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Vetted Servers(8554)
mcp-server-test
by jjiayan
Unable to determine the specific use case due to the complete absence of provided source code. The repository name 'mcp-server-test' suggests it might be a test server related to the Minecraft Protocol (MCP).
Unable to determine the specific use case due to the complete absence of provided source code. The repository name 'mcp-server-test' suggests it might be a test server related to the Minecraft Protocol (MCP).
Setup Requirements
- ⚠️Source code is completely missing for analysis, preventing proper understanding and setup guidance.
Review RequiredView Analysis
refua-mcp
by tensorspace-ai
Provides an MCP server for protein folding, affinity prediction, and antibody/peptide design using Refua Boltz2 and BoltzGen.
Provides an MCP server for protein folding, affinity prediction, and antibody/peptide design using Refua Boltz2 and BoltzGen.
Setup Requirements
- ⚠️Requires significant computational resources, especially GPU (CUDA) for optimal performance.
- ⚠️Requires downloading large model and molecule assets using `refua.download_assets()` prior to first use.
- ⚠️Requires Python version 3.11, 3.12, or 3.13.
Verified SafeView Analysis
Automata-mcp-server
by Fridemn
A plugin-based FastAPI server implementing the Model Context Protocol (MCP) for dynamic integration and management of AI tools, featuring hot reloading and API key authentication.
A plugin-based FastAPI server implementing the Model Context Protocol (MCP) for dynamic integration and management of AI tools, featuring hot reloading and API key authentication.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) and OPENAI_MODEL if the internal LLMClient functionality is used.
- ⚠️Server runs unauthenticated by default if AUTOMATA_ACCESS_TOKEN is not configured, which is a major security risk.
- ⚠️Requires `uv` (recommended in README) or `pip` for dependency installation for plugins.
- ⚠️Python 3.10+ is required.
- ⚠️The `ALLOWED_ORIGINS` and `ALLOWED_METHODS` environment variables must be explicitly set for CORS configuration, otherwise server startup will fail.
Review RequiredView Analysis
jons-mcp-reminders
by jonmmease
Manages macOS Reminders by allowing AI assistants to create, read, update, and delete reminders and lists via EventKit.
Manages macOS Reminders by allowing AI assistants to create, read, update, and delete reminders and lists via EventKit.
Setup Requirements
- ⚠️Requires macOS 14.0+ (Sonoma or later).
- ⚠️Requires Python 3.10+.
- ⚠️Requires explicit Reminders access permission granted by the user in System Settings > Privacy & Security > Reminders.
- ⚠️Uses 'uv' for dependency management and running, which needs to be installed first.
Verified SafeView Analysis
xero-expenses-mcp
by muness
Manages Xero accounting tasks including creating invoices, bills, expenses, and expense claims, with file attachments and PKCE authentication.
Manages Xero accounting tasks including creating invoices, bills, expenses, and expense claims, with file attachments and PKCE authentication.
Setup Requirements
- ⚠️Requires Xero App Setup: Must create a 'Mobile or desktop app' in the Xero Developer Portal with a specific redirect URI (`http://localhost:3000/callback`).
- ⚠️Requires `XERO_CLIENT_ID` environment variable to be set.
- ⚠️Initial use requires interactive browser authentication to Xero.
- ⚠️Requires Node.js version 18 or higher.
Verified SafeView Analysis
yahoo-finance-mcp-server
by refself
A Model Context Protocol (MCP) server providing access to Yahoo Finance data via 9 distinct tools, designed for deployment on Cloudflare Workers.
A Model Context Protocol (MCP) server providing access to Yahoo Finance data via 9 distinct tools, designed for deployment on Cloudflare Workers.
Setup Requirements
- ⚠️Requires a Cloudflare Workers account for deployment to production.
- ⚠️Relies on Yahoo Finance's unofficial (cookie+crumb) API which can be unstable or change without notice.
- ⚠️Usage requires an MCP-compatible client like Claude Desktop or MCP Inspector.
Verified SafeView Analysis
remote-mcp-server-authless
by jacewalker
Remote Model Context Protocol (MCP) server for deploying calculator tools on Cloudflare Workers without authentication, intended for demonstration and easy integration with MCP clients like Cloudflare AI Playground.
Remote Model Context Protocol (MCP) server for deploying calculator tools on Cloudflare Workers without authentication, intended for demonstration and easy integration with MCP clients like Cloudflare AI Playground.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment.
- ⚠️Requires Node.js and npm for local development and deployment.
- ⚠️The server is 'authless' by design, making its tools publicly accessible. This should be considered for any non-demo deployments.
Verified SafeView Analysis
simple-mcp-rag
by alejandro-ao
An MCP server for Retrieval Augmented Generation (RAG) that ingests documents into a vector database and retrieves relevant information based on queries.
An MCP server for Retrieval Augmented Generation (RAG) that ingests documents into a vector database and retrieves relevant information based on queries.
Setup Requirements
- ⚠️Requires LLAMA_CLOUD_API_KEY, which is for a paid service (LlamaParse).
- ⚠️The data directory (`LLAMA_RAG_DATA_DIR`) must be explicitly configured for document ingestion to occur automatically.
- ⚠️Dependencies (`fastmcp`, `chromadb`, `sentence-transformers`, `llama-index`, `llama-parse`, `python-dotenv`) must be installed.
Verified SafeView Analysis
lc-mcp-server
by lascam-UFU
Provides a Model Context Protocol (MCP) server to programmatically interact with LeetCode problems, contests, and solution submissions.
Provides a Model Context Protocol (MCP) server to programmatically interact with LeetCode problems, contests, and solution submissions.
Setup Requirements
- ⚠️Requires Chrome/Chromium browser installed for the `auth.go` helper.
- ⚠️Initial authentication (`auth.go`) requires manual user interaction to log into LeetCode in a browser window.
- ⚠️Requires `LEETCODE_SESSION` and `LEETCODE_CSRF_TOKEN` environment variables to be set, typically obtained via the `auth.go` helper.
Verified SafeView Analysis
recallbricks-mcp-simple
by tkutsch77
Provides an enterprise-grade Model Context Protocol (MCP) server for RecallBricks memory management, enhancing AI agent capabilities through robust context, memory, and identity management.
Provides an enterprise-grade Model Context Protocol (MCP) server for RecallBricks memory management, enhancing AI agent capabilities through robust context, memory, and identity management.
Setup Requirements
- ⚠️Requires a valid "RECALLBRICKS_API_KEY" for authentication with the external RecallBricks API (likely a paid service).
- ⚠️Primarily designed for integration with Claude Desktop, often requiring specific configuration in 'claude_desktop_config.json'.
- ⚠️Requires Node.js and a 'npm run build' compilation step before execution.
Verified SafeView Analysis
pu-mcp-server
by leing2021
Serves as an API backend for managing and delivering AI prompt templates and related configurations via an EdgeOne KV store, optimized for eventual consistency.
Serves as an API backend for managing and delivering AI prompt templates and related configurations via an EdgeOne KV store, optimized for eventual consistency.
Setup Requirements
- ⚠️Requires an EdgeOne KV namespace (e.g., 'MCP_CONFIG') to be created and bound to the project as the environment variable 'MCP_CONFIG'.
- ⚠️Requires a 'SYNC_TOKEN' environment variable for authentication on the internal sync-kv endpoint.
- ⚠️Designed for a two-repository workflow, where configuration is managed by 'pu-mcp-config' and synced to this server via GitHub Actions.
Verified SafeView Analysis
super-productivity-mcp-server
by hmesfin
Integrates SuperProductivity task management with Claude Code by providing read-only access to local tasks, projects, and tags.
Integrates SuperProductivity task management with Claude Code by providing read-only access to local tasks, projects, and tags.
Setup Requirements
- ⚠️Requires Python 3.13+.
- ⚠️Requires SuperProductivity application with its '__meta_' sync file available locally (e.g., in Google Drive).
- ⚠️The SP_META_PATH environment variable must be correctly configured to point to the SuperProductivity '__meta_' file.