MCP Servers

ToolUniverse

Science research toolkit for your AI assistant — search literature, analyze data, run experiments.

Search medical research papers across major science databases

Look up information on drugs, genes, and diseases

Needs:

Works in Claude, Cursor & other MCP clients

Data

Web/Research

1.6Kmims-harvard

mcpvault

Ask your assistant to read, search, and update notes in your Obsidian vault.

Search my notes for a specific topic or keyword

Read a specific note without opening Obsidian

Needs: Node.js runtime (v18.0.0 or later)An Obsidian vault (local directory with .md, .markdown, .txt, .base, or .canvas files)MCP-compatible AI client (Claude Desktop, ChatGPT Desktop, Claude Code, etc.)

Works in Claude, Cursor & other MCP clients

Notes

Writing

1.6Kbitbonsai

datagouv-mcp

A connector between France's open government data platform and any MCP-compatible AI assistant.

Find French government datasets about a topic I need

Ask about real estate prices in any French region

Needs:

Works in Claude, Cursor & other MCP clients

Data

Web/Research

1.6Kdatagouv

mcp-language-server

Brings your code editor's smarts into any assistant that speaks MCP.

Find where a function is actually defined

List every place a variable gets used

Needs:

Works in Claude, Cursor & other MCP clients

Coding

1.6Kisaacphi

MiniMax-MCP

Your assistant can speak, clone a voice, and generate images and video.

Turn my blog post into a narrated audio file

Generate a cover image for my newsletter

Needs:

Works in Claude, Cursor & other MCP clients

Images/Design

Other

1.6KMiniMax-AI

MemoryOS

Your assistant remembers past conversations, facts, and preferences across every session.

Have my assistant remember my name and preferences every time

Pick up a project exactly where I left off last week

Needs: Python >= 3.10conda create -n MemoryOS python=3.10conda activate MemoryOS

Works in Claude, Cursor & other MCP clients

Data

Notes

1.5KBAI-LAB

mcp-installer

A setup helper for Claude — install other tools by simply asking for them.

Install a new tool by asking for it by name

Add a tool from a folder on my computer

Needs:

Works in Claude, Cursor & other MCP clients

Coding

Other

1.5Kanaisbetts

mcp-server-kubernetes

Kubernetes clusters for your assistant — inspect pods, read logs, roll out changes.

Ask which pods are failing and why

Read the logs from a crashing container

Needs: kubectl installed and in your PATHA valid kubeconfig file with contexts configuredAccess to a Kubernetes cluster configured for kubectl (e.g. minikube, Rancher Desktop, GKE, etc.)Helm v3 installed and in your PATH (no Tiller required). Optional if you don't plan to use Helm.

Works in Claude, Cursor & other MCP clients

Coding

1.5KFlux159

codexpro

No more copying code into ChatGPT — it can read and edit your project directly.

Ask ChatGPT to find and fix a bug in my project

Have ChatGPT explain what a confusing file in my project does

Needs:

Works in Claude, Cursor & other MCP clients

Coding

1.5Krebel0789

iMCP

Turns your Mac's calendar, messages, and contacts into things your assistant can use.

Ask what is on my calendar tomorrow morning

Add a reminder without opening the Reminders app

Needs:

Works in Claude, Cursor & other MCP clients

elevenlabs-mcp

No more bouncing between apps to turn writing into finished audio.

Turn a blog post into a narrated audio file

Transcribe an interview and label who said what

Needs:

Works in Claude, Cursor & other MCP clients

Other

Writing

1.5Kelevenlabs

terraform-mcp-server

While setting up cloud infrastructure, have your AI look up Terraform module settings.

Look up documentation for a Terraform provider or module

Create, update, or delete a cloud infrastructure workspace

Needs: Ensure Docker is installed and running to use the server in a containerized environment.Install an AI assistant that supports the Model Context Protocol (MCP).

Works in Claude, Cursor & other MCP clients

Coding

1.5Khashicorp

mcp-windbg

Ask your assistant to read a Windows crash file and explain what broke.

Explain why this crash file reports an access violation

Find which driver caused the blue screen

Needs:

Works in Claude, Cursor & other MCP clients

Coding

1.5Ksvnscha

mcp-server-qdrant

Long-term memory for your assistant — save a fact once, find it later.

Save useful facts my assistant can recall later

Search my saved notes by meaning, not exact wording

Needs:

Works in Claude, Cursor & other MCP clients

Data

Notes

1.5Kqdrant

godot-ai

Turns your Godot project into something your AI assistant can build and script directly.

Build a full game scene from a plain description

Add and wire up new game objects automatically

Needs: Godot 4.5+ (4.7+ recommended)uv (for the Python server)macOS / Linux: curl -LsSf https://astral.sh/uv/install.sh | shWindows (PowerShell): powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"Prefer your package manager? uv is a popular open-source tool packaged inArch: sudo pacman -S uv

Works in Claude, Cursor & other MCP clients

Coding

Images/Design

1.5Khi-godot