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Science MCP servers
Science MCP servers indexed by Conduid, ranked by trust score. 6.0K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Vscode Workspace Config
Streamlined VSCode workspace configuration with integrated MCP tools for enhanced development workflows and automation
Layerzero MCP
MCP server for LayerZero cross-chain messaging protocol — omnichain transaction tools
Gmail Calendar
Gmail and Google Calendar MCP Server integration
Vin Agent
VIN: Virtual Itinerary Navigator - An MCP server for AI-powered event management.
Story
🚀 Interactive storytelling experience showing why MCP is the future of engineering. Not docs, not marketing—an experience.
Customer Support Chatbot
A Customer Support Chatbot integrating Model Context Protocol (MCP) for product/order lookups and OpenRouter for LLM reasoning. Gradio UI.
Qlc Plus MCP
MCP server that lets Claude Desktop control QLC+ professional lighting software via WebSocket — 25 tools, frame-accurate DMX sequencing, programmatic workspace generation, and a s…
Taskflow Tracker API
MCP server with TypeScript REST API for intelligent project management. Features dynamic entity discovery, natural language processing, and dev-ready AI agent integration for task…
Spotify Mcpb
🎵 AI-powered Spotify control through Claude Desktop. Enhanced smart play, user library management & playlist control. Cross-platform MCPB bundle with 22 comprehensive tools using…
Go Mssql
A secure Go-based MCP (Model Context Protocol) server for Microsoft SQL Server connectivity.
Mcpstack Jupyter
[MCP Tool] Jupyter, let the LLM perform Jupyter Notebook "reproducible" analysis — Derived from the official Jupyter MCP Server by @datalayer.tech
WinReg MCP
Unlock deeper insights into the Windows Registry with AI-powered analysis.
Invotalk Simconnect MCP
SimConnect MCP server for Microsoft Flight Simulator 2024
Builtup MCP
On-demand MCP server detecting built-up change from Sentinel-1 SAR + Sentinel-2 optical, validated against Google Open Buildings 2.5D
Audience Sync Agent
Sync audiences across ad platforms with AI agents via MCP (Amp, Cursor, Claude Desktop, VS Code)
Boilerforge
MCP-powered boilerplate registry for AI coding agents
Opnform MCP
Model Context Protocol (MCP) server for OpnForm — manage forms, submissions, workspaces, users & integrations from Claude. Runs via npx (stdio) or HTTP.
Vibe Prompt MCP
MCP server that scores and optimizes vibe coding prompts
2026 Worldcup Predictor
FIFA World Cup 2026 prediction engine: Dixon-Coles goal model, Monte Carlo simulation, MCP server, and FastAPI web UI.
Scenario Engine
MCP Server für deterministische Simulation und Szenario-Planung mit dynamischen Regeln und Persistence
Workspace Admin Auditor MCP
MCP server that audits Google Workspace roles, groups, OAuth grants, and user hygiene.
Sariea MCP
Public MCP server for Sariea — Saudi Arabia's on-demand services marketplace. Browse, register, and book directly from ChatGPT/Claude. Hosted at https://mcp.sariea.com/mcp.
Localflow
Safe execution harness for LLM agents operating on local workspaces.
Google Oauth
MCP server template with Google OAuth 2.0 authentication for Claude custom connectors. One function call gives you the full OAuth stack — you just write your tools.
Dtrack MCP
Read-mostly MCP server for Dependency-Track: AI-powered vulnerability triage with alias dedup, cross-project duplicate discovery, diff + carry-over between versions, and broadcast…
Aipush Agent Skills
Free, open, security-verified agent skills for AEO (Answer Engine Optimization) — make any site ready for AI agents. Live: aipush.app
Never Again
Stop your coding agent re-debugging the same error twice. Local-first failure memory over MCP.
Stats MCP
MCP server: descriptive statistics over a numeric array.
Developer Portal
MCP server wrapping Backstage — query service catalog, fetch TechDocs, and scaffold services via AI agents
Fine Tuning Os
Zero-Data fine-tuning operations MCP server - 64 tools for the full LLM fine-tuning delivery lifecycle, callable by Claude Code
AI Orchestrated Gis Flood Mapping
Agent-driven geospatial analysis: Claude Opus 5 orchestrating QGIS through the Model Context Protocol to audit and correct a multi-criteria flood model.
Dcc MCP Maya Procedural Architecture
High-detail procedural residential architecture for Maya, Bifrost, and Arnold
Cinch AI Security
MCP server + cross-harness skills for building and operating AI agents safely. Grounded in NIST AI RMF, CISA, OWASP, CUSTODY, LASM.
Local MCP Toolbox
Secure, read-only MCP tooling for local environment inspection with policy controls, redaction, and auditing.
Jihed Skills MCP
MCP server that serves the ai-skills engineering skill library to autonomous agents.
Mcpg Plugin Identity Oidc Core
OIDC/OAuth verification library for MCPG — discovery, JWKS, JWT/introspection and the config types the gateway validates against
Azure Vm Teams Bot
Manage Azure VMs from Microsoft Teams in plain language — MCP server + Bot Framework middleware with LLM tool calling
Procare MCP
First MCP server for the Procare child care management platform (30,000+ daycare centers, preschools, before/after-school). OAuth 2 client_credentials. 16 read-only tools for scho…
Wealvest AI
MCP-Powered Wealth Intelligence Platform
Learn MCP Agent Loop
An MCP host that owns the agent loop - a Next.js chat app that picks tools across multiple MCP servers, calls them, and loops until done
Windsurf Deepwork
Evidence-gated MCP, hooks, skills, and workflows for deliberate coding in Windsurf.
See Dance 2 Prompt MCP
Deterministic read-only MCP tools and OpenClaw Skill for Seedance-oriented prompts and reference-aware video sequences.
Mcpg Plugin Credential Oauth Id Jag
OAuth 2.0 Cross-App Access (ID-JAG) credential_issuer plugin for MCPG (RFC 8693 exchange + RFC 7523 redeem)
Dxf MCP
An MCP server giving agents structured, read-only access to DXF drawings: bills of material from block attributes, layer inventories, and drafting-standards checks.
Timeseries MCP
MCP server supporting multiple time series analysis models
Mobile Agent Bench
A pre-registered, reproducible benchmark of agent-operated mobile-device tooling: 4 MCP tool stacks, 1 confined agent, 10 frozen tasks, 2 full grids, every transcript published —…
Uml Architect
Universal Autonomous Code-to-Diagram AI Skill Agent & MCP Server. Traces API endpoints and code execution flows across any language to generate syntax-validated Mermaid.js and Pla…
Mcpg Expr
Shared CEL-backed dynamic-value engine for mcpg. Provides `DynamicValue<String>` (compiled-once at register time, evaluated per-call) and `ExprContext` (the standard variable bag…
Arcgis
Read-only Model Context Protocol (MCP) server for querying ArcGIS Online (AGOL) content and hosted feature layers.
Aladin MCP
Astronomical sky charts from the command line or an MCP server. Built on CDS Aladin and hips2fits.