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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.

6.0K
live servers
35
avg trust
258K
most stars
4301

Claude For Word Desktop

Integrate Claude AI into Microsoft Word to write, edit, and summarize documents directly within your desktop application.

34
4302

Python Clang MCP

Claude Code plugin: C/C++ code introspection via libclang. Macro expansion, record layout, AST queries, bitfield audits — gaps that clangd-via-LSP doesn't expose.

34
4303

Wrench Plugins

Official Wrench.ai Claude Code plugin marketplace — B2B intelligence, lead scoring, outreach, feature specs, bug audits, SEO, and data engineering review

34
4304

Xpntl

xpntl

xpntl — the coordination layer for human + AI engineering teams (open core, BSL-1.1)

updated a month ago
34
4305

Harness Engineering Lab

Evidence-first, local-first Windows Agent Harness with persistent conversations, controlled tools, verification, and plugins.

34
4306

Datahub Repair Agent

Schema-drift auto-repair agent for DataHub: detects column renames/retypes/drops, computes the true blast radius from column-level lineage, rewrites dbt SQL and Airflow DAG code w…

34
4307

PyThermoCalcDB NASA MCP

PyThermoCalcDB-NASA-MCP is a Model Context Protocol server for running selected pythermocalcdb-nasa thermodynamic calculations from agents and MCP-compatible clients.

34
4308

LLM Ladder

Cascading confidence-gated router across tiered local LLMs — escalates to a bigger model only when self-consistency voting drops below threshold, logging a cost-savings ledger.

34
4309

Best Of Breed Atlas

Best-of-breed OSS implementation atlas: 100 production codebases, 50 cross-cutting concerns, 535 SHA-pinned verified citations. Ships as a reference doc + MCP server.

34
4310

Rotate Env

Bulk-rotate a leaked API-key env var across every .env and .mcp.json, safely. Dry-run by default, never prints the secret; agent- and CI-safe.

34
4311

TaskHandoff

DeepSeek-friendly long-task project memory & cross-session handoff Skill for coding agents

34
4312

Micromux

Micromux is a microservice multiplexer with an MCP for your terminal

34
4313

AI Dotnet Day

devrel-kr

Microsoft AI .NET Day 발표자료 리포지토리

updated a year ago
34
4314

Capabilities Checker

jhgaylor

CLI tool that introspects an MCP server's advertised capabilities.

updated a year ago
34
4315

Nbody Cuda

Parallel N-Body algorithm with CUDA. Modern Computing for Physics - 2025 - UniPD

34
4316

Rss MCP Client

gperdrizet

LLM agent RSS feed reader client using Model Context Protocol.

updated a year ago
34
4317

Claude Google Workspace Config

Konfiguracja integracji Claude Desktop z Google Workspace

34
4318

Iconhash Skills

Favicon hash calculator for cyber-space mapping — supports SKILLS, CLI, Go SDK, MCP/API integration. Calculate MMH3 hashes and identify web services via favicon fingerprints.

34
4319

Climatewatch Gateway

Amandabezsiv

Microservices-based API Gateway for weather data, favorites, and alerts, with OAuth2 authentication and LLM integration via MCP.

updated a year ago
34
4320

Chatmcp Lp

la-rebelion

Waiting list registration for chatMCP 🤖

updated 10 months ago
34
4321

Azure Resource Verifier MCP

An AI assistant for verifying Azure resources across regions through the Model Context Protocol

34
4322

AzureMCP Demo

Sample Azure MCP server in TypeScript and Python3

34
4323

A555mcp

acidghost

:peach::robot: A 555 MCP security playground

updated 2 months ago
34
4324

Authorization

A complete Java implementation of the Model Context Protocol (MCP) authorization specification with OAuth 2.1 and dynamic client registration support

34
4325

Claude Gsuite Admin MCP

ringo380

Comprehensive Google Workspace Admin MCP Server for Claude CLI - 31 administrative tools for user, group, device, and security management

updated 3 months ago
34
4326

Claude Context Continuity

tethiro

MCP server that maintains conversation context across Claude CLI calls

updated a year ago
34
4327

Linuxlens MCP

Agent-native Linux observability and OS policy simulation through MCP.

34
4328

MesaYa

StevSant

Restaurant reservation platform — digital menus, real-time table availability, online booking. Built as microservices: NestJS auth, GraphQL gateway, chatbot, MCP server

updated 9 months ago
34
4329

Rs

MCP tool server

34
4330

App Python Distributed Agents Lab

Multi-microservice demo showing distributed agents implemented in Python (FastAPI), demonstrating three communication transports: MCP, socket, rabbitmq

34
4331

Github Review

A powerful Model Context Protocol (MCP) server for automated GitHub Pull Request reviews. Delivers in-depth code analysis, security scanning, and actionable insights to ensure hig…

34
4332

FiveQ

🎯 FiveQ is an question generator that creates batches of 10 questions using MCP and Claude with an integrated 5-second timer. Built with React TypeScript and Vite, featuring respo…

34
4333

Mcpaccess Core

Core library for Model Context Protocol (MCP) access control. Includes essential types, interfaces, and utility functions to build consistent authentication and authorization acro…

34
4334

Wicket

trofkm

Simple forward path authorization.

updated 3 months ago
34
4335

MagicSmokeMCP

twitzelbos

Allow AI agents to release the magic smoke!

updated a year ago
34
4336

Compliance Log Schema

lokryn-llc

Protocol Buffers schema for compliance-grade audit logging. Built for SOC2, HIPAA, PCI. First-class support for AI/agent systems.

updated 10 months ago
34
4337

Spring Boot Claude Integration IA

Implémentation d'un serveur MCP (Model Context Protocol) avec Spring Boot et Spring AI pour permettre à Claude Desktop d'accéder à des outils personnalisés.

34
4338

Tatc MCP

MCP server for satellite ground-track generation with TAT-C and CelesTrak.

34
4339

Pconf Sparse

tienmt

Sparse classification with positive-confidence data: Lasso, SCAD, MCP

updated 9 months ago
34
4340

Coupang Delivery Bookkeeping

u2em

쿠팡 퀵플렉스 화물 개인사업자 일일 장부 관리 — AI 에이전트 연동 자연어 회계 도구

updated 2 months ago
34
4341

Ew Extensions

adobe-rnd

A repo to host Experience Workspace ecosystem extensions and apps

updated 2 days ago
34
4342

Promptic

MCP tool that analyzes your prompts — scores quality, reveals what AI inferred vs. missed, and tracks improvement over time. Works with Claude Desktop & Claude Code.

34
4343

Norma MCP Server

NORMA MCP Server — EU compliance corpus across 8 frameworks via MCP. By Kynosure.

34
4344

606data

gblush

MCP Server for interacting with the Chicago Data Portal

updated 5 months ago
34
4345

Pytest Resilience Agent

pytest plugin that runs your LLM app under controlled chaos (timeouts, brownouts, rate limits, MCP errors, composed failures) and asserts it still meets its contract

34
4346

Immo Agent Skills

immoJUMP

25+ KI-Skills für den deutschen Immobilienmarkt -- von der Objektprüfung bis zur Anlage V. Strukturierte AI-Prompts für Claude, ChatGPT und jedes LLM.

updated 3 days ago
34
4347

Personal Assistant Kit

joegarvey-pm

Open-source kit that turns any MCP-capable AI assistant into a personal chief of staff — inbox processing, email triage, meeting pipelines, and weekly reviews across your real too…

updated 8 days ago
34
4348

Stoa Spec

Stoa — the open substrate for agent-readable SaaS. Spec CC-BY-4.0; runtime, SDKs, conformance suite, federated registry all Apache-2.0. By Vext Labs.

34
4349

Promptune

kayumuzzaman

Local-first CLI that rewrites rough prompts into precise ones before they hit your AI — rule-based, local, or cloud. MIT.

updated 4 months ago
34
4350

Crobot

CRoBot - AI code reviews, your way. Choose your AI agent, git platform, and workflow. Open-source CLI, no per-user fees.

34
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