context Protocol.

End-to-End Tooling System with Vertex AI Gemini

Orchestrates an end-to-end Model Context Protocol tooling system, featuring a FastMCP server and STDIO-based client with JSON-RPC, enabling multi-step tool chaining powered by Vertex AI Gemini.

Erl VectorDB

Provides a high-performance, fault-tolerant vector database leveraging Erlang/OTP's Actor model for concurrent operations and distributed clustering.

RLM Knowledge Base

Empower LLM agents with direct, intelligent access to enterprise documents through a local, recursive language model knowledge base.

Denue

Enables AI agents to search and count economic units in Mexico using INEGI's DENUE API.

Neo Cortex

Provides long-term, persistent memory to AI agents, enabling them to recall past conversations and knowledge across sessions.

Open Repo

Indexes local code repositories, parses their structure, and serves the codebase context to AI agents via the Model Context Protocol.

Unified Audio Server

Provides a unified web server for speech-to-text transcription and text-to-speech synthesis, including speaker diarization.

Wikipedia Trends

Provides real-time Wikipedia page view trends to detect information-demand spikes and breaking topic momentum for AI agents.

Trustoracle

Establishes a verifiable trust layer for AI agents to check claims against cryptographic evidence before taking action.