Data Science & ML Servidores MCP

Smartsheet

Provides healthcare analytics capabilities for Smartsheet, including clinical note summarization, patient feedback analysis, and research impact assessment.

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.

Paperpal

Enhance literature reviews by enabling LLMs to access and interact with academic papers.

Foundry

Enables AI assistants to interact with Foundry datasets, ontology objects, and functions using the Model Context Protocol.

Ros

Enables precise robotic movement control through linear and angular velocity manipulation.

FRED Macroeconomic Data

Provides access to Federal Reserve Economic Data (FRED) for Large Language Models (LLMs) like Claude.

Root Signals

Exposes Root Signals evaluators as tools for AI assistants and agents, allowing for automated response evaluation against quality criteria.

Lightfast

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

Caltrain

Provides real-time Caltrain departure information using GTFS data via the Model Context Protocol.

Memento

Provides a local, offline memory server for AI agents, leveraging SQLite with advanced search capabilities.

Data.gov.my

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

Vibe Workspace

Streamlines development workflows by providing consistent environments, tooling configurations, and coding patterns for modern AI Agentic coding across multiple repositories.

Docsearch

Provides local-first, hybrid semantic and keyword search for various document types and Confluence pages through the Model Context Protocol.

Skolverket

Provides AI assistants with access to all open data APIs from the Swedish National Agency for Education (Skolverket), tailored for large language models.

SPL Framework

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

Glider

Provides Roslyn-powered semantic C# code analysis and refactoring capabilities for AI assistants.

ATLAS

Provides deep operational context for AI agents by securely connecting to existing logistics systems via the Model Context Protocol.

Kindex

Manages a persistent knowledge graph for AI-assisted workflows, indexing conversations, projects, and intellectual work to provide context for AI agents.