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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Self-Hosted EdgeOne Pages MCP Server

A self-hosted MCP server that facilitates the deployment and management of static websites and KV storage directly on EdgeOne Pages using natural language.

LaTeX Resume MCP

A specialized MCP server for managing LaTeX resumes, allowing users to create, edit, and compile documents using templates with built-in PDF inspection and syntax verification.

15 tools

FPE Demo MCP

FF3 Format Preserving Encryption with authentication patterns for secure data protection in LLM workflows.

2 tools

mcp-openai-tools

Consumer Rights Wiki MCP Server

Enables AI assistants to access the Consumer Rights Wiki, providing tools to search and retrieve information about modern consumer exploitation issues like privacy violations, dark patterns, and deceptive pricing practices.

Arcaelas MCP

A versatile MCP server providing generative AI tools for image creation, text-to-speech conversion, background removal, and high-quality image upscaling.

4 tools

Feyod

A server that answers questions about football matches, and specialised in the football club Feyenoord.

1 tool

Voice MCP

A local MCP server for Claude Code enabling private, offline voice interactions through Whisper speech-to-text and Supertonic text-to-speech synthesis.

5 tools

shopify-mcp-server-main

Rube

Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like "Send an email" or "Create a task."

Oblique Strategies MCP Server

Access the classic Oblique Strategies card deck by Brian Eno and Peter Schmidt to overcome creative blocks with lateral thinking prompts, featuring multiple historical editions and programming-specific adaptations.

3 tools

OSRS MCP Server

MCP Server for interacting with Old School RuneScape Wiki API and game data files, providing tools to search the OSRS Wiki and access game data definitions through the Model Context Protocol.

BrowserCat MCP Server

Enables LLMs to automate web browsing through BrowserCat's cloud browser service, including navigation, screenshots, JavaScript execution, and form interactions without requiring local browser installation.

MCP File Forge

A Model Context Protocol server for secure, sandboxed file operations and project scaffolding with built-in search and regex capabilities. It is optimized for Windows environments and features configurable access controls to restrict operations to specific directories.

RAGMap MCP

Discover RAG-capable MCP servers. Search by meaning; filter by remote, citations, local. Four tools.

SEC EDGAR Financial Data

Search SEC EDGAR filings, financial statements, and company data.

DGIdb

This MCP server provides a bridge to the Drug Gene Interaction Database (DGIdb) GraphQL API, allowing users to query drug-gene interactions, gene categories, and drug attributes directly through AI clients.

GitHub Pull Request Activity

MCP (Model Context Protocol) Server. Integrates with GitHub's API to retrieve and format pull request activity as structured XML output for performance reviews, eliminating manual searching through repository history.

MCP Server for WinDbg Crash Analysis

Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote debugging through natural language queries, enabling execution of debugger commands and automated crash analysis.

Brokerage-MCP

A financial brokerage-related MCP server built with the mcp-framework that provides tools for integrating brokerage services and financial data into the MCP ecosystem.

1 tool

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, allowing users to deploy services, manage environment variables, monitor deployments, and configure projects directly from MCP clients like Claude.

chatgpt-workspace-connector

Deebo

Agentic debugging MCP server that helps AI coding agents delegate and fix hard bugs through isolated multi-agent hypothesis testing.

GhidraMCP

Enables LLMs to autonomously reverse engineer binaries using Ghidra's capabilities including decompilation, function analysis, automatic renaming, and BSim integration for function similarity matching.

Backblaze B2 MCP Server

A comprehensive MCP server for Backblaze B2, supporting complete bucket management, file operations with large multipart upload support, and application key security.

22 tools

Trello

MCP (Model Context Protocol) Server. Integrates with Trello to enable board, list, and card management with automatic rate limiting and input validation for seamless task tracking and organization

9 tools

Apollo.io MCP Server

A comprehensive MCP server for interacting with Apollo.io's global database to search, enrich, and manage people and organization data. It enables seamless integration for lead generation, account management, and contact enrichment through natural language commands.

15 tools

mcpman

A powerful MCP server manager and proxy that multiplexes multiple upstream servers into a single interface, featuring an LLM-powered code execution environment for sophisticated tool chaining.

6 tools

SDK MCP Server

A specialized MCP server that provides AI assistants with indexed, searchable access to AI/ML SDK source code (like OpenAI and Google ADK) for deep technical analysis and cross-framework comparison.

13 tools

Trade-MCP

A specialized MCP server that integrates with the Zerodha Kite Connect API to automate stock trading actions, including placing orders and managing portfolio holdings.

4 tools