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Vetted Servers(9120)
airis-mcp-supabase-selfhost
by agiletec-inc
MCP (Model Context Protocol) server for self-hosted Supabase with RLS-aware PostgreSQL + PostgREST layers, providing LLM access to database schema and data.
MCP (Model Context Protocol) server for self-hosted Supabase with RLS-aware PostgreSQL + PostgREST layers, providing LLM access to database schema and data.
Setup Requirements
- ⚠️Requires Node.js >= 20.0.0
- ⚠️Requires a self-hosted Supabase instance (PostgreSQL + PostgREST)
- ⚠️Requires careful configuration of PostgreSQL read-only user and PostgREST JWT for security
Verified SafeView Analysis
antigravity-youtube-rag
by mufradhossain
An MCP server for retrieving, indexing, and performing semantic search on YouTube video transcripts.
An MCP server for retrieving, indexing, and performing semantic search on YouTube video transcripts.
Setup Requirements
- ⚠️Requires Docker and Docker Compose installed
- ⚠️Requires running `python setup_model.py` once to download the embedding model locally before starting the server
- ⚠️Requires Python 3.11+ for setup
Verified SafeView Analysis
btw-mcp-server
by dan-burk
Provides Model Context Protocol (MCP) access to the R language and custom R tools, typically for AI agents.
Provides Model Context Protocol (MCP) access to the R language and custom R tools, typically for AI agents.
Setup Requirements
- ⚠️Requires Docker for building and running.
- ⚠️Must be registered with Claude Desktop and/or Claude Code (CLI) to be used.
- ⚠️Significant architectural complexities when running R on ARM64, especially for package compilation from source, leading to longer build times.
Verified SafeView Analysis
Paper_Review_generator
by yuezhang23
Provides a Model Context Protocol (MCP) server to expose OpenReview API functionalities (profile, notes, reviews, groups, invitations) as tools for AI models.
Provides a Model Context Protocol (MCP) server to expose OpenReview API functionalities (profile, notes, reviews, groups, invitations) as tools for AI models.
Setup Requirements
- ⚠️Requires OpenReview credentials (OPENREVIEW_USERNAME, OPENREVIEW_PASSWORD)
- ⚠️Python 3.9+ required
Verified SafeView Analysis
shell-tools-mcp
by rcx86
An MCP server for shell tools, allowing an agent to run shell commands and edit files via the Model Context Protocol.
An MCP server for shell tools, allowing an agent to run shell commands and edit files via the Model Context Protocol.
Setup Requirements
- ⚠️Python 3.10+ required
Review RequiredView Analysis
mcpgen
by getprobo
A code generator that builds type-safe Model Context Protocol (MCP) servers in Go from JSON Schema definitions of tools, resources, and prompts.
A code generator that builds type-safe Model Context Protocol (MCP) servers in Go from JSON Schema definitions of tools, resources, and prompts.
Setup Requirements
- ⚠️Requires the Go toolchain installed to build and run the generator, and to compile the generated server.
- ⚠️Requires users to define their MCP API specification using JSON Schema (in YAML or JSON format).
- ⚠️Generated code provides handler stubs; users must implement the actual business logic for tools, resources, and prompts.
Verified SafeView Analysis
mcp-cf7b72a7-27e74bd9-todo-list-mcp
by aiscibe-mcp-deployment
This MCP server exposes a Todo List API as tools for AI models like Claude.
This MCP server exposes a Todo List API as tools for AI models like Claude.
Setup Requirements
- ⚠️Requires OPENAI_API_KEY environment variable.
- ⚠️Requires Python 3.9.
Verified SafeView Analysis
mcp-currency-server
by 522jack
This server provides current currency exchange rates for a given country code, integrating with an external exchange rate API.
This server provides current currency exchange rates for a given country code, integrating with an external exchange rate API.
Setup Requirements
- ⚠️Requires Java 17 or higher
- ⚠️Requires an active internet connection to fetch exchange rates from the external API
- ⚠️Gradle is needed for building the project
Verified SafeView Analysis
glm-orchestrator
by acartag7
Provides a Model Context Protocol (MCP) server interface to orchestrate AI models (Claude, GLM) for coding tasks, including delegation, spec writing, and review within an AI-assisted development platform.
Provides a Model Context Protocol (MCP) server interface to orchestrate AI models (Claude, GLM) for coding tasks, including delegation, spec writing, and review within an AI-assisted development platform.
Setup Requirements
- ⚠️Requires the 'opencode' server to be running on localhost:4096 for GLM execution (default endpoint).
- ⚠️Requires the 'claude' CLI tool to be installed and accessible in the system's PATH for Claude model interactions.
- ⚠️Requires Node.js version >=20.9.0.
- ⚠️Requires pnpm as the package manager.
Verified SafeView Analysis
Weather-Agent-with-MCP-Servers
by RishithaAppikonda
Integrates National Weather Service (NWS) API alerts and forecasts into an MCP-compatible server, providing weather data as tools for applications like SSE clients and AI chat agents.
Integrates National Weather Service (NWS) API alerts and forecasts into an MCP-compatible server, providing weather data as tools for applications like SSE clients and AI chat agents.
Setup Requirements
- ⚠️Requires `GROQ_API_KEY` (potentially paid/rate-limited) for the chat client functionality.
- ⚠️The `server/weather.json` configuration file contains an absolute path to `server/weather.py` (`/Users/rishitha.appikonda/...`) which will need to be manually updated for other environments.
- ⚠️Requires Python 3.11+.
Verified SafeView Analysis
diabetes-m-mcp
by sedoglia
Integrates Diabetes:M health data (glucose, insulin, food, personal metrics) with Claude Desktop via an MCP server for natural language conversations and analysis.
Integrates Diabetes:M health data (glucose, insulin, food, personal metrics) with Claude Desktop via an MCP server for natural language conversations and analysis.
Setup Requirements
- ⚠️Requires Node.js v18.0+ and npm v8.0+ to run.
- ⚠️Relies on a reverse-engineered Diabetes:M API (analytics.diabetes-m.com) which may change without notice, potentially breaking functionality.
- ⚠️Manual setup requires editing Claude Desktop's `claude_desktop_config.json` file to specify the server command and arguments.
Verified SafeView Analysis
omd-mcp
by lausser
Provides an AI chatbot for managing Thruk monitoring systems through a Model Context Protocol (MCP) interface.
Provides an AI chatbot for managing Thruk monitoring systems through a Model Context Protocol (MCP) interface.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires Podman or Docker for containerized local deployment, or Kubernetes (k3s) for production.
- ⚠️Requires an existing Thruk monitoring system instance.
- ⚠️Requires a Thruk API Key and Thruk server URL.
- ⚠️Requires an OpenAI-compatible API key (e.g., OpenAI, Anthropic, or a local LLM), which may incur costs.