Development Tools

MCP (Model Context Protocol) Server. Implements a file-based project context management system that maintains persistent memory across sessions through structured markdown files for tracking progress, decisions, and system patterns.

A tool-rich MCP server that integrates with the YouTube Data API to search videos, retrieve transcripts, analyze channel statistics, and track engagement metrics.

A specialized MCP server for advanced audio and video processing, providing tools for high-fidelity text-to-speech, voice cloning, multilingual video dubbing, and automated subtitle management.

MCP (Model Context Protocol) Server. Integrates browser automation with natural language commands for web scraping, form filling, and visual interaction tasks.

Run load testing using Apache JMeter via MCP-compliant tools.

Interact with Codacy API to query code quality issues, vulnerabilities, and coverage insights about your code.

web GUI for securely managing local Opencode configuration

A data-driven MCP server that orchestrates complex software development workflows by combining custom system prompts with sequences of tools across multiple MCP servers using YAML configurations.

A comprehensive MCP server providing tools to manage connected Android devices via ADB, including file system operations, package management, and device utility functions like screenshots and speed checks.

A Google Lighthouse MCP server that enables automated web performance auditing, accessibility checks, and SEO analysis directly within LLM workflows.

A robust reasoning and project memory server that provides structured thinking, persistent knowledge graph capabilities, task management, and integrated web research via Exa.

A flexible library that automatically converts Pydantic models into MCP, gRPC, and Connect-RPC services, enabling AI assistants to interact with Python objects as tools without manual protobuf definition.

A utility server that chains multiple MCP tools in sequence, allowing results to pass between them using JsonPath to reduce token usage and LLM round-trips.

A specialized MCP server for SAP UI5 development that enables AI agents to scaffold projects, access API documentation, lint code, and follow best practices.

A 'Roaming RAG' server that enables intelligent codebase exploration by chunking files into logical components like functions and classes for precise LLM searching without embeddings.

MCP (Model Context Protocol) Server. Integrates with Kubernetes clusters to manage resources, retrieve pod logs, execute commands in containers, and apply YAML manifests with configurable timeouts and rate limiting for DevOps automation and cluster monitoring.

A utility MCP server that provides LLMs with comprehensive time awareness, including timezone conversions, timestamps, and relative time calculations.

MCP (Model Context Protocol) Server. Provides access to Quranic scripture, translations, commentaries, and audio recitations through the Quran.com API for seamless Islamic text reference and study.

A specialized MCP server for Astro project development that provides models with runtime server info, up-to-date documentation, routing details, and Vite configuration analysis.

Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. Exposes Neumann series, push, and hybrid random-walk algorithms with npm/npx CLI and Flow-Nexus HTTP streaming for swarm cost propagation and verification.

A Python REPL environment that allows for persistent execution of code snippets across sessions, capturing output and maintaining state for interactive development.

A multi-modal toolkit for Claude Code and GLM that adds image/video analysis, image generation, web searching (via Perplexity/Sonar), and SiYuan Note integration.

A comprehensive MCP server for Umbraco CMS that provides deep integration with the Management API, allowing AI agents to perform back-office tasks like managing documents, media, data types, and server configurations.

Daem0n-MCP provides AI agents with persistent, semantically indexed memory to track decisions, rules, and outcomes across sessions. It actively prevents repetitive mistakes by enforcing context checks and prioritizing information about past failures during recall. Best for Claude Code.

A specialized MCP server built on ableton-js that provides real-time control over Ableton Live's Arrangement View, enabling AI-driven track management, MIDI editing, and audio recording operations.

MCP (Model Context Protocol) Server. Provides direct access to Turkish university and program data through YokAtlas API integration for informed higher education application decisions.

MCP (Model Context Protocol) Server. Provides secure remote access capabilities for executing commands, transferring files, and managing connections on remote systems via SSH.

A Model Context Protocol server for the YApi platform that enables AI assistants to search, view, create, and manage API documentation directly within development tools.

A comprehensive MCP server providing a bridge to the GeoServer REST API for managing geospatial data, workspaces, layers, and styles, while enabling spatial queries and map generation.

A comprehensive observability MCP server for SigNoz, providing tools to query and manage metrics, traces, logs, alerts, and dashboards using natural language.