Data Science & ML MCP Servers

Trading Simulator

Enables AI models to interact with the Trading Simulator API, allowing them to check balances, prices, and execute trades through an MCP-compatible interface.

Claude Repl

Augments Claude with Python code execution, shell command capabilities, and file manipulation.

Fictional Cats

Provides AI models access to fictional cat data via the Model Context Protocol.

Wikipedia Summary Fetcher

Retrieves Wikipedia summaries for AI assistants using a FastAPI server.

Xero by CData

Enables querying of live Xero data from Large Language Models like Claude Desktop using natural language through a Model Context Protocol (MCP) interface.

HK Prompt

Delivers custom prompts to guide bot interactions within an MCP client environment.

GitHub Project Manager

Manages GitHub projects with AI-powered task management and comprehensive requirements traceability.

Goldfish

Provides a crash-safe, persistent memory for developer sessions, tracking progress, managing tasks, and maintaining context across AI development workflows.

Ahma

Transforms command-line and web tools into asynchronous, concurrent Model Context Protocol (MCP) AI agents, enabling faster, multi-threaded AI workflows.

Remote Authless

Deploys a Model Context Protocol (MCP) server on Cloudflare Workers that operates without requiring authentication.

Perplexity

Integrates Perplexity AI's real-time search capabilities and AI-powered answers with web sources and citations into the Model Context Protocol.

Gemini

Integrate and leverage Google's powerful Gemini multimodal AI models for diverse generative and analytical applications.

Conversational Data Manager

Enables natural language interaction for CRUD operations across heterogeneous databases like MySQL and PostgreSQL.

Conversational AI Bot

Build Streamlit-based conversational bots leveraging LangGraph's prebuilt agents for data access.

Northscore

Enables AI agents to securely query Northscore's sports data using the Model Context Protocol.

Pinecone Assistant

Provides a generic Model Context Protocol server enabling conversational AI document research with Pinecone Assistant API, leveraging AI-powered RAG and strategic multi-search capabilities.

FeedOracle Stablecoin Risk

Provides deterministic operational risk scoring for over 28 stablecoins based on 7 distinct signals.

World Bank

Provides AI agents direct access to over 1,500 World Bank development indicators across 200+ countries.

Adversarial Corporate Opacity

Detects corporate opacity, shell company structures, and hidden beneficial ownership through adversarial analysis of corporate filings, registries, and public records.

Crazyrouter

Provides unified access to over 600 AI models for text, image, video, audio, and music generation via a single API key through the Model Context Protocol.