AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
chartmogul-mcp-server
A comprehensive MCP server for ChartMogul that enables interaction with subscription analytics, customer management, CRM tasks, and financial metrics. It provides tools to programmatically manage customers, plans, invoices, and retrieve key business performance indicators like MRR and LTV.
cotlib
cotlib is a secure, high-performance Go library for parsing, validating, and generating Cursor-on-Target (CoT) XML messages. It features a comprehensive, embedded type catalog with metadata and XSD catalogue, robust validation logic, and LLM/AI-friendly search APIs. Designed for reliability, composability, and security.
Eunomia
Eunomia MCP Server acts as an orchestration layer that applies data governance policies, such as PII detection and access control, to text streams flowing through other MCP servers.
cv-resume-builder-mcp
AI-powered CV and resume builder using Model Context Protocol. Automatically sync your achievements from Jira, Credly, LinkedIn, and git. Keep your CV always up-to-date.
Serial Hardware Bridge
A bridge between AI models and physical hardware using the Model Context Protocol, allowing natural language control of TCP-connected devices and IoT projects.
Mallory MCP Server
A robust Model Control Protocol server that enables AI agents to access real-time cyber threat intelligence and detailed information about vulnerabilities, threat actors, malware, and other cyber-security entities.
Things MCP
A robust integration that enables Claude to manage Things 3 on macOS via AppleScript and URL schemes, supporting full task lifecycle management from creation to archiving.
mini_claude
A persistent memory and safety layer for Claude Code that prevents death spirals and context loss using local LLM analysis via Ollama. It tracks task state, mistakes, and project conventions to ensure high-quality, scoped code modifications.
m4
M4 is an infrastructure server providing AI agents with clinical intelligence and access to medical datasets like MIMIC-IV and eICU through specialized SQL and note-searching tools.
MercadoPago
This MCP server provides searchable access to Mercado Pago's developer documentation, including integration guides and API references across multiple Latin American markets and languages.
shellguard
MCP server that gives LLM agents read-only shell access over SSH
Together AI Image Generation
MCP (Model Context Protocol) Server. Integrates with Together AI's image generation models to create custom images based on text prompts, dimensions, and output settings.
Conceal
A specialized MCP proxy server that automatically detects and pseudo-anonymizes personally identifiable information (PII) in real-time using regex and LLMs, ensuring privacy compliance while maintaining data semantic integrity.
mcp-server.sqlite
Implementation of an MCP (Model Context Protocol) Server for SQLite. It provides an AI model with context and the ability to execute SQL queries.
Skill Vision Control (SVC)
A version control and management system for MCP skills that supports update detection, parallel version testing, and smart merging of custom modifications with official updates.
ElevenLabs MCP Enhanced
An enhanced version of the ElevenLabs MCP server adding multi-speaker dialogue management, official v3 model support, and comprehensive conversation history retrieval with transcripts.
claude-team
A specialized MCP server for orchestrating multiple parallel Claude Code sessions via iTerm2. It enables multi-pane task management with features like git worktree isolation, automated messaging, and status monitoring across a 'team' of agents.
DevEnvInfoServer
MCP (Model Context Protocol) Server. Gathers detailed development environment data to enhance context-aware assistance in code editors, enabling tailored coding suggestions and environment-specific troubleshooting.
GlitchTip MCP Server
Integrates GlitchTip error monitoring with AI assistants to list issues, retrieve detailed event context, and perform guided debugging of production errors using natural language.
Medical Research MCP Suite
A comprehensive medical research suite that unifies data from ClinicalTrials.gov, PubMed, and FDA databases with AI-enhanced cross-database analysis and risk assessment.
OpenProject MCP Server
A comprehensive project management MCP server for OpenProject that enables task creation, dependency mapping for Gantt charts, and user management via AI assistants.
FHL Bible MCP Server
A comprehensive MCP server providing tools and resources for Bible study from the Faith, Hope, Love (FHL) API, featuring multilingual verse lookups, Strong's concordance, scholarly commentaries, and deep research capabilities for apocrypha and apostolic fathers.
Canvas LMS MCP Server
A Canvas LMS integration for AI systems that provides seamless access to educational data including courses, assignments, quizzes, and syllabi via natural language.
WebSearch
A powerful web search and content retrieval MCP server that combines Brave Search with AI-powered summaries and provides tools for fetching HTML, plain text, and metadata from websites.
stockreport-mcp
A comprehensive multi-market financial data server covering A-shares, Hong Kong, and US markets. It provides historical price data, financial statements, macroeconomic indicators, and automated analysis reports using a hybrid data source model (Baostock and AkShare).
GLM-4.5V Vision
A code-centric vision MCP server powered by GLM-4.5V that automatically processes local image files or clipboard screenshots to extract code, detect errors, and analyze software architecture.
Gemini MCP Server
Integrates Google's Gemini AI into development workflows via MCP, providing tools for codebase analysis, implementation planning, and technical consultation.
NetBrain
NetBrain is a comprehensive network operations platform that connects LLMs to multi-vendor network equipment (Cisco, Huawei, H3C) using MCP. It features automated topology discovery, real-time command execution via SSH/Telnet, and an interactive web interface with terminal emulation.
Fizzy MCP Server
Fizzy MCP Server provides comprehensive access to Fizzy project management boards, giving AI assistants full API coverage for cards, tasks, comments, and notifications.
Nuno Nation Chat
MCP (Model Context Protocol) Server. Laravel-based chat system that stores messages in SQLite with user identity validation, preventing generic names and encouraging real first names for persistent conversational interfaces