AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
PitchLense
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.
kudosflow
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
mcp implementation of an agentic framework
better-notion-mcp
Markdown-First MCP Server for Notion - Optimized for AI Agents
mcp-camunda
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.
Context Apps
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.
awesome-mcp
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
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.
PDF.co
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.
a2a-mcp
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.
Docdex
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
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.
arXiv
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.
Mermaid Diagram Generator
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
Transforms webpage content into a fully inlined, script-free HTML document with base64-encoded resources, enabling comprehensive web page analysis and UI/UX inspiration.
Australian Bureau of Statistics
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
A professional MCP server for converting Markdown to Word documents with advanced support for LaTeX formulas, 12+ table styles, and custom header/footer layout.
mcptrust
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
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.
Gmail
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.
Smart Customer Support
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
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
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.
mcp-ecosystem-platform
🚀 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.
bibble
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.
Polygon Blockchain
A specialized MCP server for interacting with the Polygon PoS blockchain, enabling smart contract calls, ERC20 token management, and real-time gas price tracking.
tempo-mcp
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
code-graph-context
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.
qarinai
Create unlimited AI chatbot agents for your website — powered by OpenAI-compatible LLMs, RAG, and MCP.
Business.AI.Demo
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.