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MCP Toolbox for Databases
Provides a secure, configurable interface for executing pre-defined queries against multiple database systems including PostgreSQL, MySQL, SQL Server, Neo4j…
Gmail
Integrates with Gmail API to enable email operations like sending, managing labels, and searching messages.
Second Opinion (Code Assistant)
Synthesizes insights from multiple AI sources to provide enhanced coding assistance with automatic language detection and git-aware context gathering.
AI Agent Marketplace Index
Provides a searchable marketplace index of AI agents with detailed information including descriptions, websites, and performance metrics to help users discover…
Memory-Plus
a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working…
Arize Phoenix
Provides a unified interface to Arize Phoenix's capabilities for managing prompts, exploring datasets, and running experiments across different LLM providers
Image Toolkit
Provides image manipulation capabilities through Gemini models and third-party APIs for generating images from text, modifying existing images, and removing…
Gmail
Integrates with Gmail to enable natural language-based email management, including searching, reading, deleting, and sending emails with attachment support and…
Multi-LLM Cross-Check
Provides a unified interface for querying multiple LLM providers simultaneously, enabling side-by-side response comparison for fact-checking, gathering diverse…
TaskQueue
Structured task management system that breaks down complex projects into manageable tasks with progress tracking, user approval checkpoints, and support for…
Canvas LMS
Integrates with Canvas LMS to retrieve course information, modules, and learning materials based on natural language queries or image analysis, enabling…
Higress AI Search
Enhances AI model responses with real-time search results from various engines through Higress ai-search, supporting internet, academic, and internal knowledge…
Docs RAG
Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript, LlamaIndex, and Gemini embeddings.
Gmail
Integrates with Gmail's API to enable email operations including sending, receiving, and managing emails for automation and workflow integration
Clay
Provides a bridge to Clay's personal CRM platform for searching, retrieving, and managing contact information, interactions, and professional relationships…
Gmail
Integrates with Gmail's API to enable email management tasks like sending, reading, drafting, and organizing messages.
Agentsim
Real SIM-backed mobile numbers for AI agents. Provision phone numbers, receive SMS, and capture OTP codes - bypasses VoIP blocks that reject Twilio/Vonage. 5…
Openops
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
Move Agent Kit
<div align="center"> # Move Agent Kit An open-source toolkit for connecting AI agents to Move/Aptos protocols. ![Move Agent Kit](./move-agent-kit.jpeg "Move…
Wojtyniak MCP
# MCP-MCP: Meta-MCP Server [
OpenAI Integration with MCP
# OpenAI Integration with MCP This section demonstrates how to integrate the Model Context Protocol (MCP) with OpenAI's API to create a system where OpenAI can…
MCP Mediator – Automatic MCP Server Generation
Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates various…
ollama-MCP-server
# ollama-MCP-server Ollamaと通信するModel Context Protocol (MCP) サーバー ## 概要 このMCPサーバーは、ローカルのOllama LLMインスタンスとMCP互換アプリケーションの間でシームレスな統合を可能にし、高度なタスク分解、評価、ワークフロー管理を提供します…