Browse 26,632 community-built MCP servers
Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details.
MCP (Model Context Protocol) Server. Provides security professionals with comprehensive vulnerability intelligence tools for CVE lookup, CVSS calculation, exploit checking, and timeline tracking using data from the National Vulnerability Database.
MCP (Model Context Protocol) Server. Provides access to Rust crate documentation from docs.rs by fetching and parsing rustdoc JSON data with caching support for exploring modules, structs, enums, traits, and functions.
A local-first persistent memory server that uses Voronoi partitioning and temporal intelligence to provide LLMs with long-term context across different sessions and clients. It features automatic drift detection to prevent hallucinations by identifying and penalizing outdated information as project requirements evolve.
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable by AI via MCP.
A containerized Kali Linux environment that enables secure command execution for penetration testing, featuring automated background job management and out-of-band interaction detection.
A TestRail MCP server that enables AI tools to interact with projects, test cases, runs, and results within the TestRail test management platform.
A specialized MCP server that provides an interface for Large Language Models to manage libvirt-based virtualization, allowing for the creation, destruction, and monitoring of virtual machines.
MCP (Model Context Protocol) Server. Provides a multi-domain context management system with specialized knowledge graph tools for tracking and analyzing work and learning activities across software development, academic, and professional contexts.
A collaborative text generation server that uses a tree-based approach to explore and refine model outputs through short, high-quality continuations. It allows users to branch, prune, and navigate multiple generation paths to avoid long-form drift in base models.
A specialized MCP server that connects Bear Notes to AI assistants using semantic vector search and RAG for local, privacy-focused knowledge retrieval.
MCP (Model Context Protocol) Server. Provides a robust code management and execution interface for reading, writing, versioning, and running code across multiple projects and languages.
An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.
A Model Context Protocol server that enables AI assistants to directly create and save notes to Flomo using natural language commands, facilitating seamless thought capture.
A specialized MCP server for agent-first note-taking that uses local Markdown storage and smart note types to facilitate AI-driven knowledge management and cross-vault organization.
An MCP server that enables control of Google Chrome on macOS, allowing AI models to list open tabs and close specific ones via AppleScript.
Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, Gmail, Calendar.
A comprehensive MCP server providing tools for file operations, UI component management, system automation (AutoGUI), and multi-agent orchestration.
The Groww MCP server provides a comprehensive interface for the Groww trading platform, allowing users to manage portfolios, track live market data, and execute or modify stock orders through natural language.
🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with full data sovereignty. No API keys, no external calls, 100% local.
A local-first execution context server that enables persistent agent memory and shared task tracking through repository-based YAML files. It provides structured mechanisms for vision, milestones, tasks, and presence management to maintain continuity across multi-agent or multi-session workflows.
AI-powered predictive maintenance and fault diagnosis. Features vibration analysis, bearing diagnostics, ISO 20816-3. compliance, and ML anomaly detection for industrial machinery.
MCP (Model Context Protocol) Server. Bridges with Detect It Easy (DIE) executable analysis tool to provide file analysis, metadata extraction, and threat detection capabilities for security researchers and malware analysts.
A robust MCP server for Sidekiq that enables AI models to monitor background job health, manage failed tasks, and perform queue operations through a standardized interface.
A comprehensive read-only integration for Up Banking Australia, enabling account management, transaction history querying with flexible filtering, and spending category analysis.
MCP (Model Context Protocol) Server. Provides a bridge to multiple cryptocurrency exchanges (Upbit, Gate.io, and Binance) for spot trading operations, market data retrieval, and portfolio management across different platforms.
Bridges AI assistants with native macOS apps and automation, enabling local control over Calendar, Mail, Messages, and system UI functions via MCP.
🚀 Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
A specialized tool for graduate-level academic research that automates multi-source paper searching, batch analysis with smart token compression, and the generation of comprehensive 4000+ word cross-literature reviews.
MCP (Model Context Protocol) Server. Integrates with Penrose's domain-specific languages to generate mathematical diagrams from natural language inputs.