Data Science & ML MCP 서버

Project Memory

Enables AI agents to persistently store and retrieve project information from a memory file.

Server Hub

Facilitates interactions with various AI service APIs, including Hugging Face and Dify.

Custom Context

Structures and extracts data from text according to JSON templates.

ProPublica Nonprofit Explorer

Provides AI models access to ProPublica's Nonprofit Explorer API for searching and analyzing Form 990 data, aiding CRM integration and prospect research.

Jira Service Management by CData

Enables Large Language Models like Claude Desktop to query live Jira Service Management data via a Model Context Protocol interface.

DBMCP

Enables natural language conversations with any JDBC-compatible database for querying, analysis, and visualization.

Modular Chatbot

Orchestrates a modular chatbot leveraging LangChain MCP to perform math calculations, fetch real-time weather data, and conduct web searches.

Sejm

Accesses Polish Parliament (Sejm) APIs and the European Legislation Identifier (ELI) database to provide comprehensive legal and parliamentary data.

Graph Memory

Manages a persistent, indexed knowledge graph, enabling AI agents to store, retrieve, and organize information through entities, relationships, and observations.

Ollama Consult

Connects to Ollama models, enabling reasoning from various perspectives through an MCP server.

Postgres

Manages PostgreSQL database tasks through a Model Context Protocol server.

Servers

Provides reference implementations for the Model Context Protocol, enabling Large Language Models with secure, controlled access to external tools and diverse data sources.

ResearchTwin

Transforms a researcher's publications, datasets, and code repositories into a conversational Digital Twin on a federated platform, facilitating inter-agentic research discovery.

AgentAudit

Scans AI packages, MCP servers, and agent skills for security vulnerabilities, prompt injection, and supply chain attacks.

AXTerminator

Empowers AI agents to see and control macOS applications through a high-performance MCP server.

SCB Open Data

Provides an unofficial FastMCP server to access Statistics Sweden's PxWebApi v2, offering official statistics covering employment, labor costs, wages, and other civil data from Sweden and other statistical agencies.

NoteStore Lab

Recovers and reviews copied Apple Notes evidence on macOS, offering AI-assisted triage and evidence-backed case Q&A for digital forensics.

Prompt Switchboard

Send a single prompt to multiple AI models and compare their responses side-by-side in a unified browser side panel.

Photo Edit

Facilitates agent-driven, session-based RAW and raster photo editing using RawTherapee's powerful processing capabilities.

K-Trendz

Empower K-pop fans to support artists through transparent on-chain token trading, community governance, and AI-driven engagement on the Base chain.