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Vetted Servers(9120)
custom-mcp-server-starter
by zq940222
Spring Boot Starter for building custom MCP (Micro-Agent Protocol) servers with dynamic, runtime toolset discovery and registration based on request parameters.
Spring Boot Starter for building custom MCP (Micro-Agent Protocol) servers with dynamic, runtime toolset discovery and registration based on request parameters.
Setup Requirements
- ⚠️Requires Java 21+
- ⚠️Requires Spring Boot 4.0+ (this version might be a typo, as Spring Boot 3.x is current; compatibility with 3.x is more likely and implied by dependencies)
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mcp-server
by sabatajoxicraft
This repository appears to be a project backup for a server application, but no specific functionality can be determined from the provided source code.
This repository appears to be a project backup for a server application, but no specific functionality can be determined from the provided source code.
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coolify-mcp-server
by renoblabs
Enables AI clients (e.g., Claude Desktop, Antigravity) to manage and automate Coolify deployments and infrastructure through natural language commands.
Enables AI clients (e.g., Claude Desktop, Antigravity) to manage and automate Coolify deployments and infrastructure through natural language commands.
Setup Requirements
- ⚠️Requires Coolify API Token (from your Coolify instance)
- ⚠️Requires Python 3.8+ and FastMCP library dependencies
- ⚠️Remote access (SSE mode) requires network accessibility to the server and potentially Cloudflare Tunnel setup
- ⚠️Hardcoded API tokens in many helper/test scripts pose a significant security risk if run without modification.
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kortex
by jermeyyy
An MCP server that provides AI coding assistants with advanced capabilities for working with Kotlin Multiplatform (KMP) and Compose Multiplatform (CMP) projects, including LSP-based code analysis, navigation, editing, and planning.
An MCP server that provides AI coding assistants with advanced capabilities for working with Kotlin Multiplatform (KMP) and Compose Multiplatform (CMP) projects, including LSP-based code analysis, navigation, editing, and planning.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires Kotlin Language Server to be installed and in PATH
- ⚠️Optionally requires SourceKit-LSP for Swift/iOS support
- ⚠️Optionally requires clangd for Objective-C/iOS support
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openapi-to-mcp
by agentoauth
Provides a Model Context Protocol (MCP) interface to the National Weather Service (NWS) API, enabling AI assistants to access weather-related data and forecasts.
Provides a Model Context Protocol (MCP) interface to the National Weather Service (NWS) API, enabling AI assistants to access weather-related data and forecasts.
Setup Requirements
- ⚠️Requires API_BASE_URL environment variable (configured in wrangler.toml for Cloudflare Workers, but essential for any deployment).
- ⚠️Requires Node.js 18+ and `npm` for building and deployment.
- ⚠️Requires outbound network access to the configured `API_BASE_URL` (https://api.weather.gov).
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gmail-mcp
by cutsome
An MCP server that integrates with the Gmail API to provide programmatic email search, retrieval of messages (individually and in batches), and attachment management.
An MCP server that integrates with the Gmail API to provide programmatic email search, retrieval of messages (individually and in batches), and attachment management.
Setup Requirements
- ⚠️Requires Google Cloud Console setup to enable Gmail API and create OAuth 2.0 credentials (Desktop app type).
- ⚠️Requires `client_secret.json` file to be downloaded and placed in the project directory or specified via an environment variable.
- ⚠️Requires Python 3.13 or newer.
Verified SafeView Analysis
mcp-browser-youtube-transcript
by jerroldneal
Fetches YouTube video transcripts and metadata using browser automation to bypass API rate limits.
Fetches YouTube video transcripts and metadata using browser automation to bypass API rate limits.
Setup Requirements
- ⚠️Requires Docker for recommended deployment, as Puppeteer dependencies (Chromium) are complex.
- ⚠️Resource-intensive: Puppeteer (Headless Chrome) can consume significant CPU and RAM per request, especially for long videos or concurrent calls.
- ⚠️Requires outbound network access to YouTube.
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mdx-mcp-server
by LLMTooling
Enables LLMs to process and analyze MDX files within a defined workspace, offering tools for reading, searching, converting, and extracting metadata.
Enables LLMs to process and analyze MDX files within a defined workspace, offering tools for reading, searching, converting, and extracting metadata.
Setup Requirements
- ⚠️Requires Node.js version 20.19.0 or higher.
- ⚠️Requires the `WORKSPACE_ROOT` environment variable or CLI argument to be explicitly set, as all file operations are strictly confined to this directory.
- ⚠️The `convert_mdx_to_md` tool will not overwrite existing files, returning an error if the `outputPath` already exists.
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Microsoft365-mcp-server
by doto-psh
An MCP server enabling seamless, secure integration with Microsoft 365 services (Teams, Outlook, OneDrive, SharePoint) for conversational AI agents.
An MCP server enabling seamless, secure integration with Microsoft 365 services (Teams, Outlook, OneDrive, SharePoint) for conversational AI agents.
Setup Requirements
- ⚠️Requires Microsoft Azure App Registration: Manual setup in Azure Portal, including specific redirect URI (`http://localhost:8003/callback`) and API permissions (e.g., User.Read, Team.ReadBasic.All, Mail.Read).
- ⚠️Requires critical environment variables: MICROSOFT_OAUTH_CLIENT_ID and MICROSOFT_OAUTH_CLIENT_SECRET must be correctly set from Azure App Registration.
- ⚠️Requires Python 3.10+ and 'uv' package manager for local development.
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fd-mcp-server
by firstdollar
Exposes First Dollar Partner APIs to AI agents via the Model Context Protocol (MCP) and provides a web UI dashboard with a chat interface for human interaction.
Exposes First Dollar Partner APIs to AI agents via the Model Context Protocol (MCP) and provides a web UI dashboard with a chat interface for human interaction.
Setup Requirements
- ⚠️Requires an Anthropic API Key for the web UI chat functionality (paid service).
- ⚠️Requires First Dollar Partner API credentials (clientId:clientSecret) for API key authentication, implying a partnership or access agreement.
- ⚠️The MCP server and token exchange endpoints are explicitly noted as not yet available in production environments, limiting live deployment for AI agents.
Verified SafeView Analysis
mcp-switchboard
by aslanpour
Intelligent orchestrator for managing and configuring multiple MCP servers for AI agents, automating setup, credential management, and lifecycle.
Intelligent orchestrator for managing and configuring multiple MCP servers for AI agents, automating setup, credential management, and lifecycle.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Requires AWS CLI for AWS SSO authentication.
- ⚠️Requires Node.js/npm for running `npx`-based MCP servers defined in the registry.
- ⚠️The `manage_servers` tool allows running arbitrary commands, which is a significant security risk if used with untrusted input.
- ⚠️The HTTP transport (`/mcp` endpoint) does not include built-in authentication and must be secured externally if exposed.
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Universal-Decision-Agent-For-Customer-Support
by shilpamadini
A multi-agent customer support orchestration system that processes tickets end-to-end, integrating knowledge base, account data, and long-term memory.
A multi-agent customer support orchestration system that processes tickets end-to-end, integrating knowledge base, account data, and long-term memory.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid)
- ⚠️Requires Python 3.11
- ⚠️Requires local SQLite databases to be built via provided Jupyter notebooks (`01_external_db_setup.ipynb`, `02_core_db_setup.ipynb`)