Data Science & ML MCPサーバー

TMD

Provides weather data from the Thai Meteorological Department as an MCP server.

Notion

Exposes Notion pages and databases as a read-only Model Context Protocol (MCP) server, enabling secure, real-time access via Server-Sent Events (SSE).

BFL

Enables AI-powered image generation and editing using natural language through the Model Context Protocol.

Qdrant Hybrid

Offers a local-first TypeScript MCP server for Qdrant, facilitating client isolation, LM Studio integration, and scalable document workflows for retrieval-augmented generation.

Universal

Connects Large Language Models to various real-world applications through a modular server framework.

Playground

Implements a Model Context Protocol (MCP) server, enabling AI assistants to securely interact with external tools and data sources.

reMarkable Cloud Interface

Integrate reMarkable Cloud functionalities with AI agents for document browsing, reading, and handwriting recognition.

Signal Relay

Connects AI agents to SocioLogic's synthetic persona platform via the Model Context Protocol.

Context

Exposes context resolution functionalities to AI agents via the Model Context Protocol over JSON-RPC 2.0 stdio transport.

GoldHold

Provides persistent memory for AI agents to search, store, and recall information across sessions.

Bighub

Enables self-improving rules and real-time decision intelligence for AI agents by simulating actions and scoring risks before execution.

GrappleAI

Empowers consumers to resolve post-purchase disputes through an AI-driven platform leveraging autonomous agents and the Model Context Protocol.

Apollo LED

Provides a web UI, REST API, and MCP tools for AI agents to control Apollo Matrix M1 LED panels.

College Football

Exposes comprehensive College Football Data API endpoints as callable tools for AI agents and developers.

Claw Recall

Stores and enables searching of AI agent conversations to recover lost context and improve memory persistence in multi-agent workflows.

Substrate

Empowers AI entities with persistent cognitive infrastructure, featuring causal memory, emotional states, and identity continuity.

LenderWiki

Provides AI assistants with programmatic access to a comprehensive database of over 13,000 US consumer lenders for search, comparison, and analysis.

Catapult

Provides a server for querying heterogeneous catalysis databases via the Model Context Protocol.

Patents

Access comprehensive US patent search and inventor lookup capabilities using the free PatentsView API.

NoteStore Lab

Provides a copy-first Apple Notes recovery and review toolkit for macOS, integrating AI-assisted triage, evidence-backed Q&A, and a read-mostly MCP server for local agent workflows.