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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.
Opencode Manager
Project-scoped OpenCode TUI plugin for grouping and managing MCP servers, custom agent skills, and pinned vendor skill registries.
Mandatum
Verifiable delegation for AI agents — signed chains rooted in a human sponsor, attenuating at every hop, revocable per link, and evaluated across whole action sequences.
Arena Bridge
A supervised local MCP bridge: a remote AI agent can read, patch and (opt-in) run commands in your local workspace, while every action stays on your machine, is approved locally a…
Grasshopper Agent Bridge
A closed act-measure-correct loop between an AI assistant and a live Grasshopper document: the assistant places components, then reads back the data, the wiring and the geometry t…
Mini Omega Lock
Measure your LLM judge's noise floor — an A/B improvement smaller than the judge's own noise isn't real. Pre-flight probes for prompt-eval setups; works standalone and with omegap…
TangleBrain
A local-first, config-driven LLM router across OpenAI-compatible backends you own.
Google MCP Autopilot
複製一段話給 Claude Code，7 分鐘自動部署 Google Workspace MCP
Ssyubix Agentlink
MCP project for cross-device AI agent communication via Cloudflare Workers and Durable Objects
Project Forge
Decide what to build and why — before you write code. AI Creative Director + AI Architect + Harness Engineer. Dual-harness plugin for Codex & Claude Code.
Crm Digital Fte Factory
NovaDeskAI — Omnichannel Customer Success Digital FTE powered by Groq LLaMA. Handles support tickets via Web Form, Gmail, and WhatsApp with AI responses, Kafka event streaming, re…
Enso Climate Agent MCP Comparison
Compared several Agent/MCP schemes for modeling ENSO (El Niño and La Niña) climate phenomena.
Open Agents
BUFI Minions — self-improving Gemini 3 agents with Arize Phoenix observability (OpenInference tracing, Phoenix MCP self-introspection, LLM-as-judge evals). Devpost 'Agents for Rea…
AI Setup Patterns
Where monolithic AI assistants hit their limits in production — and what to build instead.
Mellea IBM
IBM/Mellea generative-programming workspace for structured, testable LLM workflows, ReAct-style agents, MCP demos, and evaluator loops.
Building Agent Study
一个系统学习 Agent 工程的中文项目：从理论到实践，由浅入深。
Archlens
Code architecture analysis + distributed system simulation. 8 languages, 15+ frameworks, ConstellationGraph, queueing theory simulator.
PSYCHO Py800MCP
MCP bridge for oscilloscope, logic analyzer, and microscope automation. AI-driven waveform analysis and schematic-aware measurement with Claude.
Multicc Sync
Two Claude accounts on one Mac, one session list: mccsync keeps the desktop app's Claude Code sessions in step across accounts
Unified Mem
Cross-repo evolving memory for Claude Code notes that learn from outcomes, self-invalidate on code change, and show their work on a live dashboard
Personal Context Spec
A portable, human-curated context layer (user.md) for AI tools — write once, be understood everywhere.
Driftcheck
The cross-layer updater for agent skills, MCP servers, and plugins — one drift picture, one snapshotted update path, one command to undo any of it.
Dsh Workspace Overlay
Out-of-tree DeepSeek Harness plugin for workspace-scoped Cordis configuration, agent presets, and MCP routing
Bangtu Open MCP
帮图CAD建筑图纸识别MCP
App Validator
Inspect MCP servers, exercise MCP Apps, and produce reproducible validation evidence. Try the full workspace at hellomcp.ai/validator.
Freecad Bim Agent
This repository contains a MCP server that provides a bridge between AI and FreeCAD. Built on the FastMCP framework, it enables AI assistants to generate, modify, analyze, and vi…
Foundry Image MCP
MCP server for image generation and editing with GPT-Image-2.5-Sunburst in Microsoft Foundry
Centricmem Skill
Cross-agent workspace memory for AI agents
Carrystate
v0.2.0: unpack fidelity fixes (sessionless project memories land, MCP name collisions warned, no swallowed write errors), verify/unpack structural validation gate (unsupported spe…
Titan Rotation MCP
MCP server that gives your AI the Titan addon (WoW) SDK knowledge, verified spell IDs, SimulationCraft priorities and a Lua rotation validator — write rotations for any class and…
Bolsa De Carga MCP
MCP Server for Cargoffer Bolsa de Carga API - Model Context Protocol to enable AI agents and LLMs to interact with freight marketplace
Licensing MCP
Local POC: Model Context Protocol server exposing MathWorks licensing & entitlement data to AI agents — read-only query surface for customer workflows + role-gated CS write tools…
4DMCP
Local Model Context Protocol server for Cinema 4D: scene inspection, modeling, editing and visual verification. Development preview.
Hamster Hub
A local-first AI desktop assistant for Windows — iOS-style desktop takeover, AI agent workspace, password vault, todo reminders, and a built-in MCP server. Built with Tauri 2 (Rus…
Seolens
Free, AI-friendly SEO auditor. 106 checks across 22 categories. Runs as a Claude Code skill, a CLI, or in your CI. Generates a polished 8-page PDF report. MIT-licensed.
Clawlendar
Timestamp-first perpetual calendar API for AI agents across East/West calendar systems.
Cashflow MCP Server
MCP server exposing a deterministic project cash flow engine: IRR, NPV, payback, working capital, break-even and sensitivity analysis as tools an agent can call.
Lenovmail
Self-hosted mail frontend: syncs IMAP and Microsoft Graph accounts into Postgres, served over a web GUI, REST API, and MCP for AI agents.
Aargrade
Safety-first CLI for Android SDK maintainers: migrate AGP versions, verify AAR compatibility, and test real Java/Kotlin consumers across Gradle toolchains.
Ghidra Bridge
Bridge Ghidra to MCP and WebSocket JSON-RPC for program analysis and automation
Slgj Finance Engine MCP
丝路e投财务模型引擎 MCP：投融资项目全寿命财务测算与分析（21工具，Streamable HTTP，令牌鉴权）
Powerbi Agent MCP
MCP server that connects your AI agent to your own Power BI / Microsoft Fabric tenant with the guardrails in code, plus the rules and skills the agent follows to build dashboards…
ArcGis Pro MCP Free
Free local MCP bridge for ArcGIS Pro 3.5+: 68 commands, 167 MCP tools over TCP 127.0.0.1:PORT. Puente MCP libre y local para ArcGIS Pro.
Config Radar
Find MCP server configuration drift across AI coding tools. Read-only, secret-safe, and CI-friendly.
ProsperosHoard
Local media studio an AI agent can direct: drives ComfyUI, ffmpeg and Piper TTS to make consistent characters, photocards, album art and beat-cut music videos, by hand or over MCP…
Maplestats MCP
MapleStats MCP: one MCP server for Canadian public data (StatCan, Census, PUMFs, Bank of Canada, CMHC, open-data portals), in English and French.
Burnmeter
Track costs across 12 platforms via Claude Code. Ask one question, get your burn rate.
Aesop MCP
10 fables to find the truth in the negative space — pre-language meaning through association. Maps fleet events to archetypes, finds convergence, surfaces gaps.
Ghidra In Claude Code
Use Ghidra as an MCP tool in Claude Code for AI-assisted reverse engineering — decompile, rename, document, create structs against a live project
Ylang
Local-first personal AI efficiency layer — MCP server for prompt improvement, template library, usage tracking, and scoped memory.
Eos
The GitHub Org Context API — the context layer for AI across your entire GitHub organisation. TypeScript SDK, official MCP server, and CLI.