Browse 28,166 community-built MCP servers
A comprehensive multi-tool MCP server for local language models featuring web search, internal document management, academic research via arXiv and Crossref, and mathematical calculations.
- Oracle Database integration in NodeJS with configurable access controls, query explain, stats and schema inspection
Provides AI agents with architectural knowledge and scaffolding tools for LaunchFrame projects, covering patterns for authentication, queues, webhooks, and module structures. It enables agents to retrieve project-specific implementation details and generate code snippets on demand to maintain consistency.
A LangGraph4j-powered MCP server that converts diagram images into valid PlantUML code using vision models and iterative error correction.
Real-time web intelligence for AI agents. 11 tools, no API keys. GitHub, HN, Reddit, arXiv & more.
MCP (Model Context Protocol) Server. Provides AI with real-time Mac system information through a lightweight local server that safely executes verified commands for hardware specs, configuration, and resource usage data.
A mock compliance verification tool built with Hono and Zod that demonstrates how to implement authentication and custom headers in an MCP server.
Browser-grade web access for AI agents. Fetches any webpage, returns clean markdown.
A comprehensive recipe management and recommendation server that enables AI to search for dishes, filter by category, plan weekly meals based on dietary restrictions, and provide random meal suggestions.
Condition watcher for AI assistants — wait for ports, files, URLs, processes, and more
MCP (Model Context Protocol) Server. Integrates with multiple IT Service Management systems (ServiceNow, Jira, Zendesk, Ivanti Neurons, and Cherwell) to enable ticket creation, retrieval, updates, assignment, and knowledge base searches through a unified interface.
A specialized MCP server for processing and analyzing semiconductor test data in the STDF-V4 format, offering tools for metadata extraction, record filtering, and yield analysis.
Enables AI assistants to verify, scan, and check on-chain security certifications for AI agent skills to ensure they are safe from malicious patterns. It provides native tools for interacting with the Skvil network's community-powered reputation system and immutable blockchain-based trust records.
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and memories.
MCP (Model Context Protocol) Server. Provides Google web and image search capabilities through the Custom Search API, enabling access to current internet information with pagination and filtering options.
Provides a semantic search interface that enables discovery and routing across over 1,000 local MCP tools using natural language queries. It leverages hybrid search and embeddings to accurately match user intent with tool names and descriptions.
A read-only PostgreSQL MCP server deployed as a Cloudflare Worker, providing secure database access with connection pooling and automatic transaction rollback for safe data exploration.
An MCP server that allows AI assistants to read, modify, and validate SSRS (SQL Server Reporting Services) RDL files using structured JSON commands instead of raw XML manipulation.
A robust MCP server designed to interface with the Dust platform, providing tools for assistant management, data source exploration, and complex agent-led conversations.
A robust multi-lingual pipeline for extracting structured, type-safe key-value pairs from unstructured or noisy text using LLMs and spaCy NER. It supports automatic key discovery and multiple output formats including JSON, YAML, and TOML with specific support for Japanese, English, and Chinese.
Android-MCP enables AI agents to control Android devices through ADB, supporting UI state inspection, interaction gestures, and automated test recording/exporting.
Draw on your website, let your AI agent see it. Visual context for code generation via MCP.
A comprehensive MCP server providing tools for AI-driven image analysis, technical metadata extraction, and sophisticated image generation/editing using OpenAI Vision and DALL-E models.
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 specialized MCP server for Chinese calendar information, providing tools for statutory holidays, lunar calendar conversions, solar terms, and Bazi (Four Pillars of Destiny) calculations.
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.
MCP (Model Context Protocol) Server. Integrates with Airbyte API to monitor data pipeline health, check connection statuses, and manage streams for real-time ETL process oversight.
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.
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.