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Vetted Servers(8554)
mcp-server
by alelunardi98
An AI tool server exposing domain-specific functionalities in health and insurance to be consumed by Large Language Models.
An AI tool server exposing domain-specific functionalities in health and insurance to be consumed by Large Language Models.
Setup Requirements
- ⚠️Requires JDK 17+
- ⚠️Requires Maven or Gradle to build and run
- ⚠️Intended for use with an external AI model orchestrator to leverage its tool-calling capabilities
Verified SafeView Analysis
prometheus-remote-mcp-CDK
by MohamedSherifAbdelsamiea
Serves Prometheus Model Context Protocol (MCP) data via AWS Lambda and API Gateway with Cognito authentication for querying Amazon Managed Prometheus.
Serves Prometheus Model Context Protocol (MCP) data via AWS Lambda and API Gateway with Cognito authentication for querying Amazon Managed Prometheus.
Setup Requirements
- ⚠️Requires an AWS Account and AWS CDK for deployment.
- ⚠️Requires pre-configured Amazon Managed Prometheus (AMP) workspace, as indicated by '⚠️ NOT PART OF CDK 👤 USER MUST CONFIGURE' and 'Workspace ARN Required' in the architecture diagram. The `AMP_WORKSPACE_ARN` environment variable is critical.
- ⚠️Cognito User Pool and OAuth Client setup is managed by CDK, but client-side configuration (`mcp-server-config.json` generation) needs to be handled post-deployment using the provided script or manual steps.
Verified SafeView Analysis
simple-calculator-mcp-server
by NaokiTest
A backend service providing basic arithmetic calculations through an API interface.
A backend service providing basic arithmetic calculations through an API interface.
Review RequiredView Analysis
granola-mcp
by twanlass
Provides tools for AI agents (like Claude) to access Granola meeting transcripts and AI-generated notes.
Provides tools for AI agents (like Claude) to access Granola meeting transcripts and AI-generated notes.
Setup Requirements
- ⚠️Requires Node.js 20+
- ⚠️Granola desktop app must be installed and logged in for credentials
- ⚠️Requires manual configuration in Claude Desktop or Claude Code applications
Verified SafeView Analysis
vst-mcp-server
by thomasbunch
An AI-assisted server for VST plugin development, offering DSP algorithms, audio formulas, JUCE templates, UI components, and code validation tools.
An AI-assisted server for VST plugin development, offering DSP algorithms, audio formulas, JUCE templates, UI components, and code validation tools.
Setup Requirements
- ⚠️Requires Node.js and npm installed.
- ⚠️Running locally via `npm start` requires a build step (`npm run build`).
Verified SafeView Analysis
postgresql-mcp-server
by techslaves
Integrates Spring AI with a PostgreSQL database to expose read-only database operations as tools for AI agents.
Integrates Spring AI with a PostgreSQL database to expose read-only database operations as tools for AI agents.
Setup Requirements
- ⚠️Requires Java 17+ and Maven.
- ⚠️Requires a running PostgreSQL database.
- ⚠️Database connection environment variables (DB_URL, DB_USER, DB_PASSWORD) must be configured.
Review RequiredView Analysis
simple-calculator-mcp-server-v3
by NaokiTest
Provides a server-side implementation for basic calculator operations, potentially over a custom message communication protocol.
Provides a server-side implementation for basic calculator operations, potentially over a custom message communication protocol.
Setup Requirements
- ⚠️Requires a compatible runtime environment (e.g., Node.js, Python, Java - specific version unknown).
- ⚠️Requires a client application that understands the specific 'MCP' protocol for interaction.
- ⚠️May require specific network port configuration to avoid conflicts.
Review RequiredView Analysis
gamma-mcp-server
by KSAklfszf921
Acts as a Model Context Protocol (MCP) server to enable AI assistants to generate presentations and documents via the Gamma.app API.
Acts as a Model Context Protocol (MCP) server to enable AI assistants to generate presentations and documents via the Gamma.app API.
Setup Requirements
- ⚠️Requires a valid GAMMA_API_KEY from Gamma.app, which may be a paid service.
- ⚠️The server runs on port 3000 by default and might require firewall configuration for external access.
- ⚠️The stdio mode is intentionally limited; for full functionality, the HTTP mode is required and recommended.
Verified SafeView Analysis
Gemini_mcp_server
by afshan-ahmar
A server application designed to host or manage instances of Minecraft Pocket Edition (MCP) games, potentially offering a web interface or API for administration.
A server application designed to host or manage instances of Minecraft Pocket Edition (MCP) games, potentially offering a web interface or API for administration.
Setup Requirements
- ⚠️Source code was not provided, preventing identification of specific setup requirements or friction points.
Review RequiredView Analysis
blog-post-local-agent-mcp
by aar0nsky
Sets up a local AI pair-programming environment with Ollama, Continue.dev, and various Model Context Protocol (MCP) servers to extend AI capabilities for development tasks without cloud dependencies.
Sets up a local AI pair-programming environment with Ollama, Continue.dev, and various Model Context Protocol (MCP) servers to extend AI capabilities for development tasks without cloud dependencies.
Setup Requirements
- ⚠️Docker Desktop/Engine is required for containerized MCP servers.
- ⚠️Node.js (with npm) is required for installing many MCP servers globally.
- ⚠️Ollama must be installed, and a large language model (e.g., Nemotron-9B) must be pulled locally.
- ⚠️Users must manually configure '~/.continue/config.json' and set specific environment variables for certain MCP servers (e.g., GITHUB_TOKEN, SNYK_TOKEN).
Verified SafeView Analysis
MyFastMCPServer
by meghnakartha
A basic HTTP server exposing 'add' and 'get_weather' tools using the FastMCP framework for demonstrating API capabilities.
A basic HTTP server exposing 'add' and 'get_weather' tools using the FastMCP framework for demonstrating API capabilities.
Setup Requirements
- ⚠️Requires the 'fastmcp' Python library to be installed.
- ⚠️Requires Python environment (e.g., Python 3.6+).
Verified SafeView Analysis
capitalcom-mcp-server
by SimonTarara62
Provides a Model Context Protocol (MCP) server for the Capital.com Open API, enabling safe, LLM-driven trading operations.
Provides a Model Context Protocol (MCP) server for the Capital.com Open API, enabling safe, LLM-driven trading operations.
Setup Requirements
- ⚠️Requires a Capital.com trading account with 2FA enabled and a generated API key (API keys have full trading access; no read-only option available).
- ⚠️Requires Python 3.10 or higher.
- ⚠️The generated API key is displayed only once and must be saved immediately.