Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Antimicrobial resistance genes, sequences and literature from NCBI and UniProt
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
NCBI_API_KEY, NCBI_EMAILValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"amr": {
"command": "uvx",
"args": [
"amr-mcp"
],
"env": {
"NCBI_API_KEY": "your-value",
"NCBI_EMAIL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add amr --env NCBI_API_KEY=your-value --env NCBI_EMAIL=your-value -- uvx amr-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"amr": {
"command": "uvx",
"args": [
"amr-mcp"
],
"env": {
"NCBI_API_KEY": "your-value",
"NCBI_EMAIL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"amr": {
"type": "stdio",
"command": "uvx",
"args": [
"amr-mcp"
],
"env": {
"NCBI_API_KEY": "your-value",
"NCBI_EMAIL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
NCBI_EMAIL envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account pabloestepaa, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: NCBI_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.1.4) reached the registry 2 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Cape Winelands Visit Planner
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Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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An MCP server that lets AI assistants (Claude, Codex, Cursor…) query antimicrobial resistance (AMR) data from public, free sources:
All data sources are public domain or freely accessible; no API keys are required.
Claude Code answering the first example question below: the server looks up blaKPC-2 in the catalog, counts the species NCBI has found it in, pulls the protein sequence and resolves the original paper.
Which species carry the KPC-2 carbapenemase, what is the original paper describing it, and what does its protein sequence look like?
Summarise the carbapenemase gene families in the catalog and how many variants each has.
Give me the protein sequence of mcr-1.1 and its UniProt function annotation.
Run AMRFinderPlus on
~/data/isolate_17.fastaas *Escherichia* and explain the hits by drug class.
| Tool | What it does |
|---|---|
search_amr_genes | Search by text, drug class, subclass, organism or element type; group_by_family for broad searches |
get_amr_gene | Exact record for an allele (blaKPC-2) or summary of a family (blaKPC) |
list_drug_classes | Drug classes and how many catalog entries each has |
catalog_info | Catalog version and size |
fetch_sequence | Protein or nucleotide FASTA from NCBI by accession |
get_protein_hosts | Species in which NCBI has sequenced an exact protein (Identical Protein Groups) |
get_pubmed_references | Title, journal, authors and DOI for PubMed IDs |
search_uniprot / get_uniprot_entry | UniProtKB search and entry details |
run_amrfinder | Run a local AMRFinderPlus install on a FASTA file |
Run it with uv (no install step needed), or pip install amr-mcp.
claude mcp add amr -- uvx amr-mcp
Add to claude_desktop_config.json:
{
"mcpServers": { "amr": { "command": "uvx", "args": ["amr-mcp"] } } }
pipx install amr-mcp
which amr-mcp # e.g. /Users/you/.local/bin/amr-mcp
Then use that absolute path as the command, for example in claude_desktop_config.json:
{
"mcpServers": { "amr": { "command": "/Users/you/.local/bin/amr-mcp" } } }
Desktop apps don't inherit your shell's PATH, so if Claude Desktop can't start the server, use the absolute path for the command (this applies to uvx too: run which uvx to get it).
skills/amr-research/SKILL.md tells the agent when to reach for these tools and how to chain them (gene → hosts → sequence → paper, family overviews, genome screening), plus the pitfalls to avoid. It works with any agent that reads SKILL.md files (Claude Code, Cursor, Codex, Copilot…):
npx skills add pabloestepaa/amr-mcp
Or copy the folder by hand, e.g. to ~/.claude/skills/amr-research/ for Claude Code. The skill uses the MCP server above, so install that too.
| Variable | Purpose |
|---|---|
NCBI_API_KEY | Optional, free. Raises the NCBI rate limit from 3 to 10 requests/s |
NCBI_EMAIL | Optional. Contact e-mail NCBI asks tools to send |
AMR_MCP_CACHE_DIR | Where the catalog is cached (default ~/.cache/amr-mcp, refreshed every 30 days) |
To enable run_amrfinder: conda install -c bioconda ncbi-amrfinderplus && amrfinder -u.
python -m venv .venv && .venv/bin/pip install -e ".[dev]"
.venv/bin/pytest -m "not network" # offline tests .venv/bin/pytest # also hits the live NCBI/UniProt APIs
The NCBI Reference Gene Catalog and NCBI sequence data are US government works in the public domain. UniProt data is available under CC BY 4.0. Please cite the original sources when you publish results:
MIT
Developed with AI assistance (Claude Code); all code reviewed and tested by the author.