MCP Hub
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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

PitchLense

6

A specialized MCP server for startup due diligence that uses Google Gemini AI to analyze pitch decks and financial data across nine distinct risk categories.

14 tools

kudosflow

6

A node-based visual workflow editor for building and executing AI agent workflows inside VSCode, featuring A2A and MCP protocol support with portable JSON state management.

mcp-agentic-framework

6

mcp implementation of an agentic framework

8 tools

better-notion-mcp

6

Markdown-First MCP Server for Notion - Optimized for AI Agents

8 tools

mcp-camunda

6

Tools to interact with the Camunda 7 Community Edition Engine using the Model Context Protocol (MCP). Whether you're automating workflows, querying process instances, or integrating with external systems, Camunda MCP Server is your agentic solution for seamless interaction with Camunda.

10 tools

Context Apps

6

A comprehensive productivity MCP suite that connects Claude to four iOS apps (Todo, Idea, Journal, and Timer) via Apple ID, enabling AI-driven task scheduling, idea expansion, emotional journaling insights, and time tracking.

18 tools

awesome-mcp

6

A carefully curated collection of high-quality tools, libraries, research papers, projects, and tutorials centered around Model Context Protocol (MCP) — a novel paradigm designed to enable modular, adaptive coordination between large language models (LLMs) and external tools or data contexts.

sqlite-mcp-server

6

An enterprise-grade SQLite MCP server offering 73 specialized tools for advanced analytics, AI-native JSONB operations, vector search, and geospatial analysis with built-in SQL injection protection.

18 tools

PDF.co

6

A robust MCP server integrating the PDF.co API to provide extensive document processing capabilities including format conversion, OCR, form filling, merging, splitting, and AI-powered invoice extraction.

38 tools

a2a-mcp

6

An MCP server that implements the A2A (Agent-to-Agent) Protocol, allowing users to discover, communicate with, and manage remote AI agents and their artifacts.

4 tools

Docdex

Needs Setup
6

A local-first documentation and source code indexer that provides fast full-text search, AST-based code intelligence, and impact analysis via the Model Context Protocol.

TailorKit

6

MCP (Model Context Protocol) Server. Provides a bridge to the TailorKit API for managing customizable e-commerce product templates, enabling creation, retrieval, and manipulation of templates and their layers through natural language conversations.

4 tools

arXiv

6

MCP (Model Context Protocol) Server. Integrates with arXiv to enable flexible paper search, PDF downloading, and text extraction for literature review, research trend analysis, and automated summarization in scientific domains.

4 tools

Mermaid Diagram Generator

6

MCP (Model Context Protocol) Server. Integrates with Mermaid to render diagrams as images, enabling on-the-fly generation of visual representations for data structures, workflows, or system architectures.

Web UI Copy

6

Transforms webpage content into a fully inlined, script-free HTML document with base64-encoded resources, enabling comprehensive web page analysis and UI/UX inspiration.

1 tool

Australian Bureau of Statistics

6

An MCP server that enables AI assistants to query and analyze statistical datasets from the Australian Bureau of Statistics (ABS) using the SDMX-ML API.

aigroup-mdtoword-mcp

Validated
6

A professional MCP server for converting Markdown to Word documents with advanced support for LaTeX formulas, 12+ table styles, and custom header/footer layout.

4 tools

mcptrust

6

Runtime security proxy for MCP: lockfile enforcement, drift detection, artifact pinning, Sigstore/Ed25519 signing, CEL policy, OpenTelemetry tracing. Works with Claude Desktop, LangChain, AutoGen, CrewAI.

NVIDIA USDCode

6

Provides specialized assistance for Isaac Sim scripting, Universal Scene Description (USD) workflows, and Python API development using NVIDIA's Llama 3.1 70B USDCode model.

1 tool

Gmail

Failed
6

A comprehensive MCP server providing full access to Gmail functionalities including reading, sending, searching, and managing emails, threads, drafts, and attachments via Google's OAuth API.

36 tools

Smart Customer Support

6

A specialized MCP server designed to automate e-commerce customer support through features like product knowledge retrieval, order status tracking, and automated hand-off to human agents.

SWI-Prolog

6

An MCP server that enables AI assistants to interact with SWI-Prolog for logic programming, knowledge base management, and sandboxed query execution.

web-fetch-mcp

Needs Setup
6

An MCP server that provides tools for fetching web content, summarizing articles, comparing multiple URLs, and extracting specific data using AI-powered natural language processing.

3 tools

mcp-ecosystem-platform

6

🚀 Ultimate Developer Productivity Suite - 11 specialized MCP servers for AI-powered code analysis, security scanning, browser automation, and workflow orchestration. FastAPI + React + TypeScript + Docker ready.

6 tools

bibble

6

Transform your terminal into an intelligent AI workspace with autonomous tool-calling and multi-step workflow execution, real-time streaming responses, persistent chat history, and comprehensive MCP (Model Context Protocol) client functionality for seamless tool integration.

22 tools

Polygon Blockchain

6

A specialized MCP server for interacting with the Polygon PoS blockchain, enabling smart contract calls, ERC20 token management, and real-time gas price tracking.

4 tools

tempo-mcp

6

MCP server enabling AI agents to execute autonomous stablecoin payments on Tempo blockchain. Supports single/batch payments, scheduled transfers, token swaps, and balance queries with built-in spending limits, audit logging and many more

60 tools

code-graph-context

Needs Setup
6

A powerful MCP server that constructs and queries a rich TypeScript code graph in Neo4j, enabling LLMs to perform semantic search, impact analysis, dead code detection, and multi-agent coordination with specialized NestJS framework support.

16 tools

qarinai

6

Create unlimited AI chatbot agents for your website — powered by OpenAI-compatible LLMs, RAG, and MCP.

Business.AI.Demo

6

This project demonstrates how to integrate AI capabilities into a typical business application with .NET Platform It showcases a common scenario where business events flow through the system and get processed, stored, and then made available for AI-powered interactions.