Data Science & ML MCP Servers

Json Schema

Manages JSON schemas and generates instances from them.

Website Downloader

Downloads websites and their assets for use with Retrieval-Augmented Generation (RAG) systems.

Perplexity

Enables Claude to perform web searches using the Perplexity AI API and provide answers with citations.

Starknet

Empowers AI agents to interact with the Starknet blockchain, query data, manage wallets, and engage with smart contracts.

Gemini API

Provides a Google Gemini API server for text generation, image analysis, video analysis, and web searching.

DiceDB

Enables AI applications to interact with DiceDB databases via the Model Context Protocol (MCP).

ArXiv Search

Searches and fetches scientific papers from arXiv.org based on category and number of results.

Github Graphql Api

Enables AI assistants to efficiently retrieve GitHub data through GraphQL queries.

TikTok

Extract insights from TikTok data through video discovery and metadata retrieval.

GDB

Provides programmatic access to the GNU Debugger (GDB) through a standardized interface, enabling AI models and other clients to interact with debugging capabilities.

Just Every Tasks

Orchestrates long-running AI tasks with state-of-the-art LLMs, offering real-time progress monitoring and automated problem-solving strategies.

ScholarScope

Integrates with academic APIs to search for papers, authors, and institutions, retrieve citations, and fetch full-text articles.

Smart Financial

Provides an AI-powered assistant for natural language querying of stock and financial data via the Model Context Protocol.

SlimContext

Provides AI chat history compression tools for Model Context Protocol-compatible clients.

DeepSearch

Enables AI models to leverage the Gemini 2.5 Flash Deepsearch model for powerful, internet-connected search capabilities.

Llamator

Automate LLM red teaming workflows by providing a production-oriented service wrapper for the Llamator framework.

Toon

Optimizes Large Language Model (LLM) prompts by converting data to the token-efficient TOON format, achieving significant token savings over JSON.

EMBA

Exposes EMBA firmware analysis results as structured tools, enabling Large Language Models to query and reason about security findings.

Codemem

Provides a standalone Rust memory engine for AI coding assistants, designed to persist and manage knowledge across sessions.

Context Lattice

Orchestrates local-first memory for AI systems with durable writes, multi-sink fanout, and retrieval learning capabilities.