Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Open recordkeeping protocol for JIAs, RMAs, no-action letters, and analogous instruments.
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.
You need
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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": {
"publedge": {
"command": "npx",
"args": [
"-y",
"publedge"
]
}
}
}Run this in your terminal
claude mcp add publedge -- npx -y publedgePaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"publedge": {
"command": "npx",
"args": [
"-y",
"publedge"
]
}
}
}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": {
"publedge": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"publedge"
]
}
}
}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 snapsynapse, 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (0.2.5) reached the registry 2 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, AI Deprecations
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.
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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.
Open recordkeeping protocol for fact-specific written interpretations between two parties — Joint Interpretation Agreements (JIAs), Regulatory Mitigation Agreements (RMAs), no-action letters, private letter rulings, advisory opinions, and analogous civic instruments (HOA decision logs, co-op governance records, flying-club asset agreements, and the like).
Plain markdown with structured frontmatter. SHA-256 manifest checks provide source-to-manifest consistency. Bound to the Semantic Arts gist upper ontology so records from different authorities can be queried together.
Public and maintained. Package v0.2.5; protocol specification v0.2.0. The MCP server supports the MCP 2026-07-28 stateless core plus the legacy 2024-11-05 handshake. Current npm, MCP Registry, GitHub tag, and GitHub Release observations are recorded in the [publication state](https://publedge.org/design/publication-state.json). Standalone product expansion is parked pending a concrete legal-graph or adopter demand signal.
Regulators, regulated parties, and civic bodies that issue or rely on fact-specific written interpretations and need them recorded in a portable, queryable form.
Fact-specific interpretations (no-action letters, private rulings, JIAs, HOA decisions) live in scattered, unstructured records that can't be compared across authorities. PubLedge is an open protocol that records them as manifest-checked markdown bound to a shared ontology.
https://publedge.org/
PubLedge is one component of the PAICE legal graph (with EveryAILaw, AI Incident Law, and Obligation First). It is intentionally open: code under Apache 2.0, protocol and content under CC BY 4.0, commercial use permitted with attribution. The open siblings are funded by EveryAILaw Pro, the graph's single restricted layer; openness here is a deliberate PBC-charter choice. The canonical model is in the PAICE Foundation INTENT.
Three things in one place:
data/examples/instruments/ spanning 8 authorities (Utah OAIP, Utah Legislature, Colorado Legislature, SEC, CFPB, IRS Chief Counsel, IRS TEGE, CFTC) and 7 instrument types (JIA, RMA, no-action letter, advisory opinion, private letter ruling, interpretive letter, statute). 35 first-class obligation records under data/examples/obligations/ are mapped to the instruments via data/examples/mapping/index.yml; legal lifecycle is tracked separately from editorial maturity.docs/, served by GitHub Pages from main /docs. Regenerate with node scripts/build.js && node scripts/build-extras.js before committing; CI fails if docs/ drifts from sources.Weekly checks flag overdue records and temporal inconsistencies for human review. A separate manual pilot observes three selected official sources and retains inaccessible sources and unresolved findings. It does not renew verification dates, legal statuses, or the wider corpus. Independent missing-run monitoring and recovery email acceptance remain open. See the maintenance pilot for dated evidence and review boundaries.
Every record and index is published in parallel HTML + structured form so agents can walk the registry without scraping:
| Surface | Shape |
|---|---|
/ | WebSite + Organization + DataCatalog JSON-LD (@graph); links to every dataset distribution |
/us/{jurisdiction}/{authority}/{type}/{instance}/ | Canonical hierarchical URL per record; inline Schema.org LegalDocument JSON-LD; PDF + OCR text co-located |
/us/{jurisdiction}/{authority}/{type}/{instance}/record.json | Same record as JSON; shape validated by /schema/json/record.schema.json; includes authority_response annotations when present |
/instruments.html, /obligations.html, /authorities.html | ItemList JSON-LD; human-readable filter + sort |
/matrix.html | Dataset JSON-LD + coverage matrix; DataDownload distribution at /api/v1/matrix.json |
/definitions/ | DefinedTermSet with instrument types + statuses as DefinedTerms |
/api/v1/*.json | Machine manifests: containers, primaries, authorities, mappings, matrix, upcoming, recently-changed |
/api/v1/of/*.json | Obligation-First binding records for authorities, instruments, terms, obligations, and administrative issuance determinations |
/calendar.ics | Enforcement calendar (iCal) |
/feed.xml, /atom.xml, /feed.json | RSS 2.0, Atom 1.0, JSON Feed 1.1 |
/sitemap.xml | Sitemap index → per-section sitemaps (records, authorities, statutes, reference, templates, bridges, meta) |
/llms.txt, /agents.json | Agent-discovery briefing + capabilities |
/.well-known/mcp.json | Installable MCP server discovery; its exact package identity and provider observations are recorded in the publication state |
/robots.txt | Explicit allow for 17 AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended, etc.) |
mcp-server.js | MCP server exposing 13 read-only tools: list_ (with jurisdiction/authority/type/status filters), get_ , list_obligations, get_obligation, list_authorities, get_authority, search, search_obligations, get_matrix, get_mappings, fetch_by_url, get_upcoming, get_recently_changed |
git clone https://github.com/snapsynapse/publedge.git
cd publedge ./scripts/validate-hashes.sh # verify integrity node scripts/validate.js # cross-reference checks node scripts/build.js # regenerate docs/ entity pages + API node scripts/build-extras.js # copy reference HTML, feeds, discovery files
To validate the Obligation-First binding, check out snapsynapse/obligation-first beside this repo or set OBLIGATION_FIRST_DIR, then run npm run validate:of.
After intentional content edits, refresh hashes:
./scripts/validate-hashes.sh --update
CI runs all of the above, plus a pa11y-ci WCAG 2.1 AA pass across every URL in the sitemap, on every push and pull request.
Choose the surface that matches the job:
curl -sS https://publedge.org/api/v1/containers.json | jq '.[0]'
record.json to its canonical record URL:curl -sS https://publedge.org/us/federal/sec-corpfin/nal/2025-001/record.json | jq '.id, .status'
{
"mcpServers": { "publedge": { "command": "npx", "args": ["-y", "publedge@0.2.5"] } } }
5. Use `search` to discover records and `fetch_by_url` when you already have a canonical PubLedge URL. The package exposes the 13 tools listed above. The complete endpoint and capability inventories are at [api/v1/index.json](https://publedge.org/api/v1/index.json), [agents.json](https://publedge.org/agents.json), and [the source-controlled publication state](https://publedge.org/design/publication-state.json).
Canonical markdown under data/examples/ is the maintained source. Published HTML, API indexes, and each record.json are generated representations and should not be edited directly. Repository checkout instructions operate source code; they are not an install claim. Use the canonical publication state to select a provider-verified package.
| Path | Purpose |
|---|---|
PROTOCOL.md | The PubLedge specification |
INTENT.md | Authoritative repository disposition, active work, and revisit triggers |
PRIOR-ART.md | Survey of analogous instrument programs |
DEFINITIONS.md | Canonical vocabulary (status values, instrument types, obligation kinds) |
MANIFEST.yaml | SHA-256 hashes for every canonical file |
_templates/jia/, _templates/rma/ | Fill-in templates with {{variable}} placeholders |
data/examples/instruments/ | 18 demonstration instruments; filename = stable id (e.g. us-ut-oaip-rma-2025-001.md) |
data/examples/authorities/ | Authority records for each issuing body |
data/examples/obligations/ | Obligation definitions linked from instruments |
data/examples/mapping/ | Obligation-to-statute mapping index |
about/ | Hand-crafted /about/ source page (copied verbatim into docs/) |
reference/ | Hand-crafted reference HTML (prior-art, disclaimer, vocabulary) |
schema/json/ | JSON Schemas + JSON-LD context |
vendor/gist/ | Pinned snapshot of the Semantic Arts gist core ontology |
scripts/ | Validators (validate.js, verify.js), build (build.js, build-extras.js), hash check |
_workshop/ | Site ontology workshop output (taxonomy, sitemap, content guide, roadmap) |
The _workshop/ directory documents the design decisions behind the layout above. Read _workshop/TAXONOMY.md, _workshop/SITEMAP.md, and _workshop/CONTENT-GUIDE.md before proposing structural changes.
_templates/jia/ or _templates/rma/.{{variable_name}} with applicable values.id to {jurisdiction}-{authority}-{type}-{YYYY-NNN} (e.g. us-ut-oaip-rma-2025-003). Filename must match: us-ut-oaip-rma-2025-003.md.status: proposed and editorial_status: draft. Add parties under parties:.data/examples/instruments/../scripts/validate-hashes.sh --update to refresh MANIFEST.yaml.node scripts/build.js && node scripts/build-extras.js to verify site regenerates cleanly.See CONTRIBUTING.md for full conventions including obligation entries, source PDFs, and OCR workflow.
PubLedge is dual-licensed:
See LICENSE for the split. Vendored snapshots retain
Only the beginning is shown; read the rest in the repo