Dev Tools

Connects AI models to Sandbox Fusion environments for testing, training, and demonstrating agent interactions with simulated worlds

MCP server for controlling SAP2000 from AI agents, built on the PySap2000 SDK

by JIANGYAO-AISA

Provides AI agents access to SAP Cloud ALM through 54 tools spanning features, tasks, test cases, documents, projects, hierarchy, analytics, logs, and process monitoring.

MCP (Model Context Protocol) server for SAP DM (Digital Manufacturing) - POD (Production Operator Dashboard) 2.0 Extension Development

by blumenkuebel

A standard MCP server for SAST/DAST tools (Bandit, njsscan, Bearer, Semgrep, Trivy, CodeQL, Checkov, Gitleaks, OSV-Scanner, Grype, OWASP ZAP) — scan code for security vulnerabilities from any AI agent

by Abdellah

MCP server for ScanPay code security scanning with x402 payments

by alextaghiashvili

Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI.

MCP server for SpecShot — lets Claude Code, Claude Desktop, and Cursor fetch approved design concepts with brand tokens and a ready-to-build prompt.

by pelezo

Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS (SwiftUI + RealityKit), and Web (Filament.js + WebXR). 63 tools across 6 multiplexed MCPs: - **sceneview-mcp** — 26 free tools (samples, guides, validator, code analysis, search) + 7 Pro tools (scene gen, 3D artifacts, multi-platform setup) - **automotive-3d-mcp** — car configurators, AR showrooms, HUD overlays, parts catalogs - **gaming-3d-mcp** — character viewers, level editors, physics, particle effects - **healthcare-3d-mcp** — anatomy, surgical planning, dental, medical imaging, molecule viewers - **interior-design-3d-mcp** — room planners, AR furniture placement, lighting design - **rerun-3d-mcp** — live AR debugging through Rerun.io integration Free tier covers all read-only docs/samples/validation tools. Pro tier (€19/mo) unlocks scene generation, vertical packs, and the full multi-platform setup wizards. Subscribe at https://sceneview-mcp.mcp-tools-lab.workers.dev/pricing.

Local stdio MCP server for Schemyx codebase scan context.

by itscayman

MCP server component for Schift AI Memory.

by ubermensch1218

Search 600,000+ CS/AI/ML research papers with LLM-generated novelty analysis, without leaving Claude Code, Cursor, or any MCP client. Built for researchers running a literature review where they already work: search, trace citations, pull full text, and export BibTeX in the same session.

by YGao2005

Local academic paper MCP server — 9-source search, multi-source download, AI analysis, translation, citation graph, code-based paper recommendation

by 45645678a

Sciverse MCP server — exposes academic paper retrieval (search_papers / semantic_search / read_content) to MCP-compatible coding agents (Claude Code, Cursor, Codex CLI, Windsurf, ...).

by sciverse2026

MCP server for codebase analysis

by GitHub Actions

MCP server for Scrapy request inspection and debugging

by Fabien Vauchelles

MCP server for ScratchRun — ephemeral MicroVM code execution for AI agents

by ar_blues_dev

Code Intelligence MCP Server — multi-agent SDLC pipeline with semantic memory, code graph, and draw.io integration

by dnguyenminh1975

Symbol Delta Ledger MCP Server - Cards-first code context for polyglot repositories

by glitterkill

MCP server that indexes codebases into an AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing

by sdsrs

MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delivers: - 163 curated datasets (Department of Statistics Malaysia + sources) - Programmatic tools: discover, query, get latest, correlation, ARIMA forecasts (with fallback) Benefits: Accessibility - Economists, analysts, and policymakers can interact without technical barriers. Speed - Instant retrieval of complex datasets. Ability to support forecast and correlation features. Integration - Enable integration to dashboards that supports MCP. Sample Queries 1. What are the monthly CPI trends overall and by division (food, transport, housing)? 2. Which items are driving food inflation vs core inflation? 3. How sensitive is GDP growth to changes in key subcomponents (investment, consumption)?

Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.

by searchcode

MCP Server for search-docs - Claude Code integration

by GitHub Actions

Provides code review and analysis using Google Gemini models with streaming responses, context caching, multi-turn sessions, and web search capabilities.

Standalone SecureCode MCP server — scan, map, fix, and attack tools for AI coding assistants. Works without the VS Code extension.

by usesecurecode