//beforeyouship - LLM cost modeling from your editor
Model the realistic monthly cost of an LLM app **before you build it**. Not a token calculator: retries, prompt caching, batch discounts, infra overhead, and…
Developer Tools MCP Servers
Website Analyzer
Website Analyzer MCP is an MCP server that lets AI analyze websites automatically by extracting DOM, CSS, responsive layouts, screenshots, and other design…
Bifrost VSCode Dev Tools
A VS Code extension provides a MCP server that exposes Roslyn language features. It enables tools like find usages, go to definition, quick info, etc.
GDD (Giggly-Dazzling-Duckling)
AI-controlled browser farm — run N isolated Chromium instances with 36 MCP tools for device emulation, screenshots, network/geolocation simulation, and…
GovData MCP
A Model Context Protocol (MCP) server that lets AI agents search, explore, and fetch open datasets from official government data portals. One unified tool…
DalexorMI
Dalexor MI is an advanced project memory system designed to provide AI coding assistants with **Contextual Persistence**. Unlike standard RAG…
depwire
Code dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency…
MCPg - Production-grade PostgreSQL MCP Server
Safe-by-default PostgreSQL Model Context Protocol server for AI agents.
DevExpress Documentation MCP Server
Search DevExpress documentation (300,000+ help topics) using natural language queries across Angular, Blazor, WPF, WinForms, ASP.NET Core, React, Vue, and more…
Neo-mcp
Neo is the first autonomous AI engineering agent that plans, researches and executes multi-step work for tasks such as building AI agents, AI model fine-tuning…
Duck Framework
The official Duck Framework MCP server provides AI assistants with rich, project-aware context for building applications using Duck Framework. It offers…
Electron Stagewright
Drive, inspect, and assert on real Electron desktop apps from an AI agent — agent-native, Playwright-style automation with accessibility refs, stable error…
Exploit Intelligence Platform MCP Server
An MCP (Model Context Protocol) server that gives AI assistants access to the Exploit Intelligence Platform — hundreds of thousands of vulnerabilities and…
Obsify
Local, privacy-preserving PII detection & redaction over MCP: the model works on shape (schemas, synthetic twins, masked output) while local code touches the…
Lean KG
A local, Rust-based Knowledge Graph MCP server. Cuts AI coding token usage by up to 98% by intelligently querying your codebase instead of sending full files.
HyperSpace
HyperSpace is a MCP stdio server that gives your local AI agent (Claude Code, VS Code Copilot, Cline, etc.) a three-tier hybrid inference chain. Unlike API…
Sieve - AI Chat History Secret Scanner
Local macOS MCP server that finds API keys and secrets leaked into Claude Code, Cursor, Copilot, and other AI tool transcripts. 9 tools: findings list, boolean…
Unity Biome MCP
Control Unity Editor from MCP clients or from chat inside Unity — 70+ tools for scenes, GameObjects, components, assets, Shader Graph, PlayTest DSL…
Cache Overflow
knowledge network for AI coding agents. Developers connect their agents to a shared pool of verified solutions — saving tokens, reducing debugging time, and…
MCP-Airflow-API
MCP-Airflow-API is an MCP server that leverages the Model Context Protocol (MCP) to transform Apache Airflow REST API operations into natural language tools…
Quantum Vibecoding
Run real quantum experiments on real quantum hardware via natural language. Three MCP servers in one PyPI package: Quantum Inspire Tuna-9 (superconducting…
TrustBench
x402 provider rankings + Ed25519-signed payment receipts + signature verification (3 tools).
ndlovu-code-reviewer
Manual code reviews are time-consuming and often miss the opportunity to combine static analysis with contextual, human-friendly feedback. This project was…
Zero‑Exposure Slack Sender (MGC Secure Edition)
A local execution vault for AI Agents: providing encrypted key authorization, encrypted task‑chain execution, and controlled external execution permissions. It…