Browse 28,166 community-built MCP servers
An MCP server that enables LLMs to interact directly with MongoDB databases to perform document queries, schema inspections, and index management through natural language.
Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.
An Amazon Redshift MCP server that allows AI agents to execute SQL queries, explore database schemas, and retrieve sample data using natural language.
An enterprise-grade Model Context Protocol server for high-performance web analysis that discovers subpages, provides AI-based page summaries, and extracts structured content for RAG using FastMCP and FastAPI.
A robust MCP server that provides access to the City By Api Ninjas API, allowing users to retrieve detailed global city data including population and coordinates.
Provides secure, read-only access to Gmail for Claude CLI with label-based filtering for enhanced privacy and control. It enables users to search, list, and summarize email content while ensuring no modification or deletion of messages is possible.
Provides AI assistants with capabilities to generate collision-resistant unique identifiers using UUID v4 and CUID2 algorithms.
A Model Context Protocol server that helps users create, validate, manage, and optimize prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).
A professional bidding and enterprise big data service providing comprehensive access to Chinese company qualifications, honors, administrative licenses, and certificate statistics via natural language queries.
29 AI tools: audio/video transcription, image generation, TTS, OCR, embeddings via deAPI
On-chain security and intelligence for Base chain trading agents.
Unofficial Rivian API MCP
A Model Context Protocol server that bridges Odoo ERP systems with AI agents, enabling them to access and manipulate partner information, accounting data, invoices, and perform financial reconciliation through a standardized interface.
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to fetch, analyze, and troubleshoot application errors directly from their development environment.
Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant documents and context for AI conversations. It allows users to search vector collections using natural language tools directly within VS Code.
A specialized clinical trials exploration agent that combines SQL filtering for trial metadata with semantic vector search for deep protocol analysis via ClinicalTrials.gov data.
Provides structured CPR training resources including lessons, demonstration videos, and reflective questions through an MCP interface. Enables AI assistants to deliver trusted cardiopulmonary resuscitation training content on demand.
Post-transaction outcome verification. LLM-as-judge for agent service quality.
A clinical decision support system that uses RAG to log patient symptoms and retrieve similar cases or medical documentation from a Chroma vector database. It enables healthcare professionals to perform semantic searches across medical texts and manage patient symptom logs via an agentic AI interface.
A demonstration implementation of Model Context Protocol (MCP) using NestJS framework, allowing developers to build MCP-compatible applications with playground testing capabilities.
Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watching, and bathroom breaks, featuring dynamic stress/boss alert level management with creative responses. Includes comprehensive testing suite and command-line parameter support for boss alertness configuration.
A Model Context Protocol server that allows AI assistants to manage Feedbucket website feedback by listing, analyzing, commenting on, and resolving items.
A Model Context Protocol server that integrates with Clockify to fetch user data, list workspace projects, and log time entries via the Clockify API.
A lightweight TypeScript-based MCP server that allows sending SMS messages through Twilio's messaging service, designed as a stable alternative to the official implementation.
Enables random selection tools including lottery drawing from option lists, dice rolling with customizable sides and counts, and coin flipping. Supports both single and multiple draws with duplicate control options.
A minimal Model Context Protocol (MCP) server demonstrating the implementation of tools, resources, and prompts. It serves as a starter template built with the Smithery SDK for developing custom integrations.
This read-only MCP Server allows you to connect to PayPal data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp
A robust email sending MCP server that supports SMTP configurations for major providers, including features for multiple recipients, attachments, CC/BCC, and HTML formatting.