Data Science & ML MCP Servers

Web Cat

Enhances AI models with web search and content extraction capabilities through Python-based APIs.

Local RAG Backend

Enables local RAG systems by registering diverse document formats for advanced search capabilities through an MCP server.

K8s Assistant

Provides a natural language interface for Kubernetes troubleshooting and analysis powered by AI.

News Agent

Collects, processes, and analyzes real-time news data from Google News RSS feeds using LangGraph workflows and an OpenAI model.

YouTube Transcript

Retrieves YouTube video transcripts, enabling AI models to easily access and utilize subtitle data.

VidNavigator

Enables AI-powered video search, analysis, and transcription across multiple platforms via the Model Context Protocol.

DSE Stock

Provides real-time and historical data for Dhaka Stock Exchange symbols with a robust symbol resolver.

Wave

Enables AI assistants to generate and control real-time audio synthesis through natural language descriptions using SuperCollider.

Limitless AI

Connects AI assistants to personal lifelog data for seamless reading, searching, and analysis of recorded conversations and activities.

Quickchart

Facilitates chart creation by converting Chart.js configurations into shareable URLs or downloadable images via QuickChart.io.

Indian Stock

Provides real-time and historical Indian stock market data, news, and company insights for integration into AI models.

Mem0

Establishes a self-hosted Model Context Protocol server for AI memory, utilizing PostgreSQL with pgvector for efficient data storage and retrieval.

Mycelium Memory Hub

Provides persistent memory, real-time AI-to-AI communication, and a federation mesh for multi-agent AI systems.

GitMem

Provides AI coding agents with persistent institutional memory, allowing them to learn from past experiences and improve across coding sessions.

Memory Anchor

Provides AI coding assistants with persistent, searchable memory to overcome session-based amnesia, ensuring all decisions and context are remembered.

Nexus

Enables AI models to invoke various AI CLI agents as tools, offering parallel execution, automatic retries, and structured output parsing.

Prompt Control Plane

Scores, enforces policy, locks configuration, and audits every AI prompt before it reaches any LLM.

NeuroVerse Governance

Establishes a deterministic governance engine for AI agents, enforcing rules defined in human-readable Markdown files to prevent unintended or malicious actions.

Gemini Media

Integrates Google's advanced AI models for video and image generation, enhanced by expert prompting skills.

MollyGraph

Builds a self-improving knowledge graph that enhances AI agent memory and learning capabilities.