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Vetted Servers(9120)
TravelMemories.McpServer
by HarshJainCodes
This is a backend API server designed for a 'Travel Memories' application, likely handling data storage, authentication, and integrating with AI services for processing or generating content related to travel experiences.
This is a backend API server designed for a 'Travel Memories' application, likely handling data storage, authentication, and integrating with AI services for processing or generating content related to travel experiences.
Setup Requirements
- ⚠️Requires replacing placeholder secrets in `appsettings.json` (e.g., `IssuerSigningKeySecretText`, `AzureOpenAIKey`).
- ⚠️Requires .NET runtime (likely .NET 6+ or 7+).
- ⚠️Requires configuration of external services: Azure OpenAI, Application Insights, a MCP Server URL, and a Backend URL.
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mcp_servers_clients
by RITVIKKAMASETTY
A React frontend interacts with a FastAPI backend, which acts as an AI agent (powered by Groq) to route mathematical queries to a local FastMCP microservice.
A React frontend interacts with a FastAPI backend, which acts as an AI agent (powered by Groq) to route mathematical queries to a local FastMCP microservice.
Setup Requirements
- ⚠️Requires Groq API Key (paid service)
- ⚠️Requires Python dependencies (FastAPI, uvicorn, groq, fastmcp)
- ⚠️Requires Node.js/npm for the React frontend development server
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n8n-mcp-server-trigger
by seoninja13
This project likely functions as an external server endpoint that, upon receiving an event or data, processes it and then pushes it as a trigger into an n8n workflow, potentially within a specific 'MCP' (Multi-Cloud Platform) environment.
This project likely functions as an external server endpoint that, upon receiving an event or data, processes it and then pushes it as a trigger into an n8n workflow, potentially within a specific 'MCP' (Multi-Cloud Platform) environment.
Setup Requirements
- ⚠️Requires a running n8n instance to connect to and trigger workflows.
- ⚠️Likely requires Node.js runtime environment to execute.
- ⚠️Configuration needed to specify the n8n instance URL and potentially authentication credentials.
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gilhari_manytomany_example
by SoftwareTree
Demonstrates many-to-many relationships between JSON objects using the Gilhari ORM microservice framework.
Demonstrates many-to-many relationships between JSON objects using the Gilhari ORM microservice framework.
Setup Requirements
- ⚠️Requires Docker to build and run the microservice.
- ⚠️Requires Java Development Kit (JDK 1.8+) if source code modifications or recompilation is needed.
- ⚠️Requires Gilhari SDK if modifying the object model or creating new services, with JX_HOME environment variable set.
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matrixbookingmcp
by chrisns
Enables AI assistants to automatically check room availability and create bookings through natural language interactions with the Matrix Booking API.
Enables AI assistants to automatically check room availability and create bookings through natural language interactions with the Matrix Booking API.
Setup Requirements
- ⚠️Requires a valid Matrix Booking account with credentials.
- ⚠️Requires Node.js version 22.0.0 or higher.
- ⚠️Requires specific environment variables (`MATRIX_USERNAME`, `MATRIX_PASSWORD`, `MATRIX_PREFERED_LOCATION`) to be configured.
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dharma_mcp_service
by samcorl
The Dharma MCP Service provides Model Context Protocol (MCP) tools for fiber arts agents to help customers with product recommendations, compatibility checking, and project guidance.
The Dharma MCP Service provides Model Context Protocol (MCP) tools for fiber arts agents to help customers with product recommendations, compatibility checking, and project guidance.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for recommended deployment and development.
- ⚠️Requires Ruby 3.2.2 for native local development.
- ⚠️Requires MySQL 8.0 database.
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octo-goggles
by Monipoo0904
Exposing ChatGPT functionalities (chat, text analysis) via an HTTP API and an MCP (Model Context Protocol) interface.
Exposing ChatGPT functionalities (chat, text analysis) via an HTTP API and an MCP (Model Context Protocol) interface.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires `openai` Python package
- ⚠️Requires `mcp` Python package
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mcp-server
by JSalas-RPA
Automates the end-to-end processing of incoming invoices from document extraction using OCR and LLMs to validation and posting in SAP S/4HANA.
Automates the end-to-end processing of incoming invoices from document extraction using OCR and LLMs to validation and posting in SAP S/4HANA.
Setup Requirements
- ⚠️Incomplete `pyproject.toml` dependencies: Key libraries like `requests`, `openai`, `google-cloud-vision`, `pdf2image`, and `llama_parse` are essential but missing from `pyproject.toml`.
- ⚠️Python 3.13+ Requirement: The `pyproject.toml` specifies `requires-python = ">=3.13"`.
- ⚠️SAP S/4HANA Account and Permissions: Requires a configured SAP S/4HANA user with necessary permissions for supplier, purchase order, material document, and invoice APIs.
- ⚠️Google Cloud Platform Setup: Requires a GCP project with the Cloud Vision API enabled, and a Service Account key (`datecKeyCredentials`) with permissions for GCS and Cloud Vision.
- ⚠️OpenAI API Key (Paid): Requires an OpenAI API key (`API_OPENAI_KEY`).
- ⚠️LLaMA Parse API Key (Potentially Optional): `LLAMAPARSE_API_KEY` is referenced, though `google.cloud.vision_v1` is primarily used for OCR in the current flow.
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mcp-server-ch5
by jxcks48
This server demonstrates a basic Model Context Protocol (MCP) server exposing simple utility tools (greeting, arithmetic, server info) over standard I/O (stdio).
This server demonstrates a basic Model Context Protocol (MCP) server exposing simple utility tools (greeting, arithmetic, server info) over standard I/O (stdio).
Setup Requirements
- ⚠️Requires the 'mcp' Python library to be installed (e.g., via pip).
- ⚠️Requires Node.js and npm to install the MCP Inspector (`npm install -g @modelcontextprotocol/inspector`) to view in the inspector.
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mcp-server-FastMCP-FastAPI-MCP
by Vishal150494
The server demonstrates Model Context Protocol (MCP) implementations, providing tools for arithmetic calculations and searching FreeCodeCamp news and YouTube feeds via STDIO and HTTP transports.
The server demonstrates Model Context Protocol (MCP) implementations, providing tools for arithmetic calculations and searching FreeCodeCamp news and YouTube feeds via STDIO and HTTP transports.
Setup Requirements
- ⚠️Requires Python 3.13 or higher.
- ⚠️Poetry is recommended for dependency management, or manual pip installation.
- ⚠️Requires specific environment variables (.env file) for RSS and YouTube feed URLs.
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remote-mcp-server-authless
by myselfgus
Provides an unauthenticated remote server endpoint, likely for specific protocol handling or internal API services, deployed on Cloudflare Workers.
Provides an unauthenticated remote server endpoint, likely for specific protocol handling or internal API services, deployed on Cloudflare Workers.
Setup Requirements
- ⚠️Requires Cloudflare account and `wrangler` CLI for deployment.
- ⚠️Requires Node.js for dependency management and build.
- ⚠️Requires a compatible database (e.g., Cloudflare D1, SQLite, or another serverless DB with a Worker adapter).
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simple-ai-coding-agent-mcp-server
by kira-id
A Model Context Protocol (MCP) server designed to assist AI coding agents in managing Next.js projects by providing curated dependency categories, convention sets, and tools to interact with `package.json` files and run lint checks.
A Model Context Protocol (MCP) server designed to assist AI coding agents in managing Next.js projects by providing curated dependency categories, convention sets, and tools to interact with `package.json` files and run lint checks.
Setup Requirements
- ⚠️Requires pnpm for package management.
- ⚠️Requires git for lint checks on changed/untracked files.
- ⚠️Requires Node.js >= 18.