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Science MCP servers
Science MCP servers indexed by Conduid, ranked by trust score. 5.9K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Jtk
Jira CLI & MCP Server — dual-mode Go binary for Jira Cloud with 9 tools, 4 prompts, permission introspection, and dev-status API
Tw
A CLI client for Tidewave MCP servers. Every Tidewave tool becomes a shell subcommand, so any agent that can run a command can introspect your running Elixir application — no MCP…
Tonin
The one-person framework for Kubernetes microservices or MCP server.
Javalens Manager
Desktop manager for running and orchestrating JavaLens MCP servers across multiple Java projects.
Sysml Rs
A Rust implementation of the OMG SysML v2 specification: parser, semantic model, execution runtime, LSP server, CLI, and REST/MCP APIs. Pre-alpha.
Compute Engine
Computational engine with 400+ mathematical operations: calculus, linear algebra, tensor calculus, quantum mechanics, chemistry, physics, and more. 8-tool unified API with Rust/JS…
Mcpmemory
Self-hosted memory server giving Claude Code persistent, cross-project memory via MCP.
Tool Gateway Php
Generic tool gateway pattern for MCP servers - discover, introspect, and execute tools dynamically
Yii3 MCP
MCP server integration for Yii3: PSR-15 Streamable HTTP endpoint, DI tool registry, and stdio transport over the official mcp/sdk
Phpmd Warm
Warm-process MCP server for PHPMD — keeps classes + rulesets hot across calls. ~50ms warm vs ~105ms cold. Works with any MCP client.
Koii Controller
MCP server for controlling the teenage engineering EP-133 K.O. II via MIDI
OCCTMCP
MCP server for OCCT CAD modeling via OCCTSwift
365center MCP
MCP server for Microsoft 365 / SharePoint — 30+ tools giving Claude full read/write access to sites, documents, pages, metadata, navigation, and permissions.
Odysseus AI Workspace Setup
Odysseus Self-hosted AI workspace production setup, troubleshooting, optimization, and maintenance support
Etoro MCP
MCP server for the eToro public API — 105 tools across 12 selectable toolsets with gated trading and social writes
Pingpoint Freight MCP
Live truck GPS for AI agents: MCP server + TypeScript SDK for freight tracking in US trucking. Create a load over the API, the driver joins from an SMS link in a minute, then read…
Nobulex Web
Website for nobulex.com, the independent reliability registry for agent tools. The register is generated, never hand edited.
Lumerical MCP
MCP server for ANSYS Lumerical FDTD - build, validate, run and analyze photonics simulations from an AI assistant
Groundtruth MCP
Give coding agents your project's own ground truth: semantic lint, deterministic replay, seeded simulation with threshold gating, and guarded read-only queries, as MCP tools.
Prompt Boost
Open-source one-key prompt enhancement engine — turn vague ideas into structured task specs anywhere you type to an AI. CLI · MCP server · playground. Zero dependencies, BYOK, off…
Metamesh
W3C-standard ontology (SKOS/OWL/JSON-LD) + MCP server + Claude Skills. Captures business metadata once and delivers it to dbt, Semantic Layer, and AI/LLM contexts - bridging the 5…
Cadi
CADI is a universal build and linker and distribution system and content database for software artifact so humans, tools, and LLMs can discover, assemble, and verify software com…
Vetka Bridge Core
Agent bridge core for VETKA: unified tools, validation, and response contracts across MCP and runtime adapters.
Mikrotik Routeros MCP
MCP server for MikroTik RouterOS with 24 tools for multi-device management, transport fallback, and guarded write access.
Coe
Correction-of-Errors retrospective plugin for self-improving Claude after medium-to-big sessions
Across Orchestrator
Durable execution, quality gates, and evidence for supervised agent workflows.
Harmonyos Reverse Skill
HarmonyOS NEXT (ArkTS/ArkBytecode .abc) reverse-engineering toolkit — Claude Code plugin: fingerprint→unpack→strings→classes→decompile→NAPI-bridge-trace→repack. Wraps abcde + dayu…
Savee MCP Server
Plugin and registry manifests for Savee's hosted MCP server at mcp.savee.com
Overwatch AIO MCP
Overwatch hero meta, player statistics, replays, patches and OWCS Korea with sources and evidence.
D'AUBE // BRIDGE²
Universal AI skill compiler and MCP bridge. Write once, run across agents.
Officernd MCP
Read-only MCP server for the OfficeRnD coworking/flex-space management API
Agentcamp Expense Agent
From Code to Skill: a 90-minute AgentCamp workshop. Build a Copilot Studio Expense Approval Agent in VS Code, author it with natural language, and teach it with Dataverse Business…
Multisim MCP Skills
Chinese-first Multisim MCP agent skills for circuit design, simulation, debugging, verification, comparison, and reports
Defender Xdr MCP
Self-hosted, strictly read-only MCP server for Microsoft Defender XDR. Bring your own AI to your Defender telemetry — delegated per-user auth, no write path, production guardrails.
DotNetDebuggerMcp
.NET MCP 服务器：内置反编译（ILSpy）与 ICorDebug 动态调试引擎，支持断点/单步/变量读取，附 Blazor 实时调试展示面，开箱即用。
Eda Review
AI-assisted EDA review for KiCad and Altium: schematic/layout understanding, BOM sourcing, JLCPCB DFM checks, fab exports, ERC/DRC, and visual review workflows.
Shared AI Memory MCP
Self-hostable Remote MCP server for persistent shared AI memory and artifact recall across Claude, Cursor, and AI agents.
Awesome Horizon Shield
Every database, MCP server and verification ledger operated by The HORIZONs K.K. — each row with its DOI, official registry entry and daily conduct measurements. Nothing here asks…
Powerbi MCP Claude
Claude Desktop and Claude Code MCP server for Microsoft Power BI/Fabric semantic models, DAX queries, auth, and diagnostics
SSWorld
MCP server for agent-authored 3D geo scenes: write SSDL, render on a real WebGPU engine, read the frame back.
AI Workflow Audit Toolkit
Toolkit and MCP server for auditing AI coding assistant productivity in engineering sprints
Pg Admin Docker
Lab dockerizado de PostgreSQL y pgAdmin para ensenar integracion via Model Context Protocol
Bd Finance MCP
Bangladesh financial markets as an MCP server: both stock exchanges (DSE + CSE), cross-exchange price spreads, and taka exchange rates. Unofficial.
Weather Project
🌤️ Weather Agent Microservice: FastAPI + MCP backend with Streamlit chat UI. Real-time weather queries via modern microservice architecture. Docker-ready! 🚀microservices architect…
AI Workflows Portfolio
Personal AI workflows portfolio — Claude-scaffolded analytical systems with built-in verification habits. Early-career economist transitioning toward AI-native finance and analyti…
Mini Antemortem CLI
Deterministic, offline linter that catches silent traps in your prompt-eval setup — train/test leakage, judge bias, homogeneous variants — before they fake a passing score. 11 tra…
Cc AWS Keepalive
Keep Claude Code sessions alive through AWS credential expiry
Webmcp.js
TypeScript toolkit for registering typed, validated, approval-aware WebMCP tools in web apps.
Zatca Phase 2 Agent Integration
A .NET 10 Native AOT microservice for ZATCA Phase 2 compliance, featuring sub-millisecond execution and KSA data residency.
Openlander
MCP-native deployment control plane for coding agents.