Data Science & ML MCP Servers

Freedanfan

Standardizes context interaction between AI models and development environments using FastAPI and the Model Context Protocol (MCP).

Memory Box

Enables saving, searching, and formatting memories with semantic understanding directly from Cline and Claude Desktop using a Memory Box instance.

Word Counter

Analyzes text documents by counting words and characters.

Bear Notes

Connects the Bear note-taking app to AI assistants, enabling semantic search and retrieval of notes.

Local File Reader

Enables AI models to securely access and read local files using the Model Context Protocol (MCP).

MySQL Database Server

Enables LLMs to inspect MySQL database schemas and execute read-only queries.

Paperpal

Enhance literature reviews by enabling LLMs to access and interact with academic papers.

Sqlite

Exposes a SQLite database as an MCP server with table schemas, read-only SQL query capabilities, and prompt templates for data analysis.

AkShare

Exposes all AKShare data interfaces as a MCP Server.

Spring AI Examples

Provides example implementations for Spring AI's Model Context Protocol, demonstrating interaction with various databases.

Materials Project

Enables AI models to query and retrieve comprehensive materials science data from the Materials Project database via a Model Context Protocol server.

Reactome

Provides access to Reactome pathway and systems biology data through a Model Context Protocol server.

Vibe Workspace

Streamlines development workflows by providing consistent environments, tooling configurations, and coding patterns for modern AI Agentic coding across multiple repositories.

My Apple Remembers

Integrates with Apple Notes to create a personal memory system for AI, enabling recall and saving of information from macOS.

Document Indexer

Indexes and provides semantic search for local documents using a vector database and local language models.

GnomAD

Provides access to the gnomAD GraphQL API for AI assistants.

ActivityPub

Enables Large Language Models to explore and interact with the Fediverse using standardized Model Context Protocol tools.

Memory Journal

Capture and organize technical details, code context, GitHub issues, and personal reflections into a Git-based project journal.

Snow Leopard BigQuery

Enables AI agents to interact with Google BigQuery databases via natural language queries and schema exploration.

Document Reader

Enables AI agents to parse and extract information from various document types including DOCX, PDF, Excel, and TXT.