Chimera Forge MCP Server

A local-first, model-agnostic LLM deployment planner. It turns "which model, quantization, GPU, and backend -- how many, will it fit, will it hit my SLO, what will it cost" into a fast, honest, measured answer, from your shell, your Python, or your AI assistant.

People connecting AI & ML tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-08-24 · ★ 2 · #25 OF 95 MAINTAINED AI & ML · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install Chimera Forge

Claude Code

claude mcp add sahil170595-chimeraforge -- uvx chimeraforge

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "sahil170595-chimeraforge": {
      "command": "uvx",
      "args": [
        "chimeraforge"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

pypi package chimeraforge - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.Sahil170595 is GitHub-verified and matches the repo owner

03 · What Chimera Forge can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.30.0 · 2026-08-22

A measured-on-a-different-GPU number was being labelled measured. Batch A of an adversarial code review. · The throughput lookup key is model|backend|quant and carries no hardware, but every row in the corpus came off…

v0.29.0 · 2026-08-22

Heterogeneous GPU fleets: plan --fleet "H100 80GB,A100 80GB,L4 24GB". · The planner has always sized N identical replicas of one GPU, and that was a constraint on the answer rather than only on the search. A cheap GPU…

v0.28.0 · 2026-08-22

chimeraforge workload: plan with your traffic, not your guesses. · plan takes a request rate, prompt and output lengths, a traffic-variance preset and a prefix-cache hit rate -- and today all five are typed in by hand.…

04 · Who maintains Chimera Forge

ChimeraForge is maintained by sahil170595. It's the only MCP server we track from this author; the repo dates to Nov 2025.

05 · Facts

repository
github.com/sahil170595/chimeraforge
category
AI & ML - ranked #25 of 95 actively-maintained AI & ML servers as of 2026-08-25.
release cadence
10+ releases in the last 90 days (latest 2026-08-22)
registry
io.github.Sahil170595/chimeraforge (active, first published 2026-08-12 · 20 versions)
packages
pypi:chimeraforge

06 · Chimera Forge FAQ

What is Chimera Forge?

A local-first, model-agnostic LLM deployment planner. It turns "which model, quantization, GPU, and backend -- how many, will it fit, will it hit my SLO, what will it cost" into a fast, honest, measured answer, from your shell, your Python, or your AI assistant.

Is Chimera Forge still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-24 and it shipped 10+ releases in the last 90 days. We re-verify nightly.

How do I install Chimera Forge?

Run `uvx chimeraforge`. You can also paste the ready-made client config above.

Does Chimera Forge run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Chimera Forge

Alternatives to Chimera Forge

Maintained AI & ML servers if Chimera Forge isn't the fit.

  1. Fun ASR Transcribe local audio with FunASR and SenseVoice using private, on-device inference. ★ 20,003 · 2026-08-24
  2. Airweave Search MCP server for searching Airweave collections with natural language queries. ★ 6,564 · 2026-06-05
  3. Auto TS Automated time series forecasting with model search, anomaly detection, and event risk analysis ★ 1,430 · 2026-08-23
  4. Haiku RAG Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval ★ 584 · 2026-08-24
  5. Plan Exe MCP server for generating rough-draft project plans from natural-language prompts. ★ 397 · 2026-08-23
  6. PageIndex MCP Reasoning-based RAG system for chatting with long PDFs. Supports local and online files. ★ 380 · 2026-07-25

Pairs well with

Servers that cover what Chimera Forge doesn't - only shown when the pairing reason fits the companion.

  1. Codebase Memory → memory companion memory · ★ 40,198
  2. Memorix → memory companion memory · ★ 688
  3. Supabase → database companion database · ★ 2,871
  4. MongoDB MCP Server → database companion database · ★ 1,106

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