Data Science & ML MCP Servers

Pymcp

Provides a Model Context Protocol endpoint for integrating custom functionalities and large language models.

CrafterCMS AI Engine

Integrates a Model Context Protocol (MCP) server directly into a CrafterCMS Engine instance, enabling seamless AI tool integration.

RAG Project

Orchestrate advanced language model workflows by combining robust data retrieval with efficient vector database capabilities for enhanced generation.

Data Exploration

Analyze any dataset using natural language queries to derive insights.

Team Synapse

Transforms meeting recordings into structured, actionable intelligence using Google Gemini AI.

Weather App

Access real-time weather alerts and forecasts for U.S. states, including an optional pirate-themed response.

Dhlab

Provides access to the National Library of Norway's Digital Humanities Lab functionality through the Model Context Protocol.

Perplexica

Connects large language models to the Perplexica search API for web searching capabilities via the Model Context Protocol.

Botasaurus

Empowers AI applications with advanced web scraping, content extraction, and real-time web search capabilities.

OpsPulse

Track incidents and tickets, compute health scores, and generate executive summaries with an LLM-powered operational intelligence dashboard.

Context Gateway

Optimizes large language model context by instantly compressing AI chat history to speed up interactions and improve agent efficiency.

Codebase Indexer

Indexes source code semantically using Ollama and Qdrant for natural-language search and AI assistant integration.

Delega

Integrate any Model Context Protocol client with your Delega instance for seamless task and project management.

LEGO Oracle

Provides comprehensive data on LEGO sets, parts, minifigures, and inventories, integrated as an MCP server.

Salesforce Reader

Provides secure, read-only access to Salesforce metadata and data, designed for AI agents to understand Salesforce organization structures.

Ecourts

Connects large language models to the EcourtsIndia Partner API, enabling AI agents to interact with Indian court case data.

Municipal Fiscal Intelligence

Automate and quantify municipal bond credit risk analysis, leveraging 7 federal government databases to provide fiscal stress, funding cliff, economic resilience, and climate disaster exposure assessments for US municipalities.

Picasso

Enables AI coding assistants to generate images using Google AI Studio's Imagen and Gemini models via a self-hosted MCP server.

Caselaw

Provides access to the world's largest open caselaw database, containing over 85 million judicial decisions from 90 jurisdictions, with full-text search capabilities.

Ratatoskr

Generate no-code MCP servers from various API specifications, compressing responses and intelligently pruning large payloads for AI agents.