Browse 27,750 community-built MCP servers
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
MCP (Model Context Protocol) Server. Simplifies MCP server installation through natural language commands, handling package management, environment configuration, and automatic Claude Desktop setup without manual editing.
Deterministic pre-execution safety certification for autonomous AI agents.
MCP (Model Context Protocol) Server. Integrates with GitLab repositories to enable automated security assessments, code reviews, and DevOps workflows through repository analysis and file retrieval capabilities.
FastAPI-MCP is a zero-configuration tool that automatically converts FastAPI application endpoints into Model Context Protocol (MCP) tools, preserving documentation and schemas.
MCP (Model Context Protocol) Server. Integrates with SearXNG instances to provide unified search capabilities across multiple engines for tasks like information gathering and fact-checking.
A specialized MCP server that integrates with Booli's GraphQL API to search and analyze Swedish real estate listings and geographical locations using natural language.
A comprehensive Yahoo Finance MCP server providing real-time quotes, historical price data, financial statements, and company research tools for financial analysis.
A code analysis and semantic search server that uses AST extraction and vector embeddings to provide deep insights into Python and TypeScript projects, including call graphs and detailed function metadata.
A Google Gemini MCP server that enables multi-turn AI conversations, file and image analysis, and Google Search integration through the AIStudioProxyAPI backend.
A specialized MCP server that automates Dynamic Application Security Testing (DAST) by integrating OWASP ZAP scanning with Google Gemini AI for cognitive vulnerability analysis and risk scoring.
A secure MCP server that executes Python and bash code within isolated Docker containers, providing a sandboxed environment for code execution with configurable timeouts.
Institutional memory for AI coding agents. Memory that compounds.
Bluetooth Low Energy (BLE) MCP server that allows AI agents to scan, connect to and communicated with BLE devices, as well as simulate BLE perhipherals.
A web scraping and search server that uses the Firecrawl API to convert website content into clean markdown for LLM consumption, supporting concurrent fetches and search capabilities.
A read-only MCP server that enables LLMs to query Jira Service Management data using SQL via the CData JDBC driver, exposing service desk information as relational models.
A HexagonML ModelManager MCP server that provides a Model Context Protocol interface for managing AI models and tools within the HexagonML ecosystem.
A LangGraph4j-powered MCP server that converts diagram images into valid PlantUML code using vision models and iterative error correction.
A tool that exposes FastAPI CRUD endpoints as MCP tools, providing a bridge between standard web APIs and LLM agents with a built-in SQLite backend.
Draw on your website, let your AI agent see it. Visual context for code generation via MCP.
A comprehensive MCP server for YNAB (You Need A Budget) that enables AI assistants to manage accounts, track transactions, handle split transactions, and generate spending analytics.
A multi-model AI bridge that gives Claude access to Gemini, OpenAI, and OpenRouter for extended reasoning, code review, and high-context debugging.
Unified MCP safety server that detects prompt injection (75 patterns), scans LLM outputs for leaked secrets/PII, enforces API cost budgets, and creates signed audit trails. Zero ML dependencies, pure Python.
A documentation indexing server that provides searchable access to Voiceflow and Claude Code guides, API references, and code examples via SQLite FTS5.
A Python-based MCP server for Todoist that enables comprehensive task management, including reading, creating, and updating tasks, projects, and comments. It features a specialized rescheduling tool designed to safely preserve reminders and recurring patterns during date changes.
A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.
A universal adapter that transforms command-line tools into MCP-compatible interfaces with kernel-level sandboxing (Landlock/Seatbelt) and asynchronous, multi-threaded execution.
Python SDK for x402mail - send and receive email with USDC micropayments
MCP (Model Context Protocol) Server. Enables direct interaction with WordPress sites for creating, retrieving, and updating posts through the WordPress REST API
A specialized MCP server designed to automate the creation of KakaoTalk emoticons using AI generation, providing workflow tools for planning previews, asset generation, and specification validation.