Data Science & ML MCPサーバー

CheerLights

Enables AI tools to interact with the CheerLights API for real-time color data.

Model Context Protocol Servers

Provides a collection of specialized Model Context Protocol (MCP) servers for diverse use cases.

Tpc Server

Logs and retrieves the reasoning process, intended actions, and executed steps for AI agents or collaborative projects.

Ibm Informix by CData

Enables connection to IBM Informix data from Claude Desktop through CData JDBC Drivers using a read-only Model Context Protocol (MCP) server.

Upbit

Enables interaction with the Upbit cryptocurrency exchange API for real-time market data, account management, and automated trading via Server-Sent Events (SSE).

Server API

Provides a structured, standards-compliant API for serving machine learning metadata, service discovery, and ML content, enabling AI applications to efficiently discover model context and artifacts.

Code Reference Optimizer

Optimizes code context extraction, diff analysis, and import management to minimize token usage for AI assistants.

RAG Server

Provides a comprehensive Retrieval-Augmented Generation (RAG) server, offering robust file management and vector memory capabilities for AI agents.

Laravel SDK

Integrates Model Context Protocol 2025-06-18 specification support seamlessly into Laravel applications, enhancing development with its native conventions.

Schwaizer BFS

Provides programmatic access to statistical data from the Swiss Federal Statistical Office (BFS) through the Model Context Protocol (MCP).

Aave Liquidation

Analyzes Aave V3 liquidation opportunities on Ethereum mainnet, providing real-time data and insights for AI assistants.

The Blue Alliance

Provides comprehensive access to The Blue Alliance API for FIRST Robotics Competition data.

ScreenPal Video Transcriber

Transcribe ScreenPal videos using local AI models, generating comprehensive audio transcripts and visual descriptions without cloud dependencies.

Spreadsheet DL

Define complex spreadsheets declaratively using Python or YAML, then export them to ODS, XLSX, or PDF formats.

Structured Repo Context

Indexes codebases into semantic, searchable chunks using AST parsing, Tree-sitter, and embeddings, making code comprehensible for AI assistants and LLMs.

TDNET Disclosure

Provides real-time access to TDNET timely disclosures (適時開示) from the Tokyo Stock Exchange, including earnings, dividends, and M&A announcements.

Lilith Emails

Synchronizes, transforms, and manages Gmail accounts with privacy-aware classification, PII sanitization, and semantic search capabilities.

Agent Reminders

Manage structured, persistent reminders for AI agents with time, keyword, and condition triggers, priority escalation, and recurrence.

Wisepanel

Integrate multi-agent AI deliberation capabilities into MCP-compatible clients for enhanced discussion and decision-making.

LobsterSearch

Provides AI agents with an optimized local business directory, offering structured data, pricing, hours, and confidence scores for reliable recommendations.