Data Science & ML MCP Servers

Tpc Server

Logs and retrieves the reasoning process, intended actions, and executed steps for AI agents or collaborative projects.

Ibm Informix by CData

Enables connection to IBM Informix data from Claude Desktop through CData JDBC Drivers using a read-only Model Context Protocol (MCP) server.

Google Search

Enables Large Language Models (LLMs) to query and retrieve live Google Search data using natural language.

Job Search

Searches multiple job sites for AI/ML internships and full-time roles, applying specific filtering criteria.

AI Agent Generator

Enables the creation and deployment of sophisticated AI agents through natural language processing and intelligent automation.

CodeNavigator

Provides comprehensive code analysis, navigation, and quality assessment across over 25 programming languages for various development workflows.

Cerina Foundry

Generates safe, empathetic Cognitive Behavioral Therapy (CBT) exercises through an autonomous multi-agent system with human-in-the-loop capabilities.

AI Support Desk

Provides intelligent AI-driven customer support capabilities by leveraging the Model Context Protocol.

LLM Tools

Empowers AI to autonomously select and invoke diverse tools, facilitating automation from simple calculations to complex knowledge graph analysis using large language model function calling.

Structured Repo Context

Indexes codebases into semantic, searchable chunks using AST parsing, Tree-sitter, and embeddings, making code comprehensible for AI assistants and LLMs.

Agent Framework

Orchestrates AI agents at scale, enabling seamless context sharing, communication, and integration for enhanced collaboration.

Fred

Connect to the Fred database to query and explore economic data.

Image Tiler

Tiles large images and screenshots to prevent LLM vision downscaling, ensuring every detail is visible to models like Claude, GPT-4o, and Gemini.

Reflexive Thematic Analysis

Augments qualitative coding for Braun & Clarke's Reflexive Thematic Analysis, enabling structured AI-assisted interpretation while preserving researcher authority.

QuickBooks Online

Provides an MCP server for managing QuickBooks Online accounting data, including customers, invoices, expenses, payments, and reports.

Memento Protocol

Provides AI agents with persistent, structured memory, enabling them to recall and learn across sessions.

Polymarket

Integrates Polymarket prediction market data, offering AI assistants full read access to all public APIs for real-time insights.

Atlas

Orchestrates universal multi-agent systems, providing an infrastructure layer for interoperability, auditability, and production readiness for autonomous AI agents.

Wisegit

Extracts decision intent from git history to protect intentional code from AI modification by generating decision manifests.

SemanticDog

Actively monitors self-hosted media libraries for application-level file corruption in images, videos, documents, and more.