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Vetted Servers(8554)
confluence-mcp
by premkalyan
A multi-tenant API Gateway for Confluence, providing a JSON-RPC 2.0 interface to automate page management, document operations, templates, macros, and Jira integration by fetching credentials dynamically from a project registry.
A multi-tenant API Gateway for Confluence, providing a JSON-RPC 2.0 interface to automate page management, document operations, templates, macros, and Jira integration by fetching credentials dynamically from a project registry.
Setup Requirements
- ⚠️Requires an API Key (Bearer Token) obtained from an external 'VISHKAR Project Registry' (`https://project-registry-henna.vercel.app`).
- ⚠️Confluence credentials (URL, username/email, API token) must be configured in the external Project Registry for your project.
- ⚠️The `canvas` library, listed as a direct dependency, is a native module that may require system-level build tools (e.g., C/C++ compilers, Cairo) for successful installation, which can be a point of friction on some environments.
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mcp-server-google-workspace
by iskifogl
Integrates Google Workspace services (Gmail, Calendar) into a Model Context Protocol (MCP) compatible environment, enabling AI agents to interact with user data.
Integrates Google Workspace services (Gmail, Calendar) into a Model Context Protocol (MCP) compatible environment, enabling AI agents to interact with user data.
Setup Requirements
- ⚠️Requires manual setup of Google OAuth 2.0 credentials (client ID, client secret, refresh token) via Google Cloud Console, including enabling APIs and configuring redirect URIs.
- ⚠️Requires Node.js version 18 or higher.
- ⚠️The 'read_email' tool does not truncate the email body, meaning a single call can return extremely large amounts of text, potentially leading to high LLM token consumption.
Verified SafeView Analysis
tuneit-ai-agent
by mcuellar
Automates the process of tailoring resumes based on job descriptions by leveraging an AI agent and an MCP server.
Automates the process of tailoring resumes based on job descriptions by leveraging an AI agent and an MCP server.
Setup Requirements
- ⚠️Requires an MCP Server running locally (default: http://localhost:8000) that exposes specific tool endpoints: `format_job_description`, `generate_tailored_resume`, `save_tailored_resume`, and `save_job_description`.
- ⚠️Requires Python 3.11 or higher.
- ⚠️The effectiveness and quality of resume tailoring are highly dependent on the underlying LLM models and logic implemented within the external MCP server.
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aduib-mcp-server-template
by chaorenex1
A FastAPI-based MCP (Model Context Protocol) server template designed for hosting AI/ML tools, resources, and prompts, featuring API key authentication, Redis caching, database integration (SQLAlchemy), and optional Nacos service discovery.
A FastAPI-based MCP (Model Context Protocol) server template designed for hosting AI/ML tools, resources, and prompts, featuring API key authentication, Redis caching, database integration (SQLAlchemy), and optional Nacos service discovery.
Setup Requirements
- ⚠️Requires database setup with `alembic` migrations (e.g., for PostgreSQL as `psycopg2-binary` is a dependency).
- ⚠️If `REDIS_ENABLED` is true, requires a running Redis instance (or Sentinel/Cluster setup).
- ⚠️If `DISCOVERY_SERVICE_ENABLED` is true and set to 'nacos', requires a running Nacos server for service discovery.
Verified SafeView Analysis
night
by bioanywhere
This repository provides client libraries for interacting with the World News API, allowing applications to access and process news data from various sources.
This repository provides client libraries for interacting with the World News API, allowing applications to access and process news data from various sources.
Setup Requirements
- ⚠️Requires Python 3.7+ (for Python client), CMake 3.2+ and Qt (for C++ client), or a compatible Java environment (for Java client).
- ⚠️Requires an API key from World News API for service access.
- ⚠️The client libraries are for integrating with an external API; an active internet connection is needed for functionality.
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sena-mcp-server
by Sena1996
An AI intelligence enhancement system for Claude Desktop and Claude Code CLI, providing advanced tools for code analysis, security, performance, knowledge retrieval, and automated formatting with transparent execution.
An AI intelligence enhancement system for Claude Desktop and Claude Code CLI, providing advanced tools for code analysis, security, performance, knowledge retrieval, and automated formatting with transparent execution.
Setup Requirements
- ⚠️`uv` (Python package manager) is required, although the installer attempts to install it automatically.
- ⚠️`Python 3.10+` is needed for the `uv` tool.
- ⚠️Requires Claude Desktop or Claude Code CLI environment for full functionality and integration with its hooks and MCP tools.
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mcp-slack
by TokaMohsen
Enables AI assistants to interact with a Slack workspace by exposing Slack Web API functionalities as tools.
Enables AI assistants to interact with a Slack workspace by exposing Slack Web API functionalities as tools.
Setup Requirements
- ⚠️Requires Node.js 22+
- ⚠️Requires a Slack Bot Token with specific OAuth scopes (e.g., channels:history, chat:write)
- ⚠️Requires a Slack Team ID
- ⚠️Requires creating and configuring a Slack App within your workspace
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ReqnRoll-MCP-Server
by Rotbarsch
Enables AI agents (like GitHub Copilot) to query ReqnRoll binding information and documentation directly to simplify feature file creation and minimize AI hallucinations.
Enables AI agents (like GitHub Copilot) to query ReqnRoll binding information and documentation directly to simplify feature file creation and minimize AI hallucinations.
Setup Requirements
- ⚠️.NET 10 SDK is required.
- ⚠️Manual configuration of 'inputs.json' with correct DLL and XML documentation paths is necessary and critical for functionality.
- ⚠️Ensuring all runtime dependencies of the configured assemblies are discoverable by the server can be complex.
- ⚠️Requires GitHub Copilot extension in Visual Studio Code or Visual Studio to function as intended.
Verified SafeView Analysis
mule-beta-mcp-server
by abhayagarwalonline
Provides status and transaction details for an enterprise integration process, specifically tracking Purchase Order (PO) processing from JDE to SAP via MuleSoft.
Provides status and transaction details for an enterprise integration process, specifically tracking Purchase Order (PO) processing from JDE to SAP via MuleSoft.
Setup Requirements
- ⚠️Requires Mule Runtime 4.9.3+ (specific Mulesoft licensing might apply)
- ⚠️Requires Java 17 SDK
Review RequiredView Analysis
mcp-server-and-prompts
by cgjdparashar
This repository provides MCP prompt definitions for orchestrating Azure DevOps, Playwright testing, and MySQL queries, enabling AI assistants to automate common development workflows.
This repository provides MCP prompt definitions for orchestrating Azure DevOps, Playwright testing, and MySQL queries, enabling AI assistants to automate common development workflows.
Setup Requirements
- ⚠️Requires an MCP-enabled client (e.g., VS Code with GitHub Copilot and MCP extension).
- ⚠️Application code for Playwright and MySQL prompts MUST be located in the `/project/src/` folder.
- ⚠️Requires setting multiple environment variables for Azure DevOps integration (e.g., AZDO_ORG_URL, AZDO_PROJECT, AZDO_TEAM, AZDO_USER_EMAIL).
Verified SafeView Analysis
spotify-mcp-server
by makesh-kumar
Enables AI assistants to control Spotify playback and manage playlists through the Model Context Protocol.
Enables AI assistants to control Spotify playback and manage playlists through the Model Context Protocol.
Setup Requirements
- ⚠️Requires a Spotify Premium account for full playback control features.
- ⚠️Requires creating and configuring a Spotify Developer Application (Client ID, Client Secret, Redirect URI).
- ⚠️Manual creation and initial editing of 'spotify-config.json' is necessary before running the 'npm run auth' script.
Verified SafeView Analysis
farm-os
by ryan-lingle
Provides AI assistant integration for a farm management system, enabling natural language interaction to manage farm assets, logs, locations, and tasks.
Provides AI assistant integration for a farm management system, enabling natural language interaction to manage farm assets, logs, locations, and tasks.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid): Uses OpenAI's `gpt-4o` model by default, necessitating a paid API key via `OPENAI_API_KEY`.
- ⚠️Docker recommended: While possible to run standalone, the provided `docker-compose.yml` orchestrates the entire multi-service application (DB, API, Client, MCP Server) for seamless setup.
- ⚠️High token usage potential: Tool outputs can be up to 10,000 characters and chat history up to 20 messages, leading to substantial token consumption per complex interaction.