Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.
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.
BLACKSMITH_ORG, BLACKSMITH_SESSION_COOKIEValues 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": {
"blacksmith": {
"command": "npx",
"args": [
"-y",
"blacksmith-mcp"
],
"env": {
"BLACKSMITH_ORG": "your-value",
"BLACKSMITH_SESSION_COOKIE": "your-value"
}
}
}
}Run this in your terminal
claude mcp add blacksmith --env BLACKSMITH_ORG=your-value --env BLACKSMITH_SESSION_COOKIE=your-value -- npx -y blacksmith-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"blacksmith": {
"command": "npx",
"args": [
"-y",
"blacksmith-mcp"
],
"env": {
"BLACKSMITH_ORG": "your-value",
"BLACKSMITH_SESSION_COOKIE": "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": {
"blacksmith": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"blacksmith-mcp"
],
"env": {
"BLACKSMITH_ORG": "your-value",
"BLACKSMITH_SESSION_COOKIE": "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.
These 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 6, 2026
The registry name was verified with the GitHub account grahamnotgrant, 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: BLACKSMITH_ORG, BLACKSMITH_SESSION_COOKIE
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 (0.1.1) reached the registry 10 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Fomu MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
An MCP server that connects Claude to your Blacksmith CI data. Query workflow runs, analyze test failures, detect flaky tests, and monitor usage—all through natural conversation.
Debugging CI failures usually means clicking through dashboards, copying run IDs, and piecing together information across multiple pages. With this MCP, you can just ask:
Claude handles the API calls and gives you actionable insights.
Zero-config if you're logged into Blacksmith in Chrome:
# Add to Claude Code
claude mcp add blacksmith -- npx blacksmith-mcp
export BLACKSMITH_ORG="your-org-name"
The MCP automatically extracts your session from Chrome cookies. No manual token copying needed.
claude mcp add blacksmith -- npx blacksmith-mcp
Add to your .mcp.json:
{
"mcpServers": { "blacksmith": { "type": "stdio", "command": "npx", "args": ["blacksmith-mcp"], "env": { "BLACKSMITH_ORG": "your-org-name" } } } }
npm install -g blacksmith-mcp
Automatic (recommended): Log into app.blacksmith.sh in Chrome. The MCP extracts your session cookie automatically.
Manual: Set BLACKSMITH_SESSION_COOKIE environment variable with your session cookie value.
| Variable | Required | Description |
|---|---|---|
BLACKSMITH_ORG | Yes | Your Blacksmith organization name |
BLACKSMITH_SESSION_COOKIE | No | Session cookie (auto-extracted from Chrome if not set) |
| Tool | Description |
|---|---|
list_runs | List workflow runs with filters (status, branch, workflow, actor, PR) |
get_run | Get run details including all jobs |
list_jobs | List jobs for a workflow run |
get_job | Get job details (steps, timing, runner info) |
get_job_logs | Get raw log output for a job |
| Tool | Description |
|---|---|
get_job_tests | Get all test results for a job |
get_failed_tests | Get failed tests with full error messages |
get_failures_by_pattern | Group failures by error pattern (e.g., "Cannot read properties") |
compare_test_runs | Compare failures between two runs (find regressions) |
get_flaky_tests | Detect tests that fail intermittently |
get_slow_tests | Find tests exceeding duration threshold |
get_test_history | Track a specific test's pass/fail history |
get_trends | Analyze trends: duration, failure rate, test count |
| Tool | Description |
|---|---|
get_current_usage | Current core usage (active vs max) |
get_invoice_amount | Current billing period amount |
get_usage_summary | Billable minutes vs free tier |
get_cache_stats | Cache size, entries by repository |
get_cache_entries | Detailed cache entries for a repo |
| Tool | Description |
|---|---|
list_orgs | List accessible organizations |
get_org_status | Org status (personal, onboarded, region) |
search_logs | Search logs across all jobs |
You: Why did the last CI run fail?
Claude: *Uses
list_runs(status="failure", limit=1)thenget_failed_tests*
The last run failed with 34 test failures. The main issues are:
- Connection timeout (12 tests) - Tests in
api/are timing out connecting to the test database
- Undefined property (8 tests) -
user.settings.themeis undefined in the new dark mode code
- Assertion failures (14 tests) - Snapshot mismatches in UI components
You: Which tests are flaky?
Claude: *Uses
get_flaky_tests(days=7, min_runs=5)*
Found 3 flaky tests:
| Test | Flake Rate | Pattern |
|------|------------|---------|
|
should handle concurrent requests| 40% (4/10 runs) | Fails on CI, passes locally |
|
renders loading state| 20% (2/10 runs) | Race condition with setTimeout |
|
validates auth token| 30% (3/10 runs) | Intermittent network timeout |
You: Did my PR introduce new test failures?
Claude: *Uses
compare_test_runswith PR run vs base branch*
Your PR introduced 2 new failures:
-
UserProfile.test.tsx: "Cannot read property 'avatar' of undefined"
-
api/users.test.ts: Expected 200, got 404
5 previously failing tests now pass (nice!).
# Install dependencies
pnpm install
pnpm build
pnpm dev
npx @modelcontextprotocol/inspector node dist/index.js
If you see SESSION_EXPIRED, your Blacksmith session has expired. Simply log back into app.blacksmith.sh in Chrome and retry.
The automatic cookie extraction requires:
If it fails, set BLACKSMITH_SESSION_COOKIE manually.
Run list_orgs to see available organizations, then set BLACKSMITH_ORG to your org name.
This MCP uses Blacksmith's internal web API, which is undocumented. The API was reverse-engineered from the Blacksmith web app and may change without notice.
MIT
Contributions welcome! Please open an issue first to discuss proposed changes.