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Vetted Servers(8554)
azure-schema-mcp
by richardichogan
Provides AI assistants with schema discovery for Azure Log Analytics tables and Microsoft Graph API endpoints, enabling accurate KQL query and SDK code generation to eliminate guesswork.
Provides AI assistants with schema discovery for Azure Log Analytics tables and Microsoft Graph API endpoints, enabling accurate KQL query and SDK code generation to eliminate guesswork.
Setup Requirements
- ⚠️Azure CLI authenticated: `az login`
- ⚠️Valid `.env` file with AZURE_TENANT_ID and AZURE_WORKSPACE_ID
- ⚠️Built server: `npm run build`
Verified SafeView Analysis
dev-mirror
by consigcody94
Track developer productivity metrics for AI-assisted versus manual coding sessions, providing data-driven insights and comparative reports.
Track developer productivity metrics for AI-assisted versus manual coding sessions, providing data-driven insights and comparative reports.
Setup Requirements
- ⚠️Requires Node.js 18+ to run.
- ⚠️Requires Claude Desktop to be installed for interaction.
- ⚠️Manual configuration in Claude Desktop's 'claude_desktop_config.json' file, specifying an absolute path to the server's 'build/index.js' file.
- ⚠️A full restart of Claude Desktop is necessary after initial configuration.
Verified SafeView Analysis
MCP-server-project-jenkins-
by Ujjwal5200
An AI assistant providing specialized tools for math operations and code generation via a Model Context Protocol (MCP) server.
An AI assistant providing specialized tools for math operations and code generation via a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Google Gemini API key (paid or quota-limited)
- ⚠️Python 3.8+ required
Verified SafeView Analysis
french-tax-mcp
by hiiamhacker23213
Provides a robust server for French tax calculations and information, designed to assist AI systems with accurate guidance.
Provides a robust server for French tax calculations and information, designed to assist AI systems with accurate guidance.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires internet access for web scraping official tax authority websites.
- ⚠️Requires installing Python dependencies including fastmcp, beautifulsoup4, httpx, pydantic, lxml, and markitdown.
Verified SafeView Analysis
nexus-mcp
by HosamUsf
Provides an integration layer to an ERP system, exposing core business functionalities as callable tools via a custom 'MCP Protocol' to enable automation or agent interaction.
Provides an integration layer to an ERP system, exposing core business functionalities as callable tools via a custom 'MCP Protocol' to enable automation or agent interaction.
Setup Requirements
- ⚠️Requires a running ERP system reachable at 'erp.api.base-url'.
- ⚠️Requires an authentication token (configured as 'erp.api.auth-token') for the ERP system.
- ⚠️Requires Java Development Kit (JDK) and Maven or Gradle to build/run.
Verified SafeView Analysis
mcp-server
by ziutus
A minimal FastMCP 2.x server exposing markdown resources for MCP-aware clients like Claude Desktop.
A minimal FastMCP 2.x server exposing markdown resources for MCP-aware clients like Claude Desktop.
Setup Requirements
- ⚠️Docker Desktop required for containerized setup.
- ⚠️Python 3.13+ required for local execution.
- ⚠️Requires 'fastmcp' library (version >=2.0,<3.0).
- ⚠️An MCP-aware client (e.g., Claude Desktop, MCP Inspector) is necessary to interact with the server, as it is not a generic REST API.
Verified SafeView Analysis
MCP-Server-with-Gemini-CLI
by sabikahamna
Provides an API server and a command-line interface for interacting with the Google Gemini AI model.
Provides an API server and a command-line interface for interacting with the Google Gemini AI model.
Setup Requirements
- ⚠️Requires Google Gemini API Key (usage-based costs apply)
- ⚠️Requires Node.js runtime environment
- ⚠️CLI client expects the server to be running locally (default port 3000)
Verified SafeView Analysis
postgres-mcp-server-test
by krzako
Sets up a PostgreSQL database with SSL enabled for local development and testing purposes.
Sets up a PostgreSQL database with SSL enabled for local development and testing purposes.
Setup Requirements
- ⚠️Requires Docker installed and running on the host machine.
- ⚠️Requires 'server.crt' and 'server.key' SSL certificates to be present in a 'ssl_certs' directory in the project root, which will be mounted into the container.
Verified SafeView Analysis
youtube-subtitle-mcp
by guangxiangdebizi
Fetches YouTube video subtitles/transcripts in multiple formats (SRT, VTT, TXT, JSON) to be consumed by Model Context Protocol (MCP) clients or other applications.
Fetches YouTube video subtitles/transcripts in multiple formats (SRT, VTT, TXT, JSON) to be consumed by Model Context Protocol (MCP) clients or other applications.
Setup Requirements
- ⚠️Requires Node.js (or Docker)
- ⚠️Requires an MCP client (e.g., Claude Desktop, Cursor) with specific JSON configuration for integration
- ⚠️Requires network access to YouTube for subtitle fetching
Verified SafeView Analysis
openmemory-mcp-claude-starter
by nullure
This server exposes OpenMemory functionalities (query and add memory) via the Model Context Protocol (MCP), primarily for integration with AI agents like Claude Desktop to provide long-term memory capabilities.
This server exposes OpenMemory functionalities (query and add memory) via the Model Context Protocol (MCP), primarily for integration with AI agents like Claude Desktop to provide long-term memory capabilities.
Setup Requirements
- ⚠️Requires Node.js installed in the environment.
- ⚠️OpenMemory operates in 'local' mode by default, storing memory data on the local file system.
- ⚠️Requires manual configuration within Claude Desktop to connect to this running server.
Verified SafeView Analysis
nature-vision-mcp
by fonkychen
Identifies biological species from images using an external API, returning Latin names with confidence scores, designed for LLM tool integration.
Identifies biological species from images using an external API, returning Latin names with confidence scores, designed for LLM tool integration.
Setup Requirements
- ⚠️Requires a NATURE_VISION_API_KEY, which must be obtained from nature-vision.top.
- ⚠️Requires Node.js and npm/npx to be installed.
Verified SafeView Analysis
DiagSession-Mcp
by bivex
Analyzes Windows ETL trace files from .diagsession archives to generate call trees and performance metrics for debugging and optimization.
Analyzes Windows ETL trace files from .diagsession archives to generate call trees and performance metrics for debugging and optimization.
Setup Requirements
- ⚠️Requires .NET 8.0 SDK or later.
- ⚠️Requires Windows OS (due to Microsoft.Diagnostics.Tracing.TraceEvent library).
- ⚠️Requires an MCP client (e.g., mcp-inspector) or custom JSON-RPC interaction via stdin/stdout.