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Vetted Servers(8554)
platform-mcp-server
by scatat
Manages platform engineering tools (Teleport, Kubernetes, Flux, Git) through AI agents for secure, idempotent operations and workflow automation.
Manages platform engineering tools (Teleport, Kubernetes, Flux, Git) through AI agents for secure, idempotent operations and workflow automation.
Setup Requirements
- ⚠️Requires Teleport CLI (`tsh`) to be installed and the user logged in to target Teleport clusters.
- ⚠️Requires `kubectl` CLI to be installed locally for `list_kube_contexts`, and on remote Kubernetes nodes for Flux/Kubernetes operations.
- ⚠️Assumes a Python 3.11+ environment with `uv` for dependency management.
- ⚠️Assumes an `ansible-mac` setup for initial deployment and recommended fixes, implying a macOS host environment, though the roadmap aims for OS agnosticism.
Verified SafeView Analysis
mail-mcp-bridge
by boat077
An AFK (Away From Keyboard) bot for a Minecraft server, designed to keep a player online and simulate activity through random movements and item activation.
An AFK (Away From Keyboard) bot for a Minecraft server, designed to keep a player online and simulate activity through random movements and item activation.
Setup Requirements
- ⚠️Node.js runtime environment is required.
- ⚠️Dependencies must be installed via npm (npm install).
- ⚠️A valid Minecraft account (specified in config.json) is required to connect to the server.
Verified SafeView Analysis
mcp-server
by Synvya
Provides an AI assistant with tools to discover food establishments, browse menus, search for specific dishes, find offers, and make reservations via Nostr protocol integration.
Provides an AI assistant with tools to discover food establishments, browse menus, search for specific dishes, find offers, and make reservations via Nostr protocol integration.
Setup Requirements
- ⚠️Requires an AWS Account with Lambda and DynamoDB access.
- ⚠️Requires a DynamoDB table named 'synvya-nostr-events' with specific GSIs for persistent storage of Nostr events.
- ⚠️Requires a generated Nostr key pair, with the private key (nsec format) securely configured as 'MCP_SERVER_NSEC' for reservation functionality.
Verified SafeView Analysis
dbt-core-mcp
by iamsocool24
The dbt Core MCP Server enables interaction with dbt projects, providing tools to query project metadata, run dbt commands, inspect data models, sources, and tests, view compiled SQL, and analyze lineage and impact within a Model Context Protocol (MCP) framework.
The dbt Core MCP Server enables interaction with dbt projects, providing tools to query project metadata, run dbt commands, inspect data models, sources, and tests, view compiled SQL, and analyze lineage and impact within a Model Context Protocol (MCP) framework.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires dbt-core and a dbt adapter (e.g., dbt-duckdb) to be installed in the local Python environment (e.g., via `uv pip install dbt-core dbt-duckdb`).
- ⚠️Requires a `dbt_project.yml` file in the workspace root and a corresponding `profiles.yml` (either in the project directory or `~/.dbt`) configured to connect to a database.
Verified SafeView Analysis
mcp-math-server
by Suraj-Varade
A minimal Model Context Protocol (MCP) server designed to expose basic mathematical tools to AI models.
A minimal Model Context Protocol (MCP) server designed to expose basic mathematical tools to AI models.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires uv package manager
Verified SafeView Analysis
toon-mcp-server
by HasnainAli47
Convert JSON data and system prompts to and from TOON format to reduce token usage when interacting with Large Language Models, exposed as an MCP stdio server.
Convert JSON data and system prompts to and from TOON format to reduce token usage when interacting with Large Language Models, exposed as an MCP stdio server.
Setup Requirements
- ⚠️Requires Python 3.9 or higher
Verified SafeView Analysis
mcp-postgres-server
by carlosealves2
MCP server for read-only PostgreSQL database access, enabling AI assistants to securely query databases.
MCP server for read-only PostgreSQL database access, enabling AI assistants to securely query databases.
Setup Requirements
- ⚠️Requires Bun v1.0+ runtime.
- ⚠️Requires PostgreSQL 12+ database.
- ⚠️Requires environment variables for PostgreSQL connection (e.g., POSTGRES_HOST, POSTGRES_DATABASE, POSTGRES_USER, POSTGRES_PASSWORD).
Verified SafeView Analysis
multiagent-customer-support
by XuYunlei
A multi-agent customer support platform leveraging LLMs and a database to handle customer queries and manage tickets.
A multi-agent customer support platform leveraging LLMs and a database to handle customer queries and manage tickets.
Setup Requirements
- ⚠️Requires GOOGLE_API_KEY for Gemini models, which may incur costs beyond free tier limits.
- ⚠️Optionally requires OPENAI_API_KEY for voice features (Whisper/TTS), which also incurs costs.
- ⚠️Requires 'ffmpeg' installation for voice features on macOS/Linux.
- ⚠️Local SQLite database needs initialization via 'python src/database_setup.py'.
Verified SafeView Analysis
maw-mcp
by derekparent
Coordinates parallel AI agent development workflows, managing phases like codebase review, agent launch, code integration, and deployment decision-making.
Coordinates parallel AI agent development workflows, managing phases like codebase review, agent launch, code integration, and deployment decision-making.
Setup Requirements
- ⚠️Requires GitHub CLI (`gh`) to be installed and authenticated (`gh auth login`).
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires manual configuration in Claude Desktop (`claude_desktop_config.json`) or Cursor (`mcp.json`) to integrate the MCP server.
Verified SafeView Analysis
mcp-netcoredbg
by AerialByte
Enables AI agents to debug .NET applications by setting breakpoints, stepping through code, and inspecting variables, including hot reload support and method invocation.
Enables AI agents to debug .NET applications by setting breakpoints, stepping through code, and inspecting variables, including hot reload support and method invocation.
Setup Requirements
- ⚠️Requires 'netcoredbg' to be installed and available in the system's PATH.
- ⚠️Requires Node.js 18+ to run the MCP server.
- ⚠️Requires .NET SDK 8.0+ for building the invocation harness and target applications. The harness is auto-built on first use, which may require an initial 'dotnet build' invocation.
Verified SafeView Analysis
SearchAndApplyJobs
by naveenkshyam
A Model Context Protocol (MCP) server designed to help with job applications by searching jobs across multiple sites, analyzing job postings, and optimizing resumes and cover letters.
A Model Context Protocol (MCP) server designed to help with job applications by searching jobs across multiple sites, analyzing job postings, and optimizing resumes and cover letters.
Setup Requirements
- ⚠️Requires Python 3.13 (or >=3.12, but .python-version specifies 3.13).
- ⚠️Requires internet access for DuckDuckGo search (via `ddgs` library) and web scraping (`requests`).
- ⚠️Local file system access is required for resume and document processing (reading/writing files to disk).
Verified SafeView Analysis
calibre-mcp
by benoute
Provides a Model Context Protocol (MCP) interface to a local Calibre e-book library, allowing programmatic search and content access.
Provides a Model Context Protocol (MCP) interface to a local Calibre e-book library, allowing programmatic search and content access.
Setup Requirements
- ⚠️Requires Go 1.25+ installed to build and run.
- ⚠️Requires access to a local Calibre library directory containing 'metadata.db'.