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MCP servers tagged fine-tuning

63 live MCP servers tagged "fine-tuning", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with fine-tuning.

63
live servers
42
avg trust
22K
most stars
1

Semantic Router

vllm-project

System Level Intelligent Router for Mixture-of-Models at Cloud, Data Center and Edge

★ 6.2Kupdated 22 hours agoApache-2.0
92
2

LLM Agents Ecosystem Handbook

oxbshw

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

★ 555updated 3 months agoMIT
74
3

Awesome AI Engineering

dipakkr

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

★ 22Kupdated 4 months agoMIT
64
4

Kiln

Kiln-AI

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

★ 5.2Kupdated 17 hours ago
64
5

Kiln

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

★ 95
64
6

Awesome AI Engineering

🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.

★ 17
64
7

OpenDeepWiki

OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed usin…

64
8

Unsloth

Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.

64
9

Building Agentic AI

sinanuozdemir

Code repository for "Building Agentic AI" by Sinan Ozdemir. Practical examples, experiments, and implementations covering LLMs, embeddings, agents, RAG, fine-tuning, and optimizat…

★ 92updated 8 months ago
61
10

Overmind

overmind-core

The platform for continuously improving AI agents.

★ 663updated 16 hours agoAGPL-3.0
59
11

Overmind

The platform for continuously improving AI agents.

★ 610
59
12

AI Engineering Interview Questions

Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

59
13

Deepfabric

Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline

59
14

AI Engineer Notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, ag…

59
15

Ms Cookbook

modelscope

魔搭紫皮书|ModelScope Cookbook:面向开发者的开源模型应用实战指南,覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC,从跑通第一个模型到构建实际应用。

★ 334
52
16

AI Engineer

Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module.

★ 145
52
17

AI Engineering Lab

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vertex and Bedrock, and Databricks. 43 runnable noteb…

52
18

Awesome Foundry Nextgen

corticalstack

Hands-on labs for Microsoft Foundry - Azure's unified PaaS for enterprise AI. Notebooks + Bicep covering provisioning, agents (incl. hosted Copilot SDK + REST), MCP, Foundry IQ kn…

★ 29updated 11 days ago
39
19

HelixAI

medhiclb

Your own AI workspace on your own machines: chat, agents, coding, knowledge bases (RAG) and fine-tuning with local models. Open source (AGPL-3.0).

★ 13updated 13 days ago
39
20

Distillery

Turn documents into high-quality instruction datasets with grounding, quality filtering, deduplication, and provenance.

39
21

Train In Silence

The first Task-Aware MCP server and automated VRAM calculator for LLM fine-tuning. Instantly snipe the cheapest, fastest GPUs across 10+ cloud providers.

39
22

Tuneforge

An MCP server for dataset generation, fine-tuning, RL, and evaluation of LLMs — directly from your coding agent.

39
23

Kibble

chew through any source into clean datasets! a fast ingestion, RAG & fine-tuning toolkit

39
24

AI Based Development Lecture

Yapay Zeka destekli yazılım geliştirme dersine ait notların ve örnek uygulamaların yer aldığı kod reposudur.

39
25

Claude Synergy

Local mirror of Anthropic product changelogs + curated cross-product synergies. So the LLM agent inside the harness knows what the harness can do.

37
26

AI Engineer

kushalBanda

Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module.

★ 9updated 8 days ago
34
27

Relayops

patibandlavenkatamanideep

Production-shaped control plane for AI support agents: scoped routing, policy broker, tool boundaries, approval queue, replay verification, audit traces, and human handoff. Protot…

★ 5updated 3 months ago
34
28

Latentforge

utensils

Interactive image dataset collection and curation tool for LoRA training, powered by Claude Agent SDK

★ 2
34
29

LLMmempipe

LOUST-PRO

Compile noisy LLM exports (ChatGPT, Claude, Gemini) into token-efficient JSONL + Markdown for Claude Code, Projects, and agent runtimes.

★ 2updated 4 months ago
34
30

Stackbrief

mojeebdev

StackBrief is an open-source, local-first CLI for understanding a repository before changing it. It turns source code, imports, routes, services, databases, and external APIs into…

★ 2updated 3 months ago
34
31

Data Forge

ianktoo

Turn any website into a quality-scored LLM fine-tuning dataset: crawl, chunk, generate Q&A, score, export to JSONL/Parquet/HF Hub. CLI plus MCP server.

★ 2updated 23 days ago
34
32

Adaption Cursor Plugin

adaptionlabs

Adaption plugin for Cursor — datasets, training, and AutoScientist workflows

★ 2
34
33

Symposium

sam-siavoshian

Multi-agent reasoning MCP server for Claude Code. Spawns parallel research agents to find knowledge LLMs don't have. +23.1% on Terminal Bench 2.0 SWE tasks.

★ 1
34
34

Dataset Genie

k3nn3dy-ai

Turn a two-sentence domain brief into an Unsloth-ready fine-tuning dataset. Eight-stage OpenRouter pipeline with LLM judge, human review and SFT / Alpaca / DPO / tool-calling / GR…

★ 1updated a month ago
34
35

Speed To Lead Agent

OmateLabs

Open-source AI agent that qualifies & responds to inbound leads in seconds — multi-agent (LangGraph) + a LoRA-fine-tuned intent classifier + MCP server. Bring your own keys.

★ 1updated 29 days ago
34
36

Knovaryn

waalwalker1

Open, MCP-native training-data foundry: turn permitted documents into traceable, quality-gated SFT and preference datasets.

★ 1updated a month ago
34
37

Contexte Python

contexte-tech

Load AI datasets, prompts and few-shot contexts from Contexte Tech in one line of Python. No dependencies.

★ 1
34
38

Smithery

NP-compete

Forge tool-calling models from your API definitions.

★ 1updated 6 months ago
34
39

ClauseGuard

nithya-prakash

RAG + LLM system for first-pass German contract compliance screening: hybrid BGB/DSGVO retrieval (RRF, cross-encoder reranking), LoRA fine-tuned DistilBERT clause classifier, evid…

★ 1updated yesterday
34
40

cerebrixos-org/tuning-engines-cli

tuning. Cost estimation, model management, S3 export.

34
41

Jw Agent Toolkit

Toolkit agentic no oficial de JW: CLI, MCP, RAG, Skills, etc.

34
42

LocalAIEngineeringWithOllamaCompanionToolkit

Companion Toolkit for "Local AI Engineering with Ollama"

34
43

Learn AI By Building

A hands-on journey into AI by building small projects with Laravel, Vue, and modern AI tools. You will get each and everything in this single repo from notes to hands on practical…

34
44

AI Roadmap

AL/ML learning Gym including traditional ML, deep learning, fine-tuning, Gen AI, Agentic AI. Everything from experiments to production with evaluation and observability.

34
45

Owllm

Local-first AI workstation. Run open-weight models, fine-tune, orchestrate multi-agent teams. No cloud required.

34
46

LLM Agents MCP Playground

This is a hands-on repo for learning and building LLM apps, agents, MCP tools, skills, RAG, fine-tuning, and multi-agent workflows with LangChain, LangGraph, AWS Strands, and Goog…

34
47

SQL Specialist MCP

Fine-tuned NL-to-SQL specialist served as an MCP tool, benchmarked against prompting Claude directly on accuracy, latency, and cost

34
48

Sg AI Dev Tools

Study group resources for AI development tools, focusing on LLMs, GenAI, and Agent architectures including Model Context Protocol (MCP)

34
49

Nixtla MCP

MCP server for multitenant Nixtla TimeGPT forecasting with fine-tuning, rolling backtests, and anomaly detection. HTTP-based JSON-RPC 2.0 API with MongoDB tracking and Vercel de…

34
50

MindTrack AI

Voice-powered mental health and career tracking agent — LoRA fine-tuned GPT-4o-mini, Whisper transcription, ElevenLabs voice response, and Gmail job application tracking

34
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