LLM Orchestration Routing MCP Servers

Tools for aggregating, routing, coordinating, and managing interactions between multiple LLMs and LLM providers. Includes multi-LLM consensus systems, provider abstraction layers, and cross-LLM communication frameworks. Does NOT include single-LLM applications, LLM fine-tuning, or model-specific optimization tools.

There are 58 llm orchestration routing servers tracked. 1 score above 70 (verified tier). The highest-rated is jonigl/ollama-mcp-bridge at 71/100 with 67 stars and 1,711 monthly downloads.

Get all 58 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=llm-orchestration-routing&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Server	Score	Tier	Stars	Language
1	jonigl/ollama-mcp-bridge Extend the Ollama API with dynamic AI tool integration from multiple MCP...	71	Verified	67	Python
2	CodeLogicIncEngineering/codelogic-mcp-server An MCP Server to utilize Codelogic's rich software dependency data in your...	69	Established	35	Python
3	sib-swiss/sparql-llm 🦜✨ Chat system, MCP server, and reusable components to improve LLMs...	68	Established	97	Jupyter Notebook
4	thedaviddias/mcp-llms-txt-explorer MCP to explore websites with llms.txt files	62	Established	75	JavaScript
5	FlowLLM-AI/flowllm FlowLLM: Simplifying LLM-based HTTP/MCP Service Development	59	Established	32	Python
6	webworn/openfoam-mcp-server LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic...	52	Established	76	C++
7	sammcj/mcp-llm An MCP server that provides LLMs access to other LLMs	51	Established	77	JavaScript
8	nirholas/extract-llms-docs Extract documentation for AI agents from any site with llms.txt support....	47	Emerging	14	TypeScript
9	JamesANZ/cross-llm-mcp A Model Context Protocol (MCP) server that provides access to multiple Large...	44	Emerging	13	TypeScript
10	amiable-dev/llm-council The LLM Council works together to answer your hardest questions	42	Emerging	13	Python
11	houtini-ai/houtini-lm Local or Cloud LLM support via MCP for your AI assistant with Houtini-LM -...	42	Emerging	13	JavaScript
12	mutablelogic/go-llm Large Language Model API interface	39	Emerging	8	Go
13	teabranch/agentic-developer-mcp An MCP server that scales development into controllable agentic, recursive...	39	Emerging	43	Python
14	smigolsmigol/llmkit AI API gateway with cost tracking and budget enforcement. Works with any language.	37	Emerging	3	TypeScript
15	ricard1406/Little_MCP A simple yet powerful local AI assistant that runs entirely on your machine....	37	Emerging	3	Python
16	deltawi/deltallm Route, manage, and analyze your LLM requests across multiple providers with...	36	Emerging	2	Python
17	pinkpixel-dev/mindbridge-mcp MindBridge is an AI orchestration MCP server that lets any app talk to any...	35	Emerging	28	TypeScript
18	Heratiki/locallama-mcp An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize...	35	Emerging	41	TypeScript
19	samestrin/llm-tools High-performance Go tools for LLM Agents. 100x faster than Python. Includes...	32	Emerging	1	Go
20	sjquant/llm-bridge-mcp A model-agnostic Message Control Protocol (MCP) server that enables seamless...	30	Emerging	6	Python
21	rainmana/tinybrain LLM local persistent storage for security nerds	29	Experimental	2	Go
22	cablehead/gpt2099.nu a Nushell cross.stream extension to interact with LLMs and MCP servers	29	Experimental	18	Nushell
23	paularlott/llmrouter Simple router to aggregate multiple LLM providers with optional smart...	25	Experimental	3	Go
24	PurpleDirective/purple-directive-cli Purple-Directive: CLI — Local AI agent with dual inference (Ollama +...	24	Experimental	2	Python
25	readysteadyscience/L-Hub MCP AI Bridge — smart multi-model routing for Antigravity. Route tasks to...	24	Experimental	2	TypeScript
26	kinpatchii/batchi 🚀 Enable efficient deep learning serving with dynamic batching that...	24	Experimental	2	Go
27	JRM-FusionAL/FusionAL Unified MCP gateway — 150+ AI tools in Claude Desktop via one Docker...	23	Experimental	1	Python
28	mrkhachaturov/mkdocs-ask-ai MkDocs plugin for AI-ready documentation — Use with AI dropdown, llms.txt,...	23	Experimental	1	Python
29	aplaceforallmystuff/mcp-local-llm MCP server for delegating mechanical tasks to local LLMs via Ollama. Claude...	22	Experimental	4	JavaScript
30	zircote/fastmcp-lro Large Result Offloading for MCP servers. Writes oversized tool responses to...	22	Experimental	—	Python
31	NERVsystems/llm9p LLM exposed as a 9P filesystem	22	Experimental	25	Go
32	ruslanmv/ollabridge OllaBridge transforms your laptop or workstation into a production-grade,...	22	Experimental	—	Python
33	adityonugrohoid/edge-mcp-caller Specialist 270M model fine-tuned as an edge MCP tool caller. Bakes tool...	22	Experimental	—	Python
34	southpawriter02/LlmsTxtKit A C#/.NET MCP (Model Context Protocol) server and library that implements...	20	Experimental	1	C#
35	chetan-jarande/openai-batch-tracker OpenAI Batch Processing Tracker	20	Experimental	1	Python
36	imfing/codemode Let LLMs write code that orchestrates your Python tools in a v8 sandbox	20	Experimental	1	Python
37	ekras-doloop/donkeykong Distributed Collection, Local Intelligence - Stop LLMs from hallucinating...	20	Experimental	1	Python
38	teo-lin/multi-llm-mcps MCP Servers	20	Experimental	1	JavaScript
39	bkrajendra/arduino-llm-agent An intelligent backend server that uses Large Language Models (LLMs) to...	20	Experimental	5	JavaScript
40	habeebmoosa/LLMReady A simple MCP (Model Context Protocol) server that makes LLMs ready for new...	19	Experimental	—	TypeScript
41	linxule/vox-mcp Multi-model AI gateway — 8 providers plus local models, no system prompt injection.	19	Experimental	—	Python
42	Million19/llm_to_mcp_integration_engine The llm_to_mcp_integration_engine is a communication layer designed to...	18	Experimental	3	Python
43	RamSailopal/VistAAI A self hosted Ollama AI with integrated VistA model context.	18	Experimental	1	Python
44	mjdevaccount/AIStack-MCP MCP-first development environment with community tools	17	Experimental	2	Python
45	yh00722/zenn-hackathon-search Zenn AI Agent Hackathon（第1〜3回）作品の検索システム。MCP Server + Agentic RAG Chat Web UI	15	Experimental	—	HTML
46	markomanninen/mcp-debugpy-demo Demo of debugging Python applications with AI using mcp-debugpy	15	Experimental	—	Python
47	cvgbxdcfghfhgfdhg/inkeep-mcp 🔗 Connect local AI tools to Inkeep-powered docs effortlessly, unlocking rich...	14	Experimental	—	Python
48	RSanzzzzz/programmatic-tool-calling-ai-sdk 🤖 Optimize LLM usage by streamlining tool calls with code generation and...	14	Experimental	—	TypeScript
49	vihanrs/AI_Notes_App AI-powered note-taking app with semantic search (RAG) and MCP integration,...	14	Experimental	—	TypeScript
50	km-sharad/independent-cascade-diffusion-with-claude-mcp-connector I discuss and demonstrate the impact of seed nodes selection on information...	14	Experimental	—	Python
51	xu-xiang/inkeep-mcp 🔓 Unlock the "Ask AI" capability from ANY Inkeep-powered documentation site...	14	Experimental	3	Python
52	AceDataCloud/.github Ace Data Cloud organization profile for our AI API platform, MCP ecosystem,...	14	Experimental	—	Python
53	druellan/llms-mcp An MCP (Model Context Protocol) server that exposes the `llms.txt` file from...	12	Experimental	1	JavaScript
54	SebasC4-20/spicebridge ⚡ Enable AI-driven SPICE circuit design with simulation, measurement, and...	11	Experimental	—	—
55	matdev83/llm-wrapper-mcp-server Allow any MCP-capable LLM agent to communicate with or delegate tasks to any...	11	Experimental	—	Python
56	adistrim/gollama chat interface for extreme vibe coding	11	Experimental	—	Go
57	wmotte/llm_tool_greek_lexicon Large Language Model Tool: Greek Lexicon	11	Experimental	—	Python
58	Alsecerc/ollama-agent A local-first, privacy-preserving AI agent system that uses MCP and Ollama...	11	Experimental	—	Python

Comparisons in this category

mcp-llm and locallama-mcp (51 vs 35) ollama-mcp-bridge and mindbridge-mcp (71 vs 35) mcp-llm and cross-llm-mcp (51 vs 44) mcp-llm and llm-bridge-mcp (51 vs 30) ollama-mcp-bridge and cross-llm-mcp (71 vs 44) codelogic-mcp-server and agentic-developer-mcp (69 vs 39) ollama-mcp-bridge and llm-bridge-mcp (71 vs 30) ollama-mcp-bridge and Little_MCP (71 vs 37) cross-llm-mcp and llm-bridge-mcp (44 vs 30)