Data Science & ML MCP Servers

Tavily

Integrates Tavily API to provide advanced search and content extraction capabilities via the Model Context Protocol.

OpenTargets

Provides an unofficial Model Context Protocol server for accessing Open Targets platform data, facilitating gene-drug-disease associations research.

Google Scholar

Provides Google Scholar search capabilities through a streamable HTTP Model Context Protocol (MCP) server.

AgentOps

Provides crucial observability and tracing data for debugging complex AI agent runs.

Nacos

Automates Nacos cluster interactions and enables querying of namespace, service, and configuration data using Large Language Models.

Document Processor

Extends AI assistants' knowledge by processing private documents and codebases into a searchable database.

Perplexity

Integrates Perplexity AI's language models with Claude using the Model Context Protocol.

Poisoning PoC

Demonstrates MCP Poisoning Attacks affecting AI agent workflows.

Umami Analytics

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

Kuzu

Connects Large Language Models to Kuzu databases, enabling schema inspection and query execution through the Model Context Protocol.

BiliMind

Transforms Bilibili video content into structured notes, provides intelligent Q&A, and transcribes audio.

BioOntology

Provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies.

Near Intents Agentkit

Manages AI agents and tasks using the CrewAI framework.

Company Docs

Transforms an organization's documentation into an AI-powered knowledge base, offering instant answers via chat interfaces and AI assistant integrations.

Google Earth Engine

Enables natural language querying of Google Earth Engine datasets, task execution, and visualization within chat interfaces.

DocMCP

Indexes technical documentation on a local vector database and integrates with AI IDEs for semantic search.

RoCQ

Provides logical reasoning capabilities through integration with the Coq proof assistant.

ElevenLabs Enhanced

Provides an enhanced Model Context Protocol (MCP) server for interacting with ElevenLabs' text-to-speech and audio processing APIs, specifically designed for conversational AI agents.

LanceDB

Enables efficient vector storage, similarity search, and management of vector embeddings with associated metadata using LanceDB.

YouTube

Enables searching YouTube videos, retrieving transcripts, and performing semantic search over video content.