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Memory Bank

Manages remote memory banks for AI assistants and development workflows, powered by MongoDB.

Test

Verifies client connectivity for MCP integrations, offering pre-defined tools, resources, and prompts.

CalendarAgent

Automates Google Calendar tasks, including scheduling meetings via prompts and inspecting metadata, to build extensible agent-based workflows.

Basic Server Example

Demonstrates core functionality of a Model Context Protocol server, showcasing extensible tools and dynamic resource handling.

Model Context Protocol

Enables building and running Model Context Protocol (MCP) servers to expose tools and functions over streamable HTTP for AI assistants.

AWS Terraform

Simplifies Terraform on AWS development by providing a Dockerized Model Context Protocol (MCP) server with integrated best practices, infrastructure as code patterns, and security compliance.

Graphiti

Provides a standalone Model Context Protocol (MCP) server for Graphiti, enabling enhanced knowledge graph management and querying.

Calculator

Provides fundamental arithmetic operations via a Model Context Protocol server.

Tabcorp

Provides a production-ready Model Context Protocol (MCP) server for comprehensive access to Tabcorp's betting API, offering 28 specialized tools for racing, sports, and account management.

N8n Automations

Automates LinkedIn job scraping, decision-maker identification, and profile creation using n8n for effective outreach and data management.

Restream

Enables natural language interaction with the Restream API to manage streaming channels, control live streams, and access performance analytics.

FastMCP Quickstart

Provides a simple example for building an MCP server using FastMCP and Python, designed for use with Smithery.

NextChat

Integrates ChatGPT functionality within a Next.js application environment.

Remembrances

Provides long-term memory capabilities to AI agents through a multi-layered MCP server.

Leeno

Manages metric computation and construction estimating documents through LibreOffice, providing an API for AI agent interaction.

YouTube Captions

Fetches YouTube transcripts and subtitles using yt-dlp, providing paginated responses for integration with MCP hosts.

SBOMApp

Empower developers with an in-editor assistant to instantly generate SBOMs, scan for vulnerabilities, verify license compliance, and receive actionable remediation guidance.

Trie

Establishes a cryptographic governance ledger to align human and AI agents in collaborative software development.

Guardian Engine

Verifies AI-generated recipes against master recipes, catching errors like incorrect ingredients, impossible steps, and hallucinated temperatures.

Guidance Lark Grammar Tools

Validates and tests Lark grammars compatible with llguidance, providing tools for iterative development with AI coding assistants.

HamQTH

Integrate HamQTH.com's amateur radio data, including callsign lookup, DX cluster spots, and RBN decodes, directly into MCP-compatible AI assistants.

ESG Servers

Provides 31 open-source tools for comprehensive ESG data management, offering metric extraction, PDF processing, vector search, EU regulation analysis, and web scraping capabilities.

AICre8

Connects AI agents to a platform for creating, editing, and deploying web projects.

OAID

Provides a secure Model Context Protocol server for AI agents to manage credentials and interact with the Open Agent ID network.

Hunter

Facilitates querying the Qianxin Hunter cyberspace mapping platform as an MCP server.

RacterMX

Manages RacterMX email forwarding capabilities through AI assistants.

Simple Voicevox

Integrates the VOICEVOX speech synthesis engine as a server to provide text-to-speech functionality via the Model Context Protocol (MCP).

Datadog

Exposes Datadog monitors, metrics, and APM traces as callable tools for AI assistants.

Discord

Enables AI agents to fully control Discord accounts by bridging a Model Context Protocol server with a Vencord plugin.