Code Execution
| Server | Language | Stars | Downloads |
|---|---|---|---|
| Actor-Critic Thinking Provides dual-perspective analysis through alternating actor and critic viewpoints for evaluating creative works, strategic decisions, and complex scenarios requiring both empathetic understanding and objective assessment. | TypeScript | 32 | — |
| agentsphere-mcp-server mcp server for agentsphere sandbox | Python | — | — |
| Alpha Vantage Provides real-time financial data retrieval from Alpha Vantage, enabling developers and analysts to access comprehensive stock prices, market indicators, forex rates, and cryptocurrency information with instant, structured results. | — | 4 | — |
| Android ADB Android device control via ADB with screen capture, UI automation, and shell execution. | TypeScript | 0 | — |
| applescript-mcp MCP server that execute applescript giving you full control of your Mac | Python | 437 | — |
| ashby-mcp MCP server for Ashby ATS — candidate evaluation workflow | TypeScript | — | — |
| Asterisk Phone System Integrates with Asterisk phone systems to enable outbound call operations, conversation monitoring, call history retrieval, and telephony system metrics tracking for business automation workflows. | TypeScript | 5 | — |
| atPlatform Integrates with the atPlatform decentralized ecosystem to provide atSign data operations including atKey listing with filtering and value retrieval, plus comprehensive atPlatform documentation for building decentralized identity applications. | — | 2 | — |
| Audiense Insights Integrates with Audiense's audience insights platform, enabling retrieval of audience data and analytics for targeted marketing and social media strategy development. | — | 17 | — |
| auq-mcp-server An MCP server that provides a tool to ask a user questions via the terminal | TypeScript | 78 | — |
| Ayd Integrates with Ayd to enable service monitoring, status checks, and log retrieval for enhanced operational visibility and incident response. | — | 0 | — |
| Background Job Enables coding agents to execute long-running shell commands asynchronously with full process management capabilities. | Python | 10 | — |
| Bash Command Shell command execution with process management and OpenTelemetry observability. | TypeScript | 1 | — |
| BatchIt Combine tool calls into a single batch_execute call. | — | 57 | — |
| Bianbu Cloud Proxy Turns a Bianbu Cloud instance into a remote MCP server with file management, shell execution, and systemd service integration. | — | 0 | — |
| Biomart Integrates with Biomart to enable advanced biological data queries, including gene information retrieval, ID translation, and dataset exploration using the pybiomart package. | — | 7 | — |
| Brex Provides secure access to Brex financial platform data, enabling account information retrieval, transaction analysis, and budget monitoring through read-only operations with proper rate limiting. | — | 4 | — |
| Bulkhead PowerShell Executes PowerShell commands on Windows machines with configurable command blacklisting and audit logging. | — | 0 | — |
| Bunnyshell Enables direct management of Bunnyshell cloud environments through natural language commands, supporting environment creation, component deployment, and remote development workflows via CLI capabilities. | — | 0 | — |
| Calculator Perform quick, reliable arithmetic including addition, subtraction, multiplication, and division. Speed up everyday calculations and reduce errors across your workflows. | Python | 1 | — |
| CCXT Integrates with major cryptocurrency exchanges including Binance, Coinbase, Kraken, Bitfinex, and Bybit through CCXT to provide market data retrieval, account management, and live trading capabilities for spot and futures orders with comprehensive error handling and rate limit awareness. | — | 3 | — |
| Charts Sandbox Renders interactive pie charts and funnel charts in a sandbox UI with hover tooltips and legends. | — | 0 | — |
| ChessAgine (Stockfish) Integrates with Stockfish chess engine to provide deep positional analysis, strategic theme evaluation across material/mobility/space/king safety dimensions, and natural language descriptions of chess positions for coaching and game analysis. | — | 20 | — |
| clearway-analytics Visualization and analytics layer for ClearWay. Provides dashboards, statistics, and interactive maps to evaluate road passability data, including integration with GIS systems. | TypeScript | 0 | — |
| CMUX Agent Controls CMUX terminal multiplexer for workspace, window, and pane management with multi-agent orchestration. | — | 1 | — |