Development Tools

A specialized MCP server that dynamically transforms Markdown templates (like GitHub Issue templates) into MCP tools and FastAPI endpoints using Jinja2 rendering.

A specialized toolset for migrating test automation projects from WebDriverIO to Playwright using AST-based transformations, Page Object Model refactoring, and project-wide analysis.

An MCP server that enables natural language interaction with Cisco network devices via Netmiko, allowing users to manage configurations, monitor resources, and check interface statuses.

A robust MCP server for generating customizable PNG test images with smart contrast dimension overlays and optional labeling. It supports hex colors, dimensions up to 4096px, and automatic directory creation.

A template for deploying unauthenticated Model Context Protocol (MCP) servers on Cloudflare Workers, designed for quick experimentation and tool integration with Claude Desktop and Cloudflare AI Playground.

A robust integration for Oomol Connect that provides tools for executing complex workflows, managing blocks and packages, and handling file-based tasks with real-time monitoring.

A tool that enables intelligent exploration of GraphQL APIs through fuzzy search, type discovery, and detailed field-level introspection for enhanced development workflows.

A comprehensive MCP server providing over 40 tools to manage n8n workflow automation including workflows, executions, credentials, tags, variables, projects, and Git source control.

Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools for web scraping, web/image/academic search, content extraction, screenshot capture, document reranking, and semantic deduplication.

Provides paper search, PDF link retrieval, and content parsing for arXiv research papers, enabling seamless access to scientific literature through the Model Context Protocol.

High-quality image generation server using Ideogram V3 via Replicate, supporting advanced features like inpainting, style transfer with 60+ presets, and localized image storage.

A tool for schema-aware JSON exploration that flattens nested structures and uses heuristic search to map field paths, designed to accelerate ETL and API onboarding workflows.

Provides access to Allen Institute for Neural Dynamics (AIND) metadata assets through MongoDB queries, NWB file exploration, and AI-powered data summaries.

A specialized MCP server for efficiently serving project documentation to AI agents on-demand, featuring keyword search and security protections against path traversal.

An MCP server that provides Google Search grounding via Gemini AI and explores Connpass user data, including event participation, speaker history, and group memberships.

A technical SEO audit and intelligence server that integrates real-time site analysis and Google Search Console data directly into developer workflows for local and production environments.

External Brain for AI Agents - persistent versioned memory for creators

Enables natural language management of Hammerspace storage clusters with automated file ingestion, tagging, tier management, and vector embedding generation. Supports real-time file monitoring, multi-format document processing, and Kubernetes-based ingestion workflows with Milvus integration.

An MCP server that enables Claude Code to leverage Google Gemini models via an OpenAI-compatible API for reasoning, brainstorming, and code reviews.

Provides access to Formula 1 data including driver and constructor championship standings with support for current and historical seasons. Enables users to query F1 championship information through natural language with plans for expanded race data and telemetry.

An MCP server that enables conversational access to Lumar SEO crawl data via its GraphQL API. It allows users to query projects, inspect crawl metrics, pull URL-level SEO data, and generate reports using natural language.

Semantic + structural code search MCP server for AI-native development.

Provides integration with Graylog, enabling AI assistants to search and analyze logs using Lucene queries, stream-specific retrieval, and smart UUID/trace ID lookups.

A technical MCP server for converting YouTube videos to MP3 audio files with support for video title retrieval, status tracking, and customizable quality or time range settings.

A template for deploying an authentication-free Model Context Protocol (MCP) server on Cloudflare Workers, serving as a foundation for building custom remote tools accessible via SSE.

A comprehensive Model Context Protocol server providing full access to the Airtable Web API, including management of bases, tables, fields, and enterprise-grade features like webhooks and audit logs.

A robust integration that connects Blender to Claude using MCP, enabling AI-powered 3D modeling, material manipulation, and scene automation through direct Python execution and asset integration.

Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.

An MCP server that wraps the cursor-agent CLI to perform repository analysis, code search, and planning. It reduces host AI context costs by offloading complex workspace processing to a specialized local agent.

A comprehensive metrics server that analyzes Git repositories to provide insights into team health, code quality, collaboration patterns, and technical debt through natural language queries.