Data Science & ML MCP Servers

Code2Flow

Generates code call graphs and serves them via the Model Context Protocol (MCP) for AI application integration.

Hot News

Aggregates real-time hot topics data from various online platforms.

Project Synapse

Showcases Agent Communication Protocol (ACP), Agent-to-Agent (A2A), and Model Context Protocol (MCP) capabilities through a collaborative research swarm.

Contemplation

Integrates a continuous, background cognitive processing system that enables AI models to think between conversations.

Sheet Parser

Enables AI agents to parse, transform, and modify various spreadsheet file formats through a Model Context Protocol (MCP) server.

IG Trading

Integrates with IG Trading API to enable AI-powered trading and market analysis through a Model Context Protocol (MCP) server.

Omni File Converter

Converts various document formats like PDF, DOCX, and PPTX into images (PNG, JPEG) and other document types.

Wolfe Lovense

Empowers AI with autonomous hardware control for proactive, physiological, and boundary-aware interactions using Lovense devices.

CourtListener

Provides AI agents with access to CourtListener's legal database, offering semantic and hybrid search, citation verification, and comprehensive legal research tools.

Lucene Search

Exposes Apache Lucene's full-text search capabilities through a conversational interface, enabling AI assistants to search, index, and manage document collections without technical expertise.

Qmd

Indexes and searches local Markdown files with high performance, offering BM25 full-text, vector semantic, and hybrid search, alongside an MCP server for AI agent integration.

Damnlies

Enables AI agents to access the Norwegian SSB API for statistical data.

StatsPlus

Exposes the StatsPlus API for Out of the Park Baseball (OOTP) as contextual tools for Claude and other Model Context Protocol clients.

Adif

Empowers AI agents with secure, typed access to Amateur Radio logging data, adhering to the ADIF 3.1.6 specification.

SpecLeft

Align feature intent with test coverage by transforming plans into version-controlled specs and generating test skeletons.

Stitch

Provides cross-tool memory for AI agents by stitching context, decisions, failed experiments, and warnings across various development tools and sessions.

Unified Interface

Integrate any Arduino-compatible microcontroller into an AI agent's toolkit, enabling AI control over physical devices.

DrawForge

Transforms reference diagrams into editable assets using an agent-guided loop integrated with Microsoft Visio.

Suno

Integrates Suno AI music generation, lyrics, and cover workflows into MCP-compatible clients via Ace Data Cloud.

CryptoGuard

Blocks honeypots, blacklists, and rug pulls in crypto transactions, serving as an AI agent safety layer.