Development Tools

A low-latency Retrieval-Augmented Generation (RAG) server that provides semantic document search and AI-powered summarization using ChromaDB and OpenAI-compatible embeddings.

Flint is a note-taking app that helps you capture ideas, connect them together, and make them part of how you think.

An MCP server that provides fast text classification and category management using Model2Vec static embeddings. It supports both single and batch processing with the ability to dynamically manage custom categories.

A context-aware data pipeline generator that scaffolds PyAirbyte code to move data between 600+ Airbyte sources and destinations or into Pandas DataFrames.

Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.

mcp2ws dynamically converts legacy SOAP/XML web services into MCP-compatible tools by parsing WSDL files. This allows AI assistants to interact with older web services using JSON-based tool calls.

Relay is a desktop application for managing Model Context Protocol (MCP) servers. It provides a user-friendly interface to configure, enable/disable, and export MCP servers for use with Claude Desktop and other AI applications.

A robust MCP server for Bybit v5 API integration, allowing AI agents to perform real-time market analysis, automated trading, and account management across Spot, Linear, and Inverse categories.

An MCP server that provides persistent project context, workflow management, and knowledge capture for AI coding agents. It enables agents to maintain structured memory across sessions by tracking project profiles, conventions, skills, and technical debt.

🎨 Intelligent UI component design selection tool built on Model Context Protocol (MCP). Compare 3 designs with automatic CSS framework detection, adaptive layouts, and real-time selection. Perfect for design systems and A/B testing.

An MCP server that provides access to the Koleo API for Polish train timetables, including station information, departures, and arrivals. It allows users to search for connections, view train routes, and access real-time timetable data and seat occupancy statistics.

A local Model Context Protocol server that enables interaction with the Meta Marketing API to manage ad accounts, campaigns, and creatives. It provides tools for targeting research, insight reporting, and campaign management through local MCP clients like Claude Code and Cursor.

MCP Jira DevFlow - Project for Jira integration with MCP

MCP (Model Context Protocol) Server. Integrates with NOAA's oceanographic and meteorological APIs to provide access to water level data, tide predictions, currents, weather measurements, station information, and celestial calculations for maritime applications.

MCP (Model Context Protocol) Server. Provides a secure Docker-based environment for executing code in isolated containers, enabling safe running of commands and scripts in any language with robust error handling and resource management.

A comprehensive MCP server for Cisco Intersight that enables full infrastructure lifecycle management including server provisioning, telemetry monitoring, policy orchestration, and security health auditing through a safe 'Core' or full 'All Tools' mode.

A comprehensive MCP server for Apache Airflow (versions 2.x and 3.x) that provides AI assistants with tools for DAG management, task execution logs, and system health diagnostics.

FastApply is an enterprise-grade MCP server providing intelligent code editing, AST-based semantic search, and comprehensive security/quality analysis through local LLM integration and high-performance tools like ripgrep and ast-grep.

A robust web extraction server that enables LLMs to scrape single pages, crawl entire websites, and perform web searches with configurable engines like Playwright and Puppeteer.

A robust MCP server providing interactive shell sessions with full terminal emulation (PTY), enabling LLMs to run persistent commands and manage interactive programs like vim or htop.

MCP (Model Context Protocol) Server. Provides a Bayesian Monte Carlo Tree Search engine for systematic exploration of different angles and interpretations, balancing exploration versus exploitation through probabilistic approaches that evolve through multiple iterations.

A comprehensive suite of MCP servers for managing homelab infrastructure, including Docker containers, Unifi networks, Pi-hole DNS, Ollama instances, and UPS power monitoring via Ansible integration.

Provides LLM agents with comprehensive access to Obsidian vaults via the official Obsidian CLI bridge. It enables users to read, search, and modify notes, tasks, properties, and plugins while the Obsidian desktop app is running.

Integrates with the Dune API to provide comprehensive blockchain data analysis for EVM and Solana networks, including wallet balances, transaction history, and token distribution metadata.

A comprehensive MCP server enabling AI agents to manage cryptocurrency payments via Bitnovo Pay, including on-chain address generation, status tracking, and high-quality QR code creation with integrated webhook support.

MCP (Model Context Protocol) Server. Provides SQL Server database schema exploration tools for retrieving tables, columns, and relationships through connection strings configured in appsettings.json

A comprehensive MCP server enabling AI assistants to interface with SurrealDB databases, supporting SurrealQL queries, CRUD operations, and complex graph relationship management.

A specialized MCP server for interacting with the International Image Interoperability Framework (IIIF), allowing users to fetch manifests and retrieve specific full or cropped image regions for analysis.

MCP server for searching and analyzing Claude Code conversation history

A specialized MCP server for managing Lokalise translation projects, allowing users to programmatically add keys, default values, and platform specifications through natural language interfaces.