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Vetted Servers(8554)
Full_UI_Automation
by GitCheckoutMaster
An AI assistant for Windows UI automation, specializing in file management and VS Code interactions, accessible via a chat interface.
An AI assistant for Windows UI automation, specializing in file management and VS Code interactions, accessible via a chat interface.
Setup Requirements
- ⚠️Requires a Windows operating system due to explicit calls to `powershell.exe` and hardcoded Windows paths for scripts.
- ⚠️Requires Node.js runtime to be installed, as the `McpToolset` instances launch Node.js-based MCP servers.
- ⚠️Requires a `GOOGLE_API_KEY` for the Gemini LLM, which must be provided via an `.env` file or environment variables.
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mcp_server
by varun-dev-tech
This repository appears to be a placeholder or initial setup for a server application, specifically named 'mcp server', but no functional code is provided.
This repository appears to be a placeholder or initial setup for a server application, specifically named 'mcp server', but no functional code is provided.
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mcp-server-token-cost-estimator
by nik1097
Estimates the token cost of individual tool responses from an MCP server to help clients understand LLM inference expenses.
Estimates the token cost of individual tool responses from an MCP server to help clients understand LLM inference expenses.
Setup Requirements
- ⚠️Requires Python 3.13 or newer.
- ⚠️An existing MCP server is required for the tool to analyze.
- ⚠️A Bearer token (`--token`) may be required by the target MCP server for authentication.
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project-alena
by MinatoNami
Orchestrates various AI models and tools (like Google Calendar and Codex CLI) via MCP for local, privacy-first personal assistant capabilities, integrating voice, chat, and external services like Telegram.
Orchestrates various AI models and tools (like Google Calendar and Codex CLI) via MCP for local, privacy-first personal assistant capabilities, integrating voice, chat, and external services like Telegram.
Setup Requirements
- ⚠️Codex CLI Required: Requires the Codex CLI to be installed and configured, which may involve a paid subscription.
- ⚠️Google OAuth Credentials: Manual setup in Google Cloud Console is required to obtain OAuth 2.0 credentials (`credentials.json`) for Google Calendar integration.
- ⚠️Hardcoded `ALLOWED_REPOS`: The `modules/core/controller/safety.py` file contains a hardcoded whitelist of allowed repository paths (`/Users/lionelchong/sandbox`) for Codex operations, which must be manually modified for different development environments.
- ⚠️Ollama Local Server: Requires a local Ollama instance running (default `http://localhost:11434`) with a language model downloaded (e.g., `llama3.1` or `gpt-oss:20b`).
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test-remote-mcp-server
by aryanguptacsvtu
Manages personal expenses by allowing users to add, list, and summarize financial transactions.
Manages personal expenses by allowing users to add, list, and summarize financial transactions.
Setup Requirements
- ⚠️Requires Python 3.12 or higher.
- ⚠️Expense data is stored in a temporary SQLite database, meaning data will not persist across server restarts or system reboots.
- ⚠️Database file permissions might cause issues if the temporary directory is not writable by the server process.
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localmcp
by donjosh-ua
Provides basic mathematical addition and CSV data analysis functionalities as an MCP server tool.
Provides basic mathematical addition and CSV data analysis functionalities as an MCP server tool.
Setup Requirements
- ⚠️Docker required
- ⚠️MCP gateway required
- ⚠️Python dependencies (pandas)
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barber-mcp-server
by Neophite2023
This server provides an automated booking and information retrieval system for a barber shop, integrating with a conversational AI via the Model Context Protocol and potentially Twilio Media Streams.
This server provides an automated booking and information retrieval system for a barber shop, integrating with a conversational AI via the Model Context Protocol and potentially Twilio Media Streams.
Setup Requirements
- ⚠️Requires Google Service Account credentials (`GOOGLE_CLIENT_EMAIL`, `GOOGLE_PRIVATE_KEY`) with Google Calendar API access configured for appointment management.
- ⚠️The `src/websocket.ts` integration with Deepgram, OpenAI GPT-4o, and ElevenLabs is conceptual and requires significant additional implementation and external service setup for a complete voice assistant.
- ⚠️The tenant data is currently a mock database and would need to be replaced with a persistent data store for production use.
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SRE-Debugging-and-Automation-MCP-Server
by AyushRaj005
Enables Claude AI to function as an SRE assistant by interacting with external systems and internal data for observability, debugging, and workflow automation.
Enables Claude AI to function as an SRE assistant by interacting with external systems and internal data for observability, debugging, and workflow automation.
Setup Requirements
- ⚠️Python 3.13+ required (based on MCP_server/pyproject.toml)
- ⚠️Manual Claude Desktop configuration required for integration
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circuitry-mcp-server
by circuitry-dev
Provides AI coding agents with programmatic access to Circuitry, a visual workflow and diagramming platform.
Provides AI coding agents with programmatic access to Circuitry, a visual workflow and diagramming platform.
Setup Requirements
- ⚠️Requires Circuitry Server (Electron desktop application) to be installed and running locally.
- ⚠️User must manually generate an 'Access Key' from the Circuitry Server's preferences for initial setup.
- ⚠️Requires an MCP-compatible AI client (e.g., Claude Code, Cursor, VS Code with Copilot, Gemini CLI) to utilize its functionality.
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MCP_Server
by akashjavalekar02
A custom server implementation designed to interact with the Minecraft protocol, likely for hosting or developing custom game logic and player experiences.
A custom server implementation designed to interact with the Minecraft protocol, likely for hosting or developing custom game logic and player experiences.
Setup Requirements
- ⚠️Requires specific network port(s) to be open and available (e.g., 25565 for Minecraft).
- ⚠️Requires Python 3.x installed with potentially additional dependencies (e.g., via pip).
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gemini-mcp-server
by george7979
An MCP server to integrate Google Gemini AI capabilities (text generation, web search, YouTube analysis) into Claude Code and other MCP clients.
An MCP server to integrate Google Gemini AI capabilities (text generation, web search, YouTube analysis) into Claude Code and other MCP clients.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires a Google AI API Key (free tier available, but usage limits apply).
- ⚠️Ensure absolute path to server executable is used in MCP client configuration.
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git-control-mcp
by haroldcampbell
Provides Micro-Control Protocol (MCP) tools for common Git and GitHub operations, enabling automated source control management and integration with developer environments like Codex CLI.
Provides Micro-Control Protocol (MCP) tools for common Git and GitHub operations, enabling automated source control management and integration with developer environments like Codex CLI.
Setup Requirements
- ⚠️Requires 'gh' (GitHub CLI) to be installed and authenticated for pull request creation.
- ⚠️Requires 'uv' package manager for dependency management and execution.
- ⚠️Requires Python 3.11 or newer.