Data Science & ML MCP Servers

Kv Extractor

Extracts key-value pairs from arbitrary, noisy, or unstructured text using LLMs and provides type-safe output in JSON, YAML, or TOML formats.

Finance

Provides real-time financial data to Large Language Models through the Model Context Protocol.

Tool4lm

Provides an all-in-one suite of tools for local and remote Large Language Models, enabling multi-engine web search, secure web page fetching and summarization, internal document reading, academic lookups, and calculations.

Xplainable

Provides secure access to the Xplainable AI platform, enabling the management, deployment, and explanation of machine learning models.

Resume Optimizer

Optimizes resumes with AI by providing a Model Context Protocol server for intelligent tool orchestration.

Plots

Generates various data visualizations, including line, bar, and pie charts, from raw data and outputs them in formats like Mermaid diagrams, PNG images, or base64 text.

ThingWorx

Exposes PTC ThingWorx as a set of AI-friendly tools and APIs, facilitating interaction via a REST API with AppKey authentication.

Wikimedia Image Search

Enables AI assistants to search Wikimedia Commons for images, providing detailed metadata and visual thumbnail composites.

FetchV2

Fetches and extracts clean, AI-optimized web content, delivering it in a structured markdown format.

ctx4.ai

Establishes a portable context layer for large language models, providing persistent memory and advanced interaction capabilities.

Odnelazm

Scrapes, parses, and provides structured hansard data from mzalendo.com, offering transcripts of National Assembly and Senate sittings from the Parliament of Kenya.

AI Tool Servers

Extends AI assistants like Claude with a diverse array of powerful tools for tasks ranging from mathematical animation rendering to data analysis and food ordering.

Consolidation Memory

Establishes local-first persistent memory for AI agents, enabling them to store, recall, and consolidate knowledge across interactions without cloud dependencies.

PubMed ML Platform

Establishes an end-to-end machine learning platform for semantic search across PubMed biomedical abstracts.

Novyx Desktop

Integrates persistent memory, time-travel rollback, and audit trails into Claude Desktop for enhanced AI agent capabilities.

LocalStack

Exposes LocalStack-managed AWS services as AI-agent tools, enabling LLMs and AI agents to interact with local AWS infrastructure during development and testing.

Chilean Law

Provides a comprehensive, AI-readable database of Chilean legislation for legal research and cybersecurity compliance.

Youtube Summarize

Fetches YouTube video transcripts and offers optional summarization capabilities for quick content digestion.

ICD-10

Provides an offline server for ICD-10-CM, ICD-9-CM, and ICD-10 WHO medical code lookup, search, and bidirectional crosswalk translation.

Krx

Provides a command-line interface and MCP server for accessing comprehensive Korean stock market data from the KRX Open API.