Dev Tools
| Server | Language | Stars | Downloads |
|---|---|---|---|
| AIRA Git Integrates with Git repositories to enable Gitflow workflows. | — | 2 | — |
| @aiready/mcp-server AIReady Model Context Protocol (MCP) Server | TypeScript | — | — |
| AI Research Agent Autonomous research agent that combines web search, document indexing, code execution, and workspace management to gather information, analyze data with Python libraries, and generate comprehensive reports with self-evaluation metrics. | — | 17 | — |
| ai.smithery/arjunkmrm-sg-bus-test Get real-time bus arrival times for any Singapore bus stop by code, with optional service filterin… | — | — | — |
| ai.smithery/docfork-mcp @latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl… | — | — | — |
| ai.smithery/exa-labs-exa-code-mcp Find open-source libraries and fetch contextual code snippets by version to accelerate development… | — | — | — |
| ai.smithery/flight505-mcp_dincoder Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime DinCoder brings the… | — | — | — |
| ai.smithery/hjsh200219-pharminfo-mcp Look up Korean drug ingredient and product data by HIRA component and product codes via Pilldoc. V… | — | — | — |
| ai.smithery/mayla-debug-mcp-google-calendar2 Schedule and manage Google Calendar events directly from your workspace. Check availability, view… | — | — | — |
| ai.smithery/neverinfamous-memory-journal-mcp A MCP server built for developers enabling Git based project management with project and personal… | — | 12 | — |
| ai.smithery/PixdataOrg-coderide CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless… | TypeScript | 2 | — |
| ai.smithery/renCosta2025-context7fork Get up-to-date, version-specific documentation and code examples from official sources directly in… | — | — | — |
| ai.smithery/STUzhy-py_execute_mcp Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute s… | — | — | — |
| ai.wild-card/deepcontext Advanced codebase indexing and semantic search MCP server | TypeScript | 271 | — |
| AkTools Pro by tchivs Enhanced Chinese financial data server with strategy backtesting, simulated trading, and real-time market alerts. | — | 2 | — |
| Aleatoric Aleatoric Engine is deterministic market simulation infrastructure for generating reproducible, schema-stable synthetic market data used in financial research, validation, and systems testing. It prioritizes explicit configuration, reproducibility, and operational clarity over statistical novelty or predictive modeling. Given the same SimulationManifest and seed, the engine produces identical outputs, enforces strict versioned schemas at boundaries, and emits provenance metadata with every run. Outputs include L2 order books, trade events, and funding events in Parquet, JSONL, or streaming form. Aleatoric Engine is infrastructure—not a predictive system—and it does not generate trading signals, optimize strategies, or forecast prices. | — | — | — |
| Aleatoric Engine Generates deterministic synthetic market data for backtesting, stress testing, and model validation across major exchanges. | — | 1 | — |
| Algolia Integrates with Algolia's search platform using the Go SDK to provide complete access to search operations, A/B testing, analytics, collections management, query suggestions, recommendations, monitoring, and usage metrics for building search experiences and managing search infrastructure. | — | 27 | — |
| algorand-mcp Build and manage Algorand accounts, assets, transactions, and smart contracts in one place. Search documentation, retrieve on-chain data, and automate advanced flows including atomic groups and swaps. Secure wallets, develop safely on testnet, and switch to mainnet when ready. | — | — | — |
| al-mcp-server Model Context Protocol (MCP) server providing intelligent AL (Application Language) code assistance for Microsoft Dynamics 365 Business Central development. | TypeScript | 65 | — |
| Alpic Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic | — | — | — |
| AmanMCP Provides local-first semantic code search with hybrid BM25 and vector embeddings, featuring automatic project indexing and zero-config setup. | — | 3 | — |
| Android Automation Provides direct automation and control of Android devices through uiautomator2, enabling clicking, swiping, typing, and UI element inspection for mobile app testing and automation workflows. | Python | 479 | — |
| Android Build Streamlines Android project development by providing automated tools for building, testing, and running instrumented tests through Visual Studio Code extensions, enabling seamless interaction and error reporting. | Python | 6 | — |
| Android Debug Bridge Integrates with Android devices through ADB commands to enable app management, UI interaction, screenshot capture, and automated testing workflows. | TypeScript | 21 | — |