Related Servers

No user-submitted related servers found.

Related Servers

• claude-cost-mcp

  firstshout

  A

  license

  A

  quality

  D

  maintenance

  Estimates Claude API token counts, per-model cost, and prompt-caching break-even without an API key or network.

  Updated 3 months ago (2026-06-10 15:56 UTC)

  5

  MIT

• chimeraforge

  Sahil170595

  A

  license

  A

  quality

  A

  maintenance

  LLM deployment planner: given a model and a GPU, answers will it fit, will it hit your SLO, and what will it cost. Sizes VRAM and KV-cache from the model's real architecture, and labels every number measured, estimated, or unknown.

  Updated 3 days ago (2026-09-01 07:00 UTC)

  5

  2

  MIT

• mcp-turboquant

  ShipItAndPray

  A

  license

  A

  quality

  C

  maintenance

  MCP server for LLM quantization. Compress any HuggingFace model to GGUF, GPTQ, or AWQ format. 6 tools: info, check, recommend, quantize, evaluate, push. Self-contained Python server — no external CLI needed.

  Updated 5 months ago (2026-04-02 17:48 UTC)

  6

  4

  MIT
• 

  neurarch-mcpofficial

  neurarch-ai

  A

  license

  -Not graded

  quality

  A

  maintenance

  Gives Claude Code, Cursor and other agents structural awareness of a PyTorch model: layers, params, FLOPs, blast radius, the design linter, a full readiness/cost/deployment verdict, and a ranker for which of k candidate designs to train. Reads a .py, a .neurarch.json, 81 bundled reference architectures, or a Hugging Face repo. Offline, no API key.

  Updated 18 hours ago (2026-09-03 06:53 UTC)

  96

  1

  MIT

• InferBench

  RudrenduPaul

  A

  license

  -Not graded

  quality

  A

  maintenance

  Vendor-neutral local LLM inference benchmark and hardware-config advisor for mlx and llama.cpp. Exposes an MCP tool that measures real tokens/second on your own hardware.

  Updated 7 days ago (2026-08-28 11:26 UTC)

  10

  Apache 2.0

• infra-advisor-mcp

  yangsong7

  A

  license

  A

  quality

  C

  maintenance

  Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO for AI workloads using deterministic calculators.

  Updated 11 days ago (2026-08-24 09:49 UTC)

  12

  1

  MIT