GEMPACK
FreeNot checkedAn MCP server that exposes the local GEMPACK CGE toolchain (TABLO, GEMSIM, HAR utilities) as tools Claude can call: compile models, run simulations, read soluti
About
An MCP server that exposes the local GEMPACK CGE toolchain (TABLO, GEMSIM, HAR utilities) as tools Claude can call: compile models, run simulations, read solution and HAR data files, and export to CSV/Excel.
README
An MCP server that exposes the local GEMPACK CGE toolchain (TABLO, GEMSIM, HAR utilities) as tools Claude can call: compile models, run simulations, read solution and HAR data files, and export to CSV/Excel.
中文速览:这是一个把本机 GEMPACK(TABLO/GEMSIM/HAR 工具链)封装成 MCP 工具的服务, 让 Claude 能直接帮你编译模型、跑模拟、读 SL4/HAR 结果、导出 CSV/Excel。 已注册到 Claude Code(user 作用域),工作区指向存放模型的文件夹(如
./workspace),开箱即用。
Setup
| Item | Value |
|---|---|
GEMPACK binaries (GP_DIR) |
C:\Program Files\GP (with dll64\ runtime) |
| GEMPACK version | 12.1.004 |
| Licence | a GEMSIM-only GEMPACK licence |
| Workspace (sandbox root) | a folder or drive that holds your GEMPACK models (.tab/.cmf/.har/.sl4) |
| Models | your own model folders under the workspace |
| Python | .venv\Scripts\python.exe (FastMCP 3.3) |
| Transport | stdio (registered with Claude Code); HTTP optional |
Licence limitation that shaped the design: this licence does not permit
TABLO to generate Fortran code. Only the interpretive GEMSIM engine is
available — so compile always targets GEMSIM aux files and run_simulation
uses the gemsim (or sagem) solver. TABLO-generated model EXEs are not built.
Tools
All file arguments are workspace-relative (or absolute inside the workspace) and confined to the sandbox root.
| Tool | What it does |
|---|---|
gempack_list_workspace(subdir=".") |
List .tab/.cmf/.har/.sl4 files to discover what's available. |
gempack_compile_tab(tab_file, sti_file=None, aux_name=None) |
Compile .tab → GEMSIM .gss/.gst. Pass your own .sti for models needing condensation; otherwise a no-condensation GEMSIM stored-input is generated. |
gempack_run_simulation(cmf_file, solver="gemsim") |
Run a simulation from a .cmf → .sl4 solution, .upd data, summary .har. Aux files must already exist. |
gempack_read_solution(sl4_file) |
Convert .sl4 → <stem>_sol.har and list every solved variable (name → header code → size). |
gempack_list_har_headers(har_file) |
List headers in a HAR file (4-char code, dimensions, type) + a full .see dump. |
gempack_read_har_header(har_file, header) |
Extract one header to CSV (long format: index columns + Value). |
gempack_convert(src_file, dst_file, headers=None) |
Export HAR → CSV or HAR → XLS/XLSX (legacy .xls, one header per sheet). |
Typical flow
gempack_list_workspace("examples/minimal")— see the files.gempack_compile_tab("examples/minimal/minimal.tab")— build aux files.gempack_run_simulation("examples/minimal/MINIMAL.CMF")— solve.gempack_read_solution(<the .sl4 from step 3>)— list result variables.gempack_read_har_header(<solution_har>, <header code>)— read values.
Note: some tools leave artifacts next to your model files by design —
seeharwrites<stem>-har.see,read_solutionwrites<stem>_sol.har,read_har_headerwrites_<stem>_<header>.csv. These are returned as paths so you can open them; delete them if you don't want them.
Install / register
To install and register:
# 1. dependencies
.venv\Scripts\python.exe -m pip install -r requirements.txt
# 2. register with Claude Code (user scope, stdio)
claude mcp add -s user gempack -e GEMPACK_WORKSPACE=./workspace -- `
"<path-to-repo>\.venv\Scripts\python.exe" `
"<path-to-repo>\server.py"
# 3. verify
claude mcp list # -> gempack: ... ✓ Connected
To remove: claude mcp remove gempack -s user.
Use a forward slash (e.g.
D:/models) for the workspace value — a trailing backslash gets escaped against the quote on Windows and breaksclaude mcp add.
Changing the sandbox root
The server reads file paths only inside its allowed roots. Set:
GEMPACK_WORKSPACE— primary root (relative paths resolve here).GEMPACK_EXTRA_ROOTS— extra read/write roots,;-separated (e.g. addF:\).
Anything outside these roots is refused (verified: C:\Windows\win.ini is blocked).
Configuration (env vars)
See .env.example. Key defaults:
| Var | Default | Meaning |
|---|---|---|
GEMPACK_DIR |
C:\Program Files\GP |
GEMPACK install. |
GEMPACK_WORKSPACE |
<project>\workspace |
Sandbox root (relative paths resolve here). |
GEMPACK_EXTRA_ROOTS |
(empty) | Extra allowed roots, ;-separated. |
GEMPACK_SIM_TIMEOUT |
1800 |
Simulation timeout (s). |
GEMPACK_COMPILE_TIMEOUT |
600 |
Compile timeout (s). |
GEMPACK_TOOL_TIMEOUT |
180 |
HAR/convert timeout (s). |
A .env file in the project root is loaded automatically; the MCP client's
env block and real environment variables override it.
HTTP transport (optional — for Claude on another machine)
Not needed for local use. If you want a remote Claude to reach this server:
$env:GEMPACK_TOKEN = "<a-long-random-secret>" # required
.\run-http.bat # serves http://127.0.0.1:8765/mcp
Clients must send Authorization: Bearer <token>. To accept connections from
other machines, set GEMPACK_HTTP_HOST=0.0.0.0 and open the port in the
firewall (see run-http.bat for the netsh command).
Tests
tests\test_e2e.py drives every operation against a pristine copy of the
minimal example (in tests\minimal\) using the real GEMPACK engine:
$env:PYTHONPATH = (Get-Location)
.venv\Scripts\python.exe tests\test_e2e.py
# -> === required: 9/9 passed; info: 2/2 ok ===
Layout
gempack-mcp\
server.py FastMCP server: 7 tools + stdio/HTTP launch
gempack_mcp\
config.py env-var config (paths, roots, timeouts, token)
sandbox.py path confinement to the allowed roots
runner.py non-interactive subprocess runner (EOF stdin, file snapshot)
gp.py the GEMPACK operations (verified CLI invocations)
tests\test_e2e.py end-to-end test against the minimal example
run-stdio.bat launch stdio manually
run-http.bat launch HTTP (needs GEMPACK_TOKEN)
.env.example documented configuration
requirements.txt
Installing GEMPACK
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/rayvapor-cell/gempack-mcpFAQ
Is GEMPACK MCP free?
Yes, GEMPACK MCP is free — one-click install via Unyly at no cost.
Does GEMPACK need an API key?
No, GEMPACK runs without API keys or environment variables.
Is GEMPACK hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install GEMPACK in Claude Desktop, Claude Code or Cursor?
Open GEMPACK on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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