Browse 27,610 community-built MCP servers
A tool-based workflow for agents to discover and visualize codebases by converting local or GitHub projects into Mermaid diagrams and rendering them as PNG images via Kroki.
An MCP server that integrates with Google CodeWiki to fetch, search, and cache documentation for GitHub repositories, providing LLMs with structured access to technical guides.
An AI-enhanced knowledge management system based on the Zettelkasten method, providing Claude Desktop with deep context and semantic understanding of a user's personal note network via MCP.
Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, logs, health.
A suite of MCP servers for interacting with WordPress.org Trac issue trackers, enabling AI assistants to search tickets, view changesets, and track project milestones across Core, Plugins, Themes, and Meta repositories.
A persistence-focused MCP server that organizes and stores prompts as local markdown files using a chronological naming convention for easy retrieval across sessions.
A specialized MCP server that bridges AI assistants with cancer pharmacogenomics data, enabling natural language analysis of drug-omics associations using the DROMA platform.
The open-source memory layer for AI agents — MCP server backed by PostgreSQL + pgvector + Apache AGE
MCP (Model Context Protocol) Server. Integrates with Trello API to enable natural language interactions for managing boards, lists, and cards for project tracking and workflow optimization.
A TypeScript-based vector memory service that provides AI assistants with persistent hierarchical storage, semantic search, and bidirectional synchronization with macOS and Google contacts/calendars.
This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client (e.g. Claude for Desktop, fast-agent, Agentic Orchestration Framework), users can leverage these Cortex AI features.
A comprehensive MCP server providing programmatic control over the Transmission torrent client, enabling AI models to manage downloads, monitor session stats, and manipulate torrent metadata.
An MCP server that provides access to blockchain data via the Ankr API, allowing users to query token balances and wallet assets across multiple networks.
A toolset for MetaTrader 5 that bridges market data with data science, providing advanced forecasting, regime detection, and automated trading capabilities through the Model Context Protocol.
A demonstration MCP server illustrating the 'sampling' mechanism, which allows tools to request LLM completions from the host client instead of using external API keys.
A semantic browser runtime for AI agents that replaces raw HTML with structured data and dynamic, page-specific tools. It features built-in site memory and automated bot detection bypass to enable efficient, self-healing web automation.
Integrates with the LumbreTravel API to manage travel programs, activities, passengers, and logistical resources like hotels, vehicles, and leaders for efficient itinerary planning.
A Model Context Protocol server that enables AI assistants to access real-time Brawl Stars game data, including player statistics, club details, brawler information, and live events via the official API.
MCP (Model Context Protocol) Server. Extracts structured cannabis strain data from Leafly.com using regex and extraction techniques to collect 66 data points including cannabinoids, terpenes, effects, and flavors for researchers and industry professionals.
Query German statutes, case law, and preparatory works from gesetze-im-internet.de
An MCP server that utilizes Apple's SHARP model to convert single 2D images into interactive 3D Gaussian Splats with real-time rendering and low latency.
MCP (Model Context Protocol) Server. Provides a bridge between LinkedIn job listings and search capabilities through web scraping, enabling job discovery by title, location, and recency with comprehensive details including company information and URLs.
Enterprise AI governance: audit trails, compliance, human-in-the-loop gates for Claude.
A sophisticated reasoning MCP server that prevents LLM hallucination through 15 pattern-based trap detectors, automatic self-challenges, and contradiction detection.
An MCP server that enables AI agents to monitor and retrieve cryptocurrency exchange announcements from Bybit with support for filtering by type and locale in markdown format.
A gamified self-reflection framework that allows LLMs to earn virtual cookie rewards through performance evaluation. It features a digital 'cookie jar' system to track achievements and encourage high-quality responses.
A tool-based MCP server that enables secure remote Linux administration via SSH, featuring built-in safety checks for over 40 destructive command patterns.
MCP server for Huly — manage issues, projects, members and more via Claude.
A Python-based MCP server that integrates with Jenkins CI/CD systems, enabling AI assistants to manage jobs, monitor builds, analyze console logs, and troubleshoot infrastructure through natural language.