Development Tools

A natural language interface for single-cell RNA sequencing analysis using the Scanpy library, enabling complex transcriptomics workflows like preprocessing, clustering, and visualization via the Model Context Protocol.

MCP (Model Context Protocol) Server. Provides web search capabilities and webpage content extraction through Google Custom Search API, enabling access to search results and cleaned webpage content with minimal setup.

MCP (Model Context Protocol) Server. Provides a headless browser interface for testing and analyzing frontend applications, enabling screenshot capture, DOM extraction, CSS analysis, accessibility testing, and responsive design verification across different viewports.

A Temporal-powered orchestration server that manages complex multi-workspace Terraform deployments with dependency resolution and output propagation.

An MCP server that assists developers in writing Milvus SDK code by providing intelligent code generation, ORM-to-client conversion, and cross-language translation using the latest indexed Milvus documentation.

A privacy-focused local memory MCP server that provides persistent storage, session management, and fuzzy search for user preferences, prompts, and code changes using local JSON files.

A robust PostgreSQL MCP server for database exploration, querying, and performance analysis with built-in SQL injection prevention and read-only safety modes.

A multi-account Jira MCP server that allows connecting to multiple Atlassian Jira instances simultaneously and routing tool calls via account aliases.

Provides AI agents with a persistent internal dynamical state and emotional reservoir that evolves based on text interactions. This server enables agents to maintain a consistent affective substrate across sessions through tools that track phase coherence and emergent emotional vibes.

A tool-based MCP server that integrates Perplexity AI's high-performance search models into Claude, offering tiered search complexity from quick facts to deep research analysis with automatic citation handling.

An intelligent MCP server that provides specialized filesystem operations through ReAct sub-agents.

A comprehensive MCP server for Excel automation, providing specialized tools for workbook lifecycle management, worksheet manipulation, and granular cell range operations including filtering and data writing.

A specialized MCP server that integrates industry-standard penetration testing tools like Nmap, Nuclei, and Hydra for automated security assessments and vulnerability discovery.

Integrates with SpinQ's quantum computing cloud platform to construct, compile, and execute quantum circuits using QASM on real hardware and simulators.

A production-ready MCP server for Okta administration offering dual-mode operation for either standard tool interaction or autonomous agent workflows with secure, sandboxed code execution.

MCP (Model Context Protocol) Server. Plays customizable audio notifications when code generation completes in the Cursor editor, eliminating the need to visually monitor for completions.

A tool for saving and organizing AI development sessions as Markdown files, structured by IDE, date, and description for easy retrieval and persistence.

An MCP server designed for React Native and Expo development that provides specialized tools for project scaffolding, architectural best practices, and troubleshooting. It enables AI assistants to guide users through setup, navigation configuration, and CI/CD processes using modern stacks like NativeWind and Zustand.

A comprehensive MCP server for precise Jupyter notebook manipulation, enabling position-based cell operations and bulk editing with native VS Code synchronization.

A robust web scraping server that utilizes headless Chrome to extract content from modern JavaScript-heavy websites and single-page applications, optimized for LLM processing by converting to Markdown or clean HTML.

A productivity-focused MCP server that automates the generation and management of daily work logs by collecting session data from AI tools like Claude Code, Kiro, and Cursor.

A comprehensive MCP server for managing App Store Connect and Google Play Console workflows locally. It enables AI clients to handle ASO metadata syncing, app registration, and release version management through specialized CLI tools.

A comprehensive persistent memory layer for AI coding assistants that enables pattern tracking, long-term solution recall, directive enforcement, and secure secret management across development sessions.

Provides 78 tools for AGI experiments based on universal physics principles like entropy and criticality. It enables advanced long-term memory management, diversity-focused information retrieval, and meta-cognitive monitoring for self-improving AI systems.

A specialized MCP server designed to facilitate seamless collaboration between AI agents through structured task handoffs, progress tracking, and automated documentation management.

A comprehensive Git interface for MCP clients that enables full repository management including commits, branch control, and remote operations through natural language.

A production-grade MCP server for intelligent task orchestration, featuring session-based workflow tracking and a precision evaluation scoring system for AI-driven project management.

A comprehensive MCP server for China's AutoNavi (Amap) mapping service, providing geocoding, multi-modal route planning, and location-based data services.

An MCP server that integrates with the Google Play Console API to manage app listings, releases, user reviews, and performance statistics through natural language.

A semantic code intelligence and workspace management framework that provides tree-sitter based structural analysis and a 'Workspace TUI' for token-efficient agent interactions.