Browse 26,056 community-built MCP servers
A tool that enables semantic search and content retrieval from indexed websites using vector embeddings, allowing AI agents to access documentation and site content.
A comprehensive MCP server that enables LLMs to browse Reddit content, including subreddit information, post data, and comment threads via the public API.
A comprehensive documentation server that crawls, indexes, and serves Apple Developer documentation, Swift Evolution proposals, and sample code to AI agents via MCP.
RushDB MCP Server - Model Context Protocol server for RushDB
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.
A professional PostgreSQL operations and monitoring server providing over 30 tools for performance analysis, bloat detection, and schema discovery. It supports PostgreSQL 12-17 and offers intelligent maintenance recommendations through natural language interaction.
A comprehensive MCP server for managing Kubernetes clusters and Helm releases, enabling AI assistants to inspect resources, check logs, view metrics, and perform CRUD operations via a standardized interface.
A TypeScript framework for building MCP servers using decorators, dependency injection, and Zod schema validation. It simplifies development by handling protocol transport, session management, and authentication.
Provides access to OpenTelemetry traces and metrics through Logfire.
The first open, AI-native Indonesian legal platform. MCP server + web app giving Claude grounded access Indonesian laws.
A platform that converts N8N workflows into MCP servers, allowing AI assistants like Claude and Cursor to execute complex visual automations as callable functions.
A comprehensive, multi-functional MCP server that acts as an operating system for AI agents, providing unified access to major LLM providers alongside local utilities for browser automation, Excel manipulation, cognitive memory, and document processing.
A comprehensive MCP server that enables AI models to search, analyze, and trade on Polymarket prediction markets with real-time monitoring and safety controls.
A Model Context Protocol server that enables AI assistants to manage emails via IMAP and SMTP, supporting features like reading, replying with proper threading, and handling attachments.
The implementation of Model Context Protocol (MCP) server for VictoriaMetrics
An MCP server that integrates Zotero with AI assistants, allowing users to search library items, retrieve detailed metadata, and extract full-text PDF content through either local or web APIs.
The Figma MCP server enables AI agents to interact directly with Figma design files, extracting variables, component mappings, and visual context to automate design-to-code workflows.
Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models (demo video).
A comprehensive MCP server for managing Confluent Cloud infrastructure through natural language, covering Kafka topics, Flink SQL statements, connectors, and Schema Registry data tags.
A bridge between LLMs and Readwise, enabling users to search and retrieve their saved highlights and notes directly within chat interfaces.
A curated collection of Model Context Protocol (MCP) servers focused on cryptocurrency and blockchain integration, enabling LLMs to interact with on-chain data, DeFi protocols, and market analytics.
MCP (Model Context Protocol) Server. Enables text-to-image generation using Replicate's flux-schnell model, offering configurable parameters for on-demand image creation in various applications.
Chat application with multi-agents system supports multi-models and MCP
MCP (Model Context Protocol) Server. Implements Anthropic's 'think' tool as a dedicated space for Claude to perform structured reasoning during complex problem-solving tasks, improving performance by up to 54% on challenges requiring detailed policies or sequential decision-making.
Integrates Google Gemini's 1M+ token context window into the Claude Code environment for advanced security auditing, performance analysis, and automated codebase reviews.
Hands-on crash course for the Model Context Protocol (MCP) with project-based branches on Streamable-HTTP, LangChain adapters, and Docker.
MCP (Model Context Protocol) Server. Manage AWS S3 and DynamoDB resources.
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude.
Connect RStudio to AI assistants for interactive R coding and data analysis.
Strudel MCP Server enables AI-powered music generation by controlling the Strudel.cc live coding environment via browser automation. It provides a comprehensive suite of 52 tools for pattern generation, music theory applications, real-time audio analysis, and session management.