Data Science & ML MCP Servers

Atlassian Bitbucket

Integrates Atlassian Bitbucket Server/Data Center with AI systems through a Model Context Protocol (MCP) server.

Google Spanner

Enables read-only access to Google Spanner data for AI clients like Claude Desktop through CData JDBC Drivers.

Oracle Eloqua

Connects Large Language Models (LLMs) like Claude Desktop to Oracle Eloqua data via a Model Context Protocol (MCP) interface.

Medium

Enables programmatic and intelligent interaction with Medium's content ecosystem for context-aware retrieval.

File Browser

Enables Large Language Models to securely browse, interact with, and manage local file systems.

Confluence Knowledge Base

Transforms Confluence documentation into an AI-powered knowledge base, enabling natural language queries via Gemini CLI.

Claude Sidekick

Integrates Ollama's local large language models with Claude Code and other Model Context Protocol (MCP) clients.

Transform Rules

Transforms CSV or JSON data into structured JSON outputs using declarative YAML rules with powerful expression language and DTO generation.

Ateam

Empower AI assistants to autonomously build, validate, and deploy multi-agent solutions from any AI environment.

FastAPI

Establishes an AI agent server with a corresponding REST API for seamless interaction and management.

Clipping Agent

Transforms raw YouTube content into viral-optimized video clips using AI-powered search, motion-based highlight detection, and automated editing.

Bib Check

Validates BibTeX entries against public scholarly sources, ranks matching candidates, and recommends the optimal citation.

Audio Analysis

Processes audio for comprehensive analysis, including transcription, diarization, prosody, sentiment, and speech pattern detection.

Axonn

Provides energy market intelligence for the US energy sector, including regulatory filings, real-time ISO prices, and market data.

PDF RAG

Enables retrieval-augmented generation (RAG) by extracting, chunking, embedding, and semantically searching information from scanned, multi-column, and table-heavy PDF documents.

PubMed

Accesses PubMed's extensive database for biomedical literature search and retrieval via NCBI E-utilities.

Gemini Embedding 2

Transforms local files, images, and video into a fast spatial search index for AI agents using Gemini embeddings and ChromaDB.

Forgent

Orchestrates AI subagents on demand, routing tasks across various agent ecosystems and frameworks for optimal execution.

Healthcare AI Governance

Ensures compliance with key regulatory frameworks and ethical guidelines for artificial intelligence in healthcare, including FDA, HIPAA, and WHO standards.

Fishkeeper AI

Provides AI-powered intelligence for comprehensive aquarium management, including water analysis, species compatibility, and disease diagnosis.