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Vetted Servers(9120)
mcp
by Teamwork
Provides an MCP server to integrate Large Language Models with Teamwork.com for project management and helpdesk operations.
Provides an MCP server to integrate Large Language Models with Teamwork.com for project management and helpdesk operations.
Setup Requirements
- ⚠️Requires Go 1.25 or later to build and run locally.
- ⚠️Requires valid Teamwork.com API credentials (Bearer Token or OAuth2 setup) to interact with the Teamwork API.
- ⚠️Optional HAProxy integration requires specific network configuration and disables TLS verification for internal communication.
Verified SafeView Analysis
prompts-mcp
by mrsimpson
A Model Context Protocol (MCP) server for managing, templating, and exposing AI prompts defined in markdown files via stdio and HTTP transports.
A Model Context Protocol (MCP) server for managing, templating, and exposing AI prompts defined in markdown files via stdio and HTTP transports.
Setup Requirements
- ⚠️Requires Node.js >= 22
- ⚠️Requires pnpm >= 9.0.0
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, MCP Inspector) to interact with.
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lxd-mcp
by kadinsayani
Manages LXD containers and virtual machines through a Model Context Protocol (MCP) server.
Manages LXD containers and virtual machines through a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires LXD to be installed and running on the system.
- ⚠️Requires Go 1.25.4 or higher to build from source.
- ⚠️User account must be in the `lxd` group for socket access, implying elevated privileges.
Verified SafeView Analysis
MCP-Server-and-PostgreSQL-Sample-Retail
by microsoft
Enables AI assistants to securely access and analyze retail sales data through a Model Context Protocol (MCP) server, integrating with PostgreSQL and Azure AI services.
Enables AI assistants to securely access and analyze retail sales data through a Model Context Protocol (MCP) server, integrating with PostgreSQL and Azure AI services.
Setup Requirements
- ⚠️Requires Docker Desktop for local development.
- ⚠️Requires an Azure Subscription and Azure CLI for resource deployment and authentication.
- ⚠️Requires access to Azure OpenAI models (specifically `text-embedding-3-small`, and optionally `gpt-4o-mini`) which may have quota limits.
- ⚠️PostgreSQL database is required with the `pgvector` extension enabled for semantic search functionality.
- ⚠️Python 3.8+ is a prerequisite for server development.
Verified SafeView Analysis
MakeMoneyWithAI
by garylab
This server curates a list of AI tools and projects from GitHub, generating concise business model descriptions for each to help users identify income-generating open-source opportunities.
This server curates a list of AI tools and projects from GitHub, generating concise business model descriptions for each to help users identify income-generating open-source opportunities.
Setup Requirements
- ⚠️Requires GITHUB_TOKEN environment variable (from GitHub for API access)
- ⚠️Requires OPENAI_API_KEY environment variable (for GPT-5-mini API calls, which are paid)
- ⚠️Assumes 'excluded-repos.txt' and 'extra-repos.txt' files exist or are configured as needed
Verified SafeView Analysis
kdb-x-mcp-server
by KxSystems
Enables natural language interaction and AI-powered querying of KDB-X and KDB+ databases through the Model Context Protocol (MCP).
Enables natural language interaction and AI-powered querying of KDB-X and KDB+ databases through the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a running KDB-X or KDB+ service with its SQL interface loaded (and AI libraries loaded for vector search tools if used).
- ⚠️Requires a valid PyKX license; the `QLIC` environment variable must be set to point to your license directory.
- ⚠️Requires `uv` (Astral's Python package manager/installer) to be installed to run the server.
- ⚠️Using AI-powered tools (similarity/hybrid search) necessitates configuring external embedding providers (e.g., OpenAI, SentenceTransformers), which may require API keys (e.g., OPENAI_API_KEY) and an `embeddings.csv` configuration file.
Verified SafeView Analysis
gemini-mcp-rs
by missdeer
A high-performance Rust MCP server that enables AI-driven tasks by wrapping the Gemini CLI, facilitating integration with MCP-compatible clients like Claude Code.
A high-performance Rust MCP server that enables AI-driven tasks by wrapping the Gemini CLI, facilitating integration with MCP-compatible clients like Claude Code.
Setup Requirements
- ⚠️Requires Gemini CLI (from Google) installed and configured on the system.
- ⚠️Requires an MCP-compatible client (e.g., Claude Code) to interact with the server after setup.
Verified SafeView Analysis
mcp-datahub
by txn2
Connects AI assistants to DataHub metadata catalogs for searching datasets, exploring schemas, tracing lineage, and accessing glossary terms and domains. It can be used as a standalone server or as a composable Go library for custom MCP servers with advanced features.
Connects AI assistants to DataHub metadata catalogs for searching datasets, exploring schemas, tracing lineage, and accessing glossary terms and domains. It can be used as a standalone server or as a composable Go library for custom MCP servers with advanced features.
Setup Requirements
- ⚠️Requires `DATAHUB_URL` environment variable pointing to your DataHub GraphQL API endpoint.
- ⚠️Requires a `DATAHUB_TOKEN` (personal access token) environment variable for authentication, which must be generated from DataHub with appropriate permissions.
- ⚠️For full functionality (e.g., lineage), your DataHub instance needs to have the relevant metadata ingested.
Verified SafeView Analysis
architectgbt-mcp
by 3rdbrain
Provides AI model recommendations and code templates directly within an IDE via the Model Context Protocol (MCP).
Provides AI model recommendations and code templates directly within an IDE via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0.
- ⚠️ArchitectGBT Pro subscription and API key required for unlimited recommendations and code templates.
- ⚠️Free tier recommendations are IP-based and limited to 3 per day.
Verified SafeView Analysis
excalidraw-mcp
by cmd8
Model Context Protocol (MCP) server for programmatically creating, modifying, and querying Excalidraw diagrams.
Model Context Protocol (MCP) server for programmatically creating, modifying, and querying Excalidraw diagrams.
Setup Requirements
- ⚠️Node.js >= v18.0.0 required
- ⚠️Requires a local Excalidraw file path to operate on (`--diagram` argument)
Verified SafeView Analysis
mcp-on-windows-samples
by microsoft
Demonstrates building and packaging a C# Model Context Protocol (MCP) server for Windows in MSIX and MCPB formats, and provides client samples to interact with it.
Demonstrates building and packaging a C# Model Context Protocol (MCP) server for Windows in MSIX and MCPB formats, and provides client samples to interact with it.
Setup Requirements
- ⚠️Requires .NET 9.0 SDK or later for server components.
- ⚠️Requires NodeJS for MCPB packaging and JavaScript client samples.
- ⚠️Requires WinAppCLI for MSIX packaging, with a non-standard installation process for the `mcp-host-electron` sample (download .tgz and install locally).
- ⚠️Manual installation of a development certificate is necessary for MSIX packages on the machine.
- ⚠️`odr.exe` must be accessible in the system's PATH for client applications to discover and connect to servers.
Verified SafeView Analysis
postgres-mcp
by neverinfamous
A PostgreSQL database management and optimization expert system, offering interactive workflows for query analysis, index tuning, health monitoring, backup strategies, and advanced functionalities like vector search and geospatial data management. It helps users understand and improve their PostgreSQL database performance and health.
A PostgreSQL database management and optimization expert system, offering interactive workflows for query analysis, index tuning, health monitoring, backup strategies, and advanced functionalities like vector search and geospatial data management. It helps users understand and improve their PostgreSQL database performance and health.
Setup Requirements
- ⚠️Requires a running PostgreSQL Instance (connection details via DATABASE_URI environment variable).
- ⚠️Full functionality depends on PostgreSQL Extensions (e.g., pg_stat_statements, hypopg, pgvector, PostGIS) which must be manually installed in the database.
- ⚠️Docker is the recommended deployment method, implying users need Docker installed.