Best MCP Servers for LLM & Model Serving (September 2026)

Nerq found 7,213 MCP servers for llm & model serving, ranked below by GitHub stars and weighted compliance score across 52 global AI jurisdictions. The top-ranked MCP server for llm & model serving is williamzujkowski/strudel-mcp-server with 158 stars and a trust score of 80/100. MCP servers for interacting with large language models, model serving, and AI inference APIs.

7,213 servers in this category | Data from Nerq

Top 20 MCP Servers for LLM & Model Serving

#	Name	Stars	Trust	Author	License	Description
1	williamzujkowski/strudel-mcp-server	158	A 80	williamzujkowski	MIT	A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assist
2	harbor	2,424	B 79	av	Apache-2.0	Brings a complete LLM stack with hundreds of services.
3	mark3labs/mcp-go	8,181	B 78	mark3labs	MIT	A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM a
4	54yyyu/zotero-mcp	1,461	B 78	54yyyu	MIT	Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model
5	minecraft-mcp-server	467	B 77	yuniko-software	Apache-2.0	A Minecraft MCP Server that allows AI assistants to automate tasks in the game.
6	yamadashy/repomix	22,002	B 76	yamadashy	MIT	📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perf
7	rohitg00/awesome-devops-mcp-servers	942	B 76	rohitg00	MIT	A curated list of awesome MCP servers focused on DevOps tools and capabilities.
8	photoshop-python-api-mcp-server	162	B 75	loonghao	MIT	A MCP server for Adobe Photoshop enabling LLM-driven image editing and task automation.
9	CoderGamester/mcp-unity	1,343	B 75	CoderGamester	MIT	Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code,
10	freecad-mcp	514	B 74	neka-nat	MIT	FreeCAD MCP server for controlling FreeCAD from Claude Desktop.
11	a-bonus/google-docs-mcp	314	B 74	a-bonus	MIT	The Ultimate Google Docs, Sheets & Drive MCP Server. Google Docs MCP is an MCP server (primarily for
12	mcp-manager	280	B 74	amxv	MIT	A web UI for managing Model Context Protocol servers in the Claude Desktop app.
13	FuzzingLabs/mcp-security-hub	410	B 73	FuzzingLabs	MIT	A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra
14	unity-mcp-server	17	B 73	akiojin	MIT	Unity MCP Server automates Unity Editor workflows using LLM-based clients.
15	CoplayDev/unity-mcp	6,132	B 73	CoplayDev	MIT	Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with y
16	zinja-coder/jadx-mcp-server	291	B 73	zinja-coder	Apache-2.0	MCP server for JADX-AI Plugin
17	farion1231/cc-switch	19,030	B 73	farion1231	MIT	A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode & Gemini CLI.
18	rekog-labs/MCP-Nest	578	B 72	rekog-labs	MIT	A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, r
19	mcp-server-for-revit-python	88	B 72	mcp-servers-for-revit	MIT	A Python implementation of the Model Context Protocol for Autodesk Revit, facilitating interaction w
20	yusufkaraaslan/Skill_Seekers	9,717	B 72	yusufkaraaslan	N/A	Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic c

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About MCP Servers for LLM & Model Serving

MCP servers for interacting with large language models, model serving, and AI inference APIs. Nerq tracks 7,213 MCP servers in the llm & model serving category, each assessed against 52 global AI regulations including the EU AI Act, US state AI laws (California SB53, Colorado SB205), UK AI Bill, and more. Compliance scores are weighted by jurisdiction penalty severity — jurisdictions with higher fines (like the EU AI Act at up to €35M) have more impact on the score than voluntary frameworks.

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