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Vetted Servers(8554)
eino-mcp-agent
by shenghuofei
An intelligent chat agent built on CloudWeGo Eino, designed to integrate with various tools via the Model Context Protocol (MCP), exemplified by a file counting utility.
An intelligent chat agent built on CloudWeGo Eino, designed to integrate with various tools via the Model Context Protocol (MCP), exemplified by a file counting utility.
Setup Requirements
- ⚠️Requires LLM API Key (e.g., OpenAI, Volcengine ARK) which may incur costs.
- ⚠️Requires Go 1.21+ to compile and run the main agent.
- ⚠️Requires Python 3.7+ for the default file counting MCP server (Node.js 16+ is an alternative if using the JavaScript version).
- ⚠️Conversation history is sent in full with each LLM request, potentially leading to high token costs and exceeding token limits in long dialogues, as no history length management is implemented.
Verified SafeView Analysis
rest-api-mcp-server-2
by Jammy2005
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, providing custom AI tools (a calculator in this case) accessible via Server-Sent Events (SSE) without authentication.
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers, providing custom AI tools (a calculator in this case) accessible via Server-Sent Events (SSE) without authentication.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment and execution.
- ⚠️Deployment is specific to the Cloudflare Workers environment.
- ⚠️The server is intentionally 'authless', which means no authentication is required to use the tools.
Verified SafeView Analysis
mcp-router
by SalesforceDiariesBySanket
This server acts as an MCP (Model Context Protocol) Host, bridging Salesforce (Apex/Flow) with remote MCP servers via a REST API, translating requests and managing connections.
This server acts as an MCP (Model Context Protocol) Host, bridging Salesforce (Apex/Flow) with remote MCP servers via a REST API, translating requests and managing connections.
Setup Requirements
- ⚠️Requires `API_KEY` environment variable to be set for production authentication; otherwise, it runs without authentication in 'development mode'.
- ⚠️For MCP servers configured with OAuth 2.1 (Authorization Code flow), the initial connection will require a manual browser-based authorization step by opening a provided `authorizationUrl`.
- ⚠️The `MCP_SERVERS` environment variable must be a valid JSON string, which can be challenging to manage with escaping in some deployment environments.
Verified SafeView Analysis
aws-knowledgebase-mcp-server
by foyst
Provides Retrieval Augmented Generation (RAG) capabilities by integrating an AWS Bedrock Knowledge Base with the Model Context Protocol (MCP) for various AI agent clients.
Provides Retrieval Augmented Generation (RAG) capabilities by integrating an AWS Bedrock Knowledge Base with the Model Context Protocol (MCP) for various AI agent clients.
Setup Requirements
- ⚠️Requires AWS credentials configured for Pulumi/SST deployment.
- ⚠️Requires deployment of AWS resources (Bedrock Knowledge Base, S3 bucket, IAM roles, OpenSearch Serverless) using SST/Pulumi.
- ⚠️The `AWS_BEDROCK_KNOWLEDGE_BASE_ID` is a required environment variable derived from the SST deployment output.
Verified SafeView Analysis
bigquery-mcp-server
by ShubhamChougale01
Provides a secure, authenticated, and rate-limited Model Context Protocol (MCP) server for AI agents and clients to interact with Google BigQuery.
Provides a secure, authenticated, and rate-limited Model Context Protocol (MCP) server for AI agents and clients to interact with Google BigQuery.
Setup Requirements
- ⚠️Requires a Google Cloud Project with BigQuery enabled.
- ⚠️Requires creating a Google Cloud Service Account with 'BigQuery Data Editor' and 'BigQuery Job User' roles.
- ⚠️Requires manual download and placement of the service account JSON key file (`bigquery-credentials.json`) or specifying its path via an environment variable.
- ⚠️Mandatory `PROJECT_ID` environment variable configuration.
Review RequiredView Analysis
Gen-AI-Frameworks
by Sujoy1
An AI-driven multi-agent system for web searching, financial analysis, and stock recommendations, leveraging BrightData for real-time web data.
An AI-driven multi-agent system for web searching, financial analysis, and stock recommendations, leveraging BrightData for real-time web data.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires BrightData API Token (Paid, requires BrightData account)
- ⚠️Requires Node.js and npm (`npx`) for BrightData MCP client
Review RequiredView Analysis
Docs-Navigator
by mso-docs
An AI-powered documentation assistant that provides intelligent Q&A, search, and analysis capabilities across various document types, including text, PDFs, and images via OCR.
An AI-powered documentation assistant that provides intelligent Q&A, search, and analysis capabilities across various document types, including text, PDFs, and images via OCR.
Setup Requirements
- ⚠️Requires an Anthropic API Key (Paid)
- ⚠️External installation of Tesseract OCR engine and Poppler-utils for full image and scanned PDF processing on certain operating systems.
- ⚠️Requires Python 3.10 or higher.
Verified SafeView Analysis
mcp-server-whatsapp
by gufao
Provides a server-side component for integrating with and managing WhatsApp messaging.
Provides a server-side component for integrating with and managing WhatsApp messaging.
Setup Requirements
- ⚠️Requires setup of WhatsApp Business API and associated developer account.
- ⚠️Requires WhatsApp API credentials (e.g., access token, phone ID, app secret).
- ⚠️Requires proper configuration for webhooks to receive real-time message events.
Review RequiredView Analysis
quickchart-mcp
by manelix2000
Generates chart images using QuickChart service, integrated as a tool for Model Context Protocol clients like GitHub Copilot, Cursor, or Claude Desktop.
Generates chart images using QuickChart service, integrated as a tool for Model Context Protocol clients like GitHub Copilot, Cursor, or Claude Desktop.
Setup Requirements
- ⚠️Requires a Model Context Protocol (MCP) client configured (e.g., GitHub Copilot, Claude Desktop, Cursor).
- ⚠️Node.js environment is required to run locally (if not using `npx`).
- ⚠️MCP configuration file (`mcp.json`) needs to be manually edited in VS Code or other clients to add server details.
Verified SafeView Analysis
mcp-math
by riccardotornesello
Provides a comprehensive set of mathematical operations and functions via a Model Context Protocol (MCP) API.
Provides a comprehensive set of mathematical operations and functions via a Model Context Protocol (MCP) API.
Setup Requirements
- ⚠️Requires Docker (for recommended setup)
Verified SafeView Analysis
mcp-server-host
by LinusOlofsson-maker
A simple API and web interface for high school students to view and sign up for extracurricular activities.
A simple API and web interface for high school students to view and sign up for extracurricular activities.
Setup Requirements
- ⚠️Data is not persistent (in-memory only) and will be lost on server restart.
- ⚠️The `src/README.md` suggests `python app.py` to run the application, but this will not start the FastAPI server. The correct command requires `uvicorn`.
Verified SafeView Analysis
MCP-Server
by ivasoom
Facilitate interaction with the Shopify Admin API for product and order management, primarily for AI assistants using Model Context Protocol (MCP) or custom GPT actions.
Facilitate interaction with the Shopify Admin API for product and order management, primarily for AI assistants using Model Context Protocol (MCP) or custom GPT actions.
Setup Requirements
- ⚠️Requires Shopify Admin API access token with `read_products`, `write_products`, and `read_orders` permissions.
- ⚠️Requires Node.js 18+ to run.
- ⚠️The API (when used as `shopify-api-server.js` or `shopify-mcp-server-sse.js` and exposed via HTTP) has no built-in authentication, making it unsafe for public exposure without custom security additions.