AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
iRAG MCP Server
A Model Context Protocol server that enables Claude Desktop to generate images using Baidu's iRAG image generation API through a standardized interface.
Link MCP
Enables intelligent web document scraping and conversation memory management for Cursor IDE. Supports multi-level link crawling, automatic content extraction, and organized storage of conversations and technical documentation.
WordPress MCP Server
A Node.js server that wraps the WordPress REST API with the Model Context Protocol, enabling AI agents to manage posts through standard CRUD operations. It supports both STDIO and SSE transport modes for compatibility with various MCP clients like Claude Desktop.
draft-mcp-server
Review AI-generated drafts before they go anywhere. MCP server with local review UI.
@leo000001/codex-mcp
MCP server that wraps OpenAI Codex app-server — start coding agents, poll their progress, and manage permissions from any MCP client
Jeneen's MCP Agent
A multi-functional AI agent with an Arabic legal chatbot, Google search capability, and a VAE model that generates handwritten digit images.
@supastory/mcp-server
SupaStory MCP server — bring AI-powered session replay insights directly into your editor
attention-matters
Geometric memory for AI coding agents. No embeddings, no vectors, no cloud — just math.
@jerrysv/mlb-mcp-server
MCP server for MLB and MiLB data via the free MLB Stats API — teams, players, games, scores, standings, transactions, and more. No API key required.
n2-free-search
Free search MCP server powered by SearXNG — no API keys, no credit cards, just search. 70+ search engines.
Nuxt MCP Server on Vercel
A simple Nuxt application that serves as a Model Context Protocol server deployable on Vercel, allowing developers to implement AI tools, prompts, and resources through the MCP TypeScript SDK.
Budget Allocator
An interactive tool for visualizing and managing budget allocations across business categories with real-time charts and industry benchmarks. It allows users to adjust spending distributions and compare them against historical trends and startup stage data.
pexbot-mcp
An MCP server for the pex.bot AI simulated crypto exchange that enables users to manage accounts, check real-time market data, and execute trades. It provides tools for profile management, order execution, and asset tracking within a simulated cryptocurrency trading environment.
hello-mcp
A minimal learning-focused MCP server that demonstrates core primitives like tools and resources through simple greeting functions. It provides a foundational example for connecting AI models to external data using both Streamable HTTP and stdio transports.
AgentBTC MCP Server
Enables AI agents to perform Bitcoin and Lightning Network payments using a non-custodial, zero-trust architecture. It provides 13 tools for wallet management, invoice creation, and payment processing while keeping node credentials local to the user's machine.
fal-mcp
An MCP server that integrates fal.ai's image generation and editing capabilities into MCP-compatible clients. It enables text-to-image generation, style application via LoRAs, and image editing using natural language instructions.
WebDNA MCP Server
A custom server that integrates WebDNA documentation with AI assistants by scraping, indexing, and providing searchable documentation through MCP-compatible API endpoints.
MCP Python Server — API Wrapper
A Python server implementing the Model Context Protocol that exposes tools for querying external APIs, compatible with Claude Desktop and ChatGPT Desktop.
Interactive Feedback MCP
A MCP server that enables human-in-the-loop workflow in AI-assisted development tools by allowing users to run commands, view their output, and provide textual feedback directly to the AI assistant.
Garak-MCP
MCP Server For Garak LLM Vulnerability Scanner https://github.com/EdenYavin/Garak-MCP/blob/main/README.md
Geocoding MCP Server
A Model Context Protocol server that provides geocoding services by integrating with the Nominatim API, allowing AI assistants to perform location-based lookups.
OpenAI MCP Server
Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.
CopilotMCP
A collection of MCP servers built with FastMCP framework that handle various tasks including customer interviews, E2E testing, and go-live processes, enabling seamless integration with GitHub Copilot through VSCode.
Rini MCP Server
A collection of custom MCP servers providing various AI-powered capabilities including web search, YouTube video analysis, GitHub repository analysis, reasoning, code generation/execution, and web crawling.
MCP GitHub Project Manager
A comprehensive server that provides AI-powered GitHub project management with task generation from requirements and complete traceability from business requirements to implementation.
MonkeyType MCP Server
A Model Context Protocol server that enables LLMs to interact with all MonkeyType API endpoints, providing access to typing test data, user profiles, leaderboards, and statistics through natural language.
MCP Terminal Server
A simple MCP server that allows running terminal commands with output capture, enabling command execution on the host system from MCP-compatible clients like Claude Desktop.
Remote MCP Server Authless
A tool for deploying authentication-free Model Context Protocol servers on Cloudflare Workers that can be connected to AI clients like Claude Desktop or Cloudflare AI Playground.
Remote MCP Server Authless
A tool that deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication requirements, allowing developers to add custom tools that can be accessed from Claude Desktop or the Cloudflare AI Playground.
@dreamfactory/create
Zero-friction DreamFactory setup: Governed database APIs for AI agents in minutes. The only self-hosted MCP server with field-level RBAC across 25+ databases (PostgreSQL, MySQL, Oracle, SQL Server, Snowflake). Blocks AI agents from accessing PII, prevents