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Vetted Servers(8554)
Postgres-MCP-Server
by srneha24
Provides secure read-only access to PostgreSQL databases for AI assistants and MCP clients to query schemas and execute SELECT queries.
Provides secure read-only access to PostgreSQL databases for AI assistants and MCP clients to query schemas and execute SELECT queries.
Setup Requirements
- ⚠️Python 3.13+ required.
- ⚠️PostgreSQL database required.
- ⚠️Database connection details must be configured via environment variables (DB_HOST, DB_PORT, DB_NAME, DB_USER, DB_PASSWORD).
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playwright-e2e-project
by gauripathak21
This project provides an End-to-End (E2E) testing framework utilizing Playwright with TypeScript for web, API, device, and MCP server automation.
This project provides an End-to-End (E2E) testing framework utilizing Playwright with TypeScript for web, API, device, and MCP server automation.
Setup Requirements
- ⚠️Requires Node.js (version 18 or higher as per playwright dependencies)
- ⚠️Requires Playwright browser binaries to be installed (typically via `npx playwright install`)
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mcp-spotify
by Gregoire-W
Enables AI assistants to create and manage Spotify playlists using natural language prompts, leveraging the Model Context Protocol.
Enables AI assistants to create and manage Spotify playlists using natural language prompts, leveraging the Model Context Protocol.
Setup Requirements
- ⚠️Requires Docker and Docker Compose
- ⚠️Requires Spotify Developer Account (Client ID, Client Secret) and active Spotify account
- ⚠️Requires Google Gemini API Key
- ⚠️Spotify application's Redirect URI must be configured as `http://localhost:8080`
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google-maps-mcp-server
by PeterJBurke
Deploy a Google Maps Platform Code Assist MCP server to Google Cloud Run, enabling ChatGPT to access up-to-date Maps documentation and code samples via an internal RAG engine.
Deploy a Google Maps Platform Code Assist MCP server to Google Cloud Run, enabling ChatGPT to access up-to-date Maps documentation and code samples via an internal RAG engine.
Setup Requirements
- ⚠️Requires a Google Cloud account with active billing enabled (Cloud Run is not free tier for all usage).
- ⚠️Manual enabling of several specific Google Cloud APIs (Cloud Run API, Cloud Build API, Artifact Registry API) is critical and must be done before deployment.
- ⚠️Creating and securely managing a Google Cloud Service Account key with 7 extensive IAM roles (e.g., Cloud Run Admin, Artifact Registry Administrator, Storage Admin) and adding its JSON content as a GitHub Secret is a complex prerequisite.
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mcp-glucose
by lucas-1000
Provides a specialized interface for AI assistants to query and analyze continuous glucose monitoring (CGM) data.
Provides a specialized interface for AI assistants to query and analyze continuous glucose monitoring (CGM) data.
Setup Requirements
- ⚠️Requires a separate `health-data-storage` REST API instance to be deployed and accessible.
- ⚠️For OAuth-enabled deployments, requires registering an OAuth client (`OAUTH_CLIENT_ID`, `OAUTH_CLIENT_SECRET`) with the `health-data-storage` backend.
- ⚠️Correct configuration of `PUBLIC_URL` is critical for OAuth redirects in deployed environments.
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idea-mcp-devkit
by Haehnchen
Facilitates IntelliJ plugin development by providing tools for PSI analysis and exploration of IntelliJ Platform extension points.
Facilitates IntelliJ plugin development by providing tools for PSI analysis and exploration of IntelliJ Platform extension points.
Setup Requirements
- ⚠️Requires the 'MCP Server' plugin to be installed in IntelliJ.
- ⚠️Requires relevant language plugins in IntelliJ for PSI analysis to work correctly.
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grpc_mcp
by divik-coder
Runs a gRPC backend for text summarization, exposed via an MCP server, and includes an agent client for demonstration.
Runs a gRPC backend for text summarization, exposed via an MCP server, and includes an agent client for demonstration.
Setup Requirements
- ⚠️Requires Python 3.12+ (according to pyproject.toml, README states 3.11+)
- ⚠️Requires an Azure OpenAI or OpenAI API Key (paid service)
- ⚠️Requires 'uv' for dependency management and script execution
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Quibo-MCP-
by JNK234
Integrates with Claude Desktop to provide AI-powered tools for generating blog posts from technical content like Jupyter notebooks and markdown files.
Integrates with Claude Desktop to provide AI-powered tools for generating blog posts from technical content like Jupyter notebooks and markdown files.
Setup Requirements
- ⚠️Requires a separate backend API server to be running (default: http://localhost:8000).
- ⚠️Requires Python 3.10 or higher.
- ⚠️Designed for integration with Claude Desktop, requiring specific configuration.
Verified SafeView Analysis
v-r
by bitjungle
Provides high-level, LLM-friendly weather tools and Norwegian place name resolution for MCP-compatible AI clients.
Provides high-level, LLM-friendly weather tools and Norwegian place name resolution for MCP-compatible AI clients.
Setup Requirements
- ⚠️Requires a separate 'metno-proxy' (Nginx Docker service) to be running and accessible.
- ⚠️The 'weather_get_recent_observations' tool requires a 'FROST_CLIENT_ID' obtained from frost.met.no for full functionality.
- ⚠️Regenerating the optional 'places.db' (for Norwegian place name resolution) requires Docker, Docker Compose, a PostGIS dump, and running a Python ETL pipeline.
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mcp-file-metadata-server
by neeranzan
Provides an MCP server to expose file content and metadata tools to Large Language Models like Claude.
Provides an MCP server to expose file content and metadata tools to Large Language Models like Claude.
Setup Requirements
- ⚠️Requires Python 3.13 or newer, which is a very recent (alpha/beta) version and not widely adopted yet.
- ⚠️Relies on the 'mcp' framework, which users may need to learn and configure.
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swipebuilder-mcp
by SwipeBuilder-io
Access and manage an ad swipe library programmatically via the Model Context Protocol (MCP) by integrating with the SwipeBuilder API.
Access and manage an ad swipe library programmatically via the Model Context Protocol (MCP) by integrating with the SwipeBuilder API.
Setup Requirements
- ⚠️Requires a SwipeBuilder API Key, which must be obtained from the SwipeBuilder platform.
- ⚠️Requires Python 3.10 or higher.
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claude-brain-dump-repo
by Built-Simple
Manages a cross-machine portable configuration for the Claude Code CLI, including environment documentation, plugin configurations, MCP server definitions, and host inventory.
Manages a cross-machine portable configuration for the Claude Code CLI, including environment documentation, plugin configurations, MCP server definitions, and host inventory.
Setup Requirements
- ⚠️Hardcoded root password ('BuiltSimple2025!') is present for SSH to 192.168.1.115, posing a significant security risk that must be addressed.
- ⚠️Extensive use of global npm and npx installations for external dependencies (`@anthropic-ai/claude-code`, `@playwright/mcp`, `@bvisible/mcp-ssh-manager`, `@czlonkowski/n8n-mcp`, etc.) means the system's security relies heavily on the trustworthiness of numerous third-party packages.
- ⚠️The `uv` dependency is installed directly via `curl | sh` or `irm | iex`, which carries inherent risks of arbitrary code execution from the source.
- ⚠️Requires Node.js and Python to be pre-installed (or installed via system package manager/winget as part of the setup) for many of the tools and MCP servers.