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Vetted Servers(8554)
efatura-mcp-server
by reyhansunduk
Integrate with the Turkish GİB e-Arşiv Fatura system to manage e-invoices via an MCP server.
Integrate with the Turkish GİB e-Arşiv Fatura system to manage e-invoices via an MCP server.
Setup Requirements
- ⚠️Requires existing Turkish GİB e-Fatura credentials for real API usage (company registration needed).
- ⚠️Primarily designed for use with Claude Desktop or any compatible MCP client.
- ⚠️Python dependencies include `mcp`, `python-dotenv`, `pydantic`, and `pydantic-settings` which must be installed.
Verified SafeView Analysis
grafana-mcp
by quanticsoul4772
Provides AI-powered integration with Grafana instances via Model Context Protocol (MCP) tools for management and querying.
Provides AI-powered integration with Grafana instances via Model Context Protocol (MCP) tools for management and querying.
Setup Requirements
- ⚠️Requires access to a Grafana instance (v8.0+).
- ⚠️Requires a Grafana API key or Service Account Token with appropriate permissions (GRAFANA_TOKEN environment variable).
- ⚠️Requires Node.js 18+ with ES modules support and TypeScript 4.9+ for development/build.
Verified SafeView Analysis
mcp-keywords-everywhere
by hithereiamaliff
Provides AI assistants access to Keywords Everywhere API for SEO research, keyword analysis, domain analysis, traffic metrics, and backlink analysis.
Provides AI assistants access to Keywords Everywhere API for SEO research, keyword analysis, domain analysis, traffic metrics, and backlink analysis.
Setup Requirements
- ⚠️Requires a Keywords Everywhere API key, which is a paid service with credit consumption per API call.
- ⚠️Specific advanced features (e.g., related keywords, backlink analysis, domain/URL traffic) require a Gold or Platinum Keywords Everywhere subscription plan.
- ⚠️Self-hosting requires Node.js 18.0.0 or higher.
Verified SafeView Analysis
poly-observability-mcp
by hyperpolymath
Unified Model Context Protocol (MCP) server for querying metrics, logs, and traces from various observability backends like Prometheus, Grafana, Loki, and Jaeger, primarily enabling AI assistants.
Unified Model Context Protocol (MCP) server for querying metrics, logs, and traces from various observability backends like Prometheus, Grafana, Loki, and Jaeger, primarily enabling AI assistants.
Setup Requirements
- ⚠️Requires Deno runtime to be installed.
- ⚠️Requires external Prometheus, Grafana, Loki, and Jaeger instances to be running and accessible.
- ⚠️Mandatory environment variables for connecting to observability backends (e.g., PROMETHEUS_URL, GRAFANA_API_KEY).
Verified SafeView Analysis
eofmcp
by britus
Provides a Model Context Protocol (MCP) server with a Source Code Handler tool for remote management and processing of source code, primarily for integration with AI agents.
Provides a Model Context Protocol (MCP) server with a Source Code Handler tool for remote management and processing of source code, primarily for integration with AI agents.
Setup Requirements
- ⚠️Requires Qt 6 development framework and its dependencies.
- ⚠️Requires a C++ compiler and build system (e.g., CMake/qmake, make/ninja) to build the executable.
Review RequiredView Analysis
garoon-mcp-server
by garoon
Provides an official local Model Context Protocol (MCP) server for Garoon, enabling AI tools to interact with Garoon's scheduling, user, and organization APIs.
Provides an official local Model Context Protocol (MCP) server for Garoon, enabling AI tools to interact with Garoon's scheduling, user, and organization APIs.
Setup Requirements
- ⚠️Requires Garoon API credentials (Base URL, Username, Password) set as environment variables.
- ⚠️Requires Docker or Node.js (npm) installed to run.
- ⚠️Client certificate (.pfx file and password) might be required depending on the Garoon environment configuration.
- ⚠️Saving configuration files with login information on your computer poses security risks and requires appropriate management.
Verified SafeView Analysis
eShopLite
by Sarapakistan0
An e-commerce application demonstrating advanced AI integration via Model Context Protocol (MCP) for semantic search, real-time audio chat, and external tool access.
An e-commerce application demonstrating advanced AI integration via Model Context Protocol (MCP) for semantic search, real-time audio chat, and external tool access.
Setup Requirements
- ⚠️Requires .NET 9 SDK and .NET Aspire workload.
- ⚠️Requires Azure Developer CLI (azd) for deployment.
- ⚠️Requires OCI compliant container runtime (e.g., Docker Desktop, Podman) for local development.
- ⚠️Requires an Azure subscription and access to specific Azure OpenAI models (gpt-4o-mini, gpt-4o-realtime-preview, text-embedding-ada-002, DeepSeek-R1) which are paid services and need specific regional availability. Local development with existing models requires setting connection strings via `dotnet user-secrets`.
Verified SafeView Analysis
mcp-debugger-server
by Digital-Defiance
Provides enterprise-grade debugging capabilities for Node.js and TypeScript applications to AI agents, covering breakpoint management, execution control, variable inspection, performance profiling, and hang detection.
Provides enterprise-grade debugging capabilities for Node.js and TypeScript applications to AI agents, covering breakpoint management, execution control, variable inspection, performance profiling, and hang detection.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0 to run.
- ⚠️For secure deployments, strong authentication (MCP_AUTH_TOKEN) and authorization must be configured; running with '--no-auth' or exposing to untrusted networks is highly risky due to arbitrary code execution capabilities.
- ⚠️When running from source, requires a build step ('npx nx build @ai-capabilities-suite/mcp-debugger-server') before execution.
Review RequiredView Analysis
wildlife2_client
by readcommitted
Organizing, identifying, and exploring wildlife imagery using AI models, geospatial analysis, and semantic search.
Organizing, identifying, and exploring wildlife imagery using AI models, geospatial analysis, and semantic search.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid Service)
- ⚠️Requires PostgreSQL database with `pgvector` extension installed
- ⚠️Requires external command-line tools: `exiftool` and `ogr2ogr` for full functionality (metadata extraction, geospatial data loading)
Verified SafeView Analysis
starlark-mcp
by connyay
A flexible server for the Model Context Protocol that allows users to create custom tools using Starlark scripts, integrating with external systems via built-in modules for HTTP, databases, and system commands.
A flexible server for the Model Context Protocol that allows users to create custom tools using Starlark scripts, integrating with external systems via built-in modules for HTTP, databases, and system commands.
Setup Requirements
- ⚠️Extensions relying on external CLI tools (e.g., `gh`, `docker`) require those tools to be installed and available in the server's execution environment.
- ⚠️Extensions relying on external APIs or databases need their respective connection details (e.e.g., API keys, database credentials) provided via environment variables accessible to the `starlark-mcp` process.
- ⚠️Developers must understand Starlark syntax and the project's specific built-in modules (e.g., `http`, `exec`, `sqlite`) to write effective extensions.
Verified SafeView Analysis
mcpflare
by jgentes
Enhances security and efficiency of Model Context Protocol (MCP) servers for AI agents by providing zero-trust isolation and significantly reducing context window token usage.
Enhances security and efficiency of Model Context Protocol (MCP) servers for AI agents by providing zero-trust isolation and significantly reducing context window token usage.
Setup Requirements
- ⚠️Requires Node.js 20+ installed.
- ⚠️Requires `wrangler` CLI to be installed (or accessible via `npx`) for local Worker execution.
- ⚠️Needs to be added to the IDE's MCP configuration (e.g., Cursor, Claude Code, GitHub Copilot).
- ⚠️Recommended to disable other MCPs in the IDE configuration to route them through MCPflare for maximum security and efficiency.
Verified SafeView Analysis
llms-fetch-mcp
by Crazytieguy
Fetches web content, prioritizing LLM-friendly formats like llms.txt and Markdown, converting HTML to Markdown, and caching results with a generated table of contents.
Fetches web content, prioritizing LLM-friendly formats like llms.txt and Markdown, converting HTML to Markdown, and caching results with a generated table of contents.
Setup Requirements
- ⚠️Requires Node.js for `npx` installation/execution.
- ⚠️Requires Rust toolchain if installed via Cargo or run from source.
- ⚠️Requires external network access to fetch web content.