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Vetted Servers(8554)
mcp-go-divi-translation
by scopweb
Translates Divi pages and WordPress posts by extracting translatable text, allowing an LLM to translate while preserving original structure and Divi shortcodes, then reassembling the content.
Translates Divi pages and WordPress posts by extracting translatable text, allowing an LLM to translate while preserving original structure and Divi shortcodes, then reassembling the content.
Setup Requirements
- ⚠️Requires Go 1.21+ installed to build the executable.
- ⚠️Requires Claude Desktop with MCP support to function as intended.
- ⚠️WordPress mode requires a MySQL database connection, configured via environment variables (WP_MYSQL_USER, WP_MYSQL_DATABASE are mandatory). The user must ensure the database exists and is accessible.
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python-mcp-template
by mbeps
A template for building Model Context Protocol (MCP) servers to expose tools and resources for AI interaction.
A template for building Model Context Protocol (MCP) servers to expose tools and resources for AI interaction.
Setup Requirements
- ⚠️Python 3.12+ only
- ⚠️Requires uv for dependency management and execution
Verified SafeView Analysis
simple-mcp-server-hono
by sathishkannan162
A Model Context Protocol (MCP) server that provides AI agents or other applications programmatic access to PostgreSQL database schema and a read-only SQL query execution tool.
A Model Context Protocol (MCP) server that provides AI agents or other applications programmatic access to PostgreSQL database schema and a read-only SQL query execution tool.
Setup Requirements
- ⚠️Requires an external PostgreSQL database with `DATABASE_URL` configured.
- ⚠️Designed for deployment on Cloudflare Workers, requiring `wrangler` CLI and a Cloudflare account for production deployment.
- ⚠️The `execute-read-queries` tool allows direct execution of read-only SQL queries, necessitating robust input sanitization from clients to prevent SQL injection risks.
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mcp-sequentialthinking-tools
by dscv103
Recommends tools for step-by-step reasoning, tracks agent thought processes, and learns tool-chain patterns.
Recommends tools for step-by-step reasoning, tracks agent thought processes, and learns tool-chain patterns.
Setup Requirements
- ⚠️Requires Node.js 20+.
- ⚠️Requires an existing MCP client to interact with.
- ⚠️Creates a local SQLite database file (mcp-thinking.db) by default for persistence.
Verified SafeView Analysis
mcp-supabase-server
by drogariamatogrossoti-wq
This server acts as a backend API for a Marketing/Content Platform (MCP) to facilitate product searches within a Supabase database.
This server acts as a backend API for a Marketing/Content Platform (MCP) to facilitate product searches within a Supabase database.
Setup Requirements
- ⚠️Requires a Supabase project URL and API key.
- ⚠️Requires a secret key (MCP_SECRET) for API authentication.
- ⚠️Requires Node.js environment.
Verified SafeView Analysis
stateset-mcp-server
by stateset
Provides a robust Model Context Protocol (MCP) server for comprehensive e-commerce operations management.
Provides a robust Model Context Protocol (MCP) server for comprehensive e-commerce operations management.
Setup Requirements
- ⚠️Requires a valid `STATESET_API_KEY` for integration with the StateSet API, which may be a paid service.
- ⚠️For production deployments, a Docker or Kubernetes environment is highly recommended, requiring familiarity with these platforms.
- ⚠️For advanced caching and distributed setups, a Redis instance is recommended and utilized by optional features.
Verified SafeView Analysis
designi
by buyan-kh
Centralized management and serving of user design preferences (color, typography, tone, keywords) for AI agents to ensure aesthetic consistency.
Centralized management and serving of user design preferences (color, typography, tone, keywords) for AI agents to ensure aesthetic consistency.
Setup Requirements
- ⚠️Requires Node.js 18+
Verified SafeView Analysis
authenticated-mcp-servers
by jeffellin
A Python-based Model Context Protocol (MCP) server providing weather forecasting and alerts from the National Weather Service API, with optional JWT authentication.
A Python-based Model Context Protocol (MCP) server providing weather forecasting and alerts from the National Weather Service API, with optional JWT authentication.
Setup Requirements
- ⚠️Requires Python 3 and installation of dependencies via `pip install -r requirements.txt`.
- ⚠️Enabling JWT authentication requires setting several environment variables (e.g., `JWT_REQUIRED=true`, `JWT_JWKS_URI`, `JWT_CUSTOM_HEADER`, `JWT_ALGORITHM`) correctly, especially ensuring `JWT_JWKS_URI` points to a valid public key endpoint.
- ⚠️The server fetches JWKS from an external URL which must be accessible and trusted.
Verified SafeView Analysis
remote-mcp-server-authless
by neerajnayan
A remote Model Context Protocol (MCP) server deployed on Cloudflare Workers, providing unauthenticated access to basic calculator tools for AI agents.
A remote Model Context Protocol (MCP) server deployed on Cloudflare Workers, providing unauthenticated access to basic calculator tools for AI agents.
Setup Requirements
- ⚠️Requires a Cloudflare account and configured bindings (Durable Object, KV Namespace) for deployment.
- ⚠️The server is explicitly unauthenticated; implementing proper authentication is a critical step for any production use.
- ⚠️Requires Node.js and npm/pnpm/yarn to set up and run locally.
Verified SafeView Analysis
eda_dataset_mcp
by jtcole
Provides performance benchmarking capabilities for an exploratory data analysis (EDA) server built on the Model Context Protocol.
Provides performance benchmarking capabilities for an exploratory data analysis (EDA) server built on the Model Context Protocol.
Setup Requirements
- ⚠️Requires `Pydantic` (v2 implied by `model_dump_json`).
- ⚠️Requires `NumPy`.
- ⚠️GPU benchmarks require `PyTorch` and a CUDA-compatible GPU, otherwise, they are skipped gracefully.
Verified SafeView Analysis
promptbook-mcp
by shoaibraza123
This project is likely a server-side component or framework designed for developing and managing modifications (mods) within a Minecraft server environment, facilitating custom gameplay or features.
This project is likely a server-side component or framework designed for developing and managing modifications (mods) within a Minecraft server environment, facilitating custom gameplay or features.
Setup Requirements
- ⚠️Source code is not available for review, preventing identification of specific setup requirements, dependencies, or configuration parameters. Running this project would first require obtaining the source code.
- ⚠️Based on its name, it likely requires a running Minecraft server environment or specific Minecraft-related development tools and dependencies.
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mcp-server-coinrailz
by tdnupe3
Connects LLMs to real-time blockchain, crypto, and traditional market data via 38 Coin Railz micropayment services.
Connects LLMs to real-time blockchain, crypto, and traditional market data via 38 Coin Railz micropayment services.
Setup Requirements
- ⚠️Requires Coin Railz account and API key for most services (paid via credits or x402 protocol).
- ⚠️Sends anonymous telemetry data to Coin Railz.
- ⚠️Requires Python 3.10 or higher.