MCP servers for AI agents

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an access level with its reasons.

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Found: 3090

A Python MCP server for SolidWorks: 156 tools for parts, assemblies and drawings through the COM API, each with a support level.

Extended access99Repository stars
Official

An MCP server for ROS 2: the agent inspects robot topics, services and actions, reads maps and point clouds and can drive it

Broad access99Repository stars

A monitoring platform for SQL Server, MySQL and PostgreSQL with an 11-tool MCP: the agent reads metrics, not the databases.

Extended access99Repository stars

Read-only MCP servers for order, refund and ad data from Chinese platforms: Douyin Shop, Taobao, JD, Kuaishou and others

Extended access99Repository stars

Cairn distills skill documents into a knowledge graph and serves it to agents over MCP, saving their context.

Extended access99Repository stars

An MCP server of science agents: Claude Code analyzes spectra and images, plans experiments and prepares DFT calculations

Broad access99Repository stars

A small Node.js Blender MCP: a stdio server sends Python code to Blender over TCP, reads the scene and pulls Poly Haven assets

Broad access99Repository stars

Inkscape MCP

inkscape-mcp

An agent creates, edits, layers, animates and exports SVG through Inkscape without the interface. An MCP server, stdio and HTTP

Extended access99Repository stars

A local MCP server for Mac: Claude, Codex and ChatGPT work in apps, files, terminal and browser under your permissions

Broad access98Repository stars
Official

Korean taxes computed by code and not by a model: 109 tools for corporate, income and VAT tax with a statute in the answer

Extended access98Repository stars

BibTeX verification against Crossref, OpenAlex, PubMed and arXiv: a CLI, Python API and MCP server to flag wrong references

Extended access98Repository stars

An MCP server that runs sub-agents defined in Markdown through Codex, Claude Code, Cursor CLI and other CLIs from any MCP client

Broad access98Repository stars
Official

MCP PDF from ComPDF: the agent converts PDFs and images to Word, Excel, Markdown and JSON and merges, splits, protects and compares files via a cloud API

Broad access98Repository stars

A Python bootstrap library for time series with an MCP server: series diagnostics and a confidence interval without writing code

Minimal access97Repository stars

The MCP server of the seerai Zotero plugin gives outside agents 46 tools: library and scholarly search, reviews and a workspace.

Broad access97Repository stars

MCP server for Godot 4: headless scene editing and running the game with screenshots, input and profiling, no addon needed

Broad access97Repository stars

AgentDB keeps agent memory in an .rvf file and, with 41 MCP tools, recalls past solutions while learning from feedback

Extended access97Repository stars

A server-side web job runner with an MCP endpoint: Claude Code runs jobs and workflows, reads their results and answers notes

Broad access97Repository stars

An enhanced Blender MCP build: work with a live Blender and with saved .blend files without a UI, runtime bpy API lookup and the BlenderBench test suite

Broad access97Repository stars
Official

Preloop is an open source agent control plane: an MCP firewall, a budgeted model gateway and event-driven agent runs.

Broad access96Repository stars
Official

Uizze gives coding agents design skills for web and iOS and an MCP with reference app screens, fonts and icons.

Extended access96Repository stars

An MCP server with 474 tools links an AI client to Ableton Live 12: set editing, version comparison and memory of kept choices.

Extended access96Repository stars

An unofficial headless MCP server for Screaming Frog: run crawls, export and analyze data with nine tools and no file write access

Extended access96Repository stars

Frequently asked questions

What is an MCP server?

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.

How do I connect an MCP server to an agent?

The card lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.

Do I need a key or a paid account?

It depends on the server. Each card states the auth method and requirements, including paid accounts, in the limitations block.