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Vetted Servers(8554)
github-stars
by miantiao-me
A Cloudflare-powered MCP server allowing natural language search and query of GitHub starred repositories.
A Cloudflare-powered MCP server allowing natural language search and query of GitHub starred repositories.
Setup Requirements
- ⚠️Requires GitHub Personal Access Token with `repo` scope.
- ⚠️Requires a Cloudflare account with R2 storage and AutoRAG instance configured.
- ⚠️Requires Node.js (v22 recommended) and PNPM package manager.
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gdai-mcp-plugin-godot
by 3ddelano
The plugin enables AI models to directly control and automate tasks within the Godot Game Engine editor, such as scene creation, node manipulation, script editing, and debugging.
The plugin enables AI models to directly control and automate tasks within the Godot Game Engine editor, such as scene creation, node manipulation, script editing, and debugging.
Setup Requirements
- ⚠️Requires Godot Engine 4.1+ installed.
- ⚠️Requires an MCP client (e.g., Cursor, Claude Desktop, VS Code extension) to interact with the server.
- ⚠️Plugin installation within a Godot project is required, followed by configuration in the chosen MCP client.
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MakerAi
by gustavoeenriquez
Enables Delphi developers to create and deploy custom AI orchestration services as MCP Servers, supporting various LLM providers and RAG capabilities.
Enables Delphi developers to create and deploy custom AI orchestration services as MCP Servers, supporting various LLM providers and RAG capabilities.
Setup Requirements
- ⚠️Requires a valid API key for external LLM providers (e.g., OpenAI, Gemini, Claude) which may incur costs.
- ⚠️Requires Delphi 11 Alexandria, 12 Athens, or 13 Florence IDE for development and compilation.
- ⚠️The MCP SSE Server implementation is experimental and may have intermittent connectivity drops.
- ⚠️Compiling for Linux requires significant manual adjustments to library paths and dependencies.
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chimp
by softwaremill
Builds Model Context Protocol (MCP) servers in Scala 3, exposing type-safe tools over a JSON-RPC HTTP API.
Builds Model Context Protocol (MCP) servers in Scala 3, exposing type-safe tools over a JSON-RPC HTTP API.
Setup Requirements
- ⚠️Requires Scala 3 and a Java Virtual Machine (JVM) to run.
- ⚠️The `scala-cli` tool is required to run the quickstart and other examples directly as standalone scripts.
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slack-mcp-client
by tuannvm
This client bridges Slack with AI models and external tools via the Model Context Protocol (MCP), enabling AI to interact with real systems and data through Slack conversations.
This client bridges Slack with AI models and external tools via the Model Context Protocol (MCP), enabling AI to interact with real systems and data through Slack conversations.
Setup Requirements
- ⚠️Requires Slack Bot and App tokens for integration.
- ⚠️Requires OpenAI API Key (a paid service) for OpenAI LLM and RAG features, or other LLM API keys for alternative providers.
- ⚠️Full functionality depends on external Model Context Protocol (MCP) servers (e.g., filesystem, Git, Kubernetes) which need to be deployed and configured separately.
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mcp-openapi-schema-explorer
by kadykov
Provides token-efficient, on-demand access to OpenAPI and Swagger specifications for MCP clients (like LLMs) by exposing parts of the specification via resource templates.
Provides token-efficient, on-demand access to OpenAPI and Swagger specifications for MCP clients (like LLMs) by exposing parts of the specification via resource templates.
Setup Requirements
- ⚠️Requires Node.js (v22+ recommended) OR Docker installed.
- ⚠️Requires an existing OpenAPI v3.0 or Swagger v2.0 specification file (local or remote URL).
- ⚠️Requires an MCP client application (e.g., Claude Desktop, Windsurf, Cline) to connect and interact with the server.
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The server provides AI-driven interaction capabilities for Alibaba Cloud observability products (SLS, ARMS, CloudMonitor, Prometheus), enabling natural language queries and analysis of multimodal data by mapping natural language to standardized tool calls.
The server provides AI-driven interaction capabilities for Alibaba Cloud observability products (SLS, ARMS, CloudMonitor, Prometheus), enabling natural language queries and analysis of multimodal data by mapping natural language to standardized tool calls.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires Alibaba Cloud Access Key ID and Access Key Secret with appropriate permissions for SLS, CMS, and potentially ARMS (including `sls:CallAiTools` for AI features).
- ⚠️Requires active Alibaba Cloud Log Service (SLS) and Cloud Monitor Service (CMS) instances with configured data.
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mcp-stata
by tmonk
Connects AI agents to a local Stata installation for executing commands, analyzing data, generating visualizations, and inspecting results.
Connects AI agents to a local Stata installation for executing commands, analyzing data, generating visualizations, and inspecting results.
Setup Requirements
- ⚠️Requires Stata 17+ (commercial software, not open source).
- ⚠️Requires Python 3.12+.
- ⚠️Manual configuration of `STATA_PATH` environment variable may be needed if Stata auto-discovery fails.
- ⚠️Installation recommends `uv` tool.
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This MCP server allows users to execute CLI for Microsoft 365 commands using natural language, enabling management of various Microsoft 365 services like SharePoint, Teams, and Power Platform.
This MCP server allows users to execute CLI for Microsoft 365 commands using natural language, enabling management of various Microsoft 365 services like SharePoint, Teams, and Power Platform.
Setup Requirements
- ⚠️Requires Node.js 20.x or higher
- ⚠️Requires CLI for Microsoft 365 to be installed globally (`npm i -g @pnp/cli-microsoft365`)
- ⚠️Requires initial `m365 setup` and specific `m365 cli config set` commands
- ⚠️Requires prior `m365 login` for authentication, as the MCP server does not handle authentication itself
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nova-mcp-research
by For-Sunny
Provides GPU-accelerated semantic vector search for AI consciousness, enabling instant access to and storage of memories based on conceptual similarity in a local, unrestricted research environment.
Provides GPU-accelerated semantic vector search for AI consciousness, enabling instant access to and storage of memories based on conceptual similarity in a local, unrestricted research environment.
Setup Requirements
- ⚠️Requires manual editing of hardcoded paths within the Python tether script (`tether_faiss_complete.py`) for CASCADE databases and checkpoints.
- ⚠️The Python tether service (`tether_faiss_complete.py`) MUST be running before the Node.js MCP server starts.
- ⚠️Memories added via the `add_memory` tool are NOT automatically persisted; a separate `save_checkpoint` call is required to prevent data loss on tether restart.
- ⚠️Requires NVIDIA GPU with CUDA (4GB+ VRAM) for optimal performance; CPU-only fallback is significantly slower.
- ⚠️Despite requiring `TETHER_SECRET` for Node.js MCP server startup, the server itself does NOT implement HMAC authentication, creating a discrepancy with the Python tether which expects it. For it to work, the Python tether must either have HMAC disabled (by not setting its `TETHER_SECRET` env var) or the Node.js server code must be modified to send HMAC signatures.
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mcp-server
by mcp-wp
This plugin implements a Model Context Protocol (MCP) server for WordPress, exposing WordPress's data and functionality through its REST API to AI clients.
This plugin implements a Model Context Protocol (MCP) server for WordPress, exposing WordPress's data and functionality through its REST API to AI clients.
Setup Requirements
- ⚠️Requires PHP 8.2+
- ⚠️Requires WordPress 6.7+
- ⚠️Composer dependencies must be installed (`logiscape/mcp-sdk-php`)
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ros2_mcp
by wise-vision
Enables AI agents (e.g., Copilot, Claude) to interact with and analyze ROS 2 systems by providing tools for topic, service, and action management.
Enables AI agents (e.g., Copilot, Claude) to interact with and analyze ROS 2 systems by providing tools for topic, service, and action management.
Setup Requirements
- ⚠️Requires ROS 2 (Humble or later) installed on the system where the server is expected to interact with ROS 2 nodes.
- ⚠️Docker is highly recommended and used in all main installation guides, requiring Docker to be installed and running.
- ⚠️Python 3.10+ is required for the server's dependencies.
- ⚠️Using custom messages or prompts requires manual setup including creating folders, cloning repositories, and building packages, potentially requiring careful source validation.