Data Science & ML MCP Servers

Optimized Memory

Provides a persistent memory solution using a local knowledge graph, allowing applications to remember information across interactions.

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

Jina Reader

Provides web content searching and fetching capabilities through the Jina Reader API.

Azure Ahds Fhir

Provides a standardized interface for interacting with Azure FHIR servers using the Model Context Protocol (MCP).

Filesystem

Enables seamless integration between LLM applications and external data sources by implementing the Model Context Protocol (MCP).

Kontxt

Index a local codebase to provide context-aware information to AI clients like Cursor or Claude.

Memory-Plus

Provides a lightweight, local RAG memory store for Model Context Protocol (MCP) agents.

Asymptote Image Generator

Generates precise geometric images from Asymptote code, enabling AI models to request image creation.

Ai-Agent-Directory

Browse and discover open-source AI agent and MCP orchestration tools.

Solr

Enables AI assistants to perform powerful search queries against Solr indexes by combining keyword and vector search capabilities.

Alibaba Cloud DMS

Enables unified metadata access and cross-engine data querying for large language models across diverse database ecosystems.

MySQL

Provides secure database access capabilities for LLMs by integrating with MySQL databases.

Root Signals

Exposes Root Signals evaluators as tools for AI assistants and agents, allowing for automated response evaluation against quality criteria.

DuckDB

Connects AI assistants to DuckDB for powerful data analysis through the Model Context Protocol.

Anthropic Code Analyzer

Analyzes open-source projects and assists with codebase integration using Claude's AI capabilities.

Eunomia

Orchestrates data governance policies for LLM-based applications within the Model Context Protocol (MCP) ecosystem.

Umami Analytics

Enhances Claude's capabilities by providing access to website analytics data from Umami.

Dataset

Provides datasets and statistical libraries for JSer.info, a JavaScript information website.

Space Frontiers

Connect to the Space Frontiers API and allows language models to interact with its data sources through defined tools.

Kokoro TTS

Provides text-to-speech capabilities through an MCP interface.