Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
is it worth your commit? Pre-flight triage for OSS contribution targets.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
GITHUB_TOKENLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"gitworthy": {
"command": "npx",
"args": [
"-y",
"gitworthy"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add gitworthy --env GITHUB_TOKEN=your-value -- npx -y gitworthyCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"gitworthy": {
"command": "npx",
"args": [
"-y",
"gitworthy"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"gitworthy": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"gitworthy"
],
"env": {
"GITHUB_TOKEN": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub trippyogi, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: GITHUB_TOKEN
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.3.6) llegó al registro hace 3 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Reelsaw
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Drive a self-hosted Reelsaw: turn long videos into vertical clips, edit, re-render and export them.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
Gitworthy
The decision layer before a coding agent starts work.
Gitworthy helps coding agents scout, rank, and preflight software work before they spend cycles implementing it. It finds the strongest candidates, checks whether the work is already handled or blocked, and returns evidence-backed ACT , VERIFY , or SKIP decisions for each target.
MCP setup · CLI · Agent workflow · Verdicts · Troubleshooting · Case studies · Roadmap · Contributing
Coding agents make implementation cheap. Choosing the wrong task is still expensive.
An issue can look open while:
main but has not been released;Gitworthy performs that preflight before a human or agent spends the next unit of work.
The agent owns the loop. Gitworthy is the MCP decision engine it calls to scout and validate work.
Contribution goal, repository, or organization
│ ▼ Cursor / ChatGPT / Hermes / agent │ Gitworthy MCP │ ▼ policy → scan → rank → preflight │ ┌────────┼────────┐ ▼ ▼ ▼ ACT VERIFY SKIP queue it inspect drop it │ ▼ optional portfolio (mode + dispatch, not a new verdict) │ ▼ Ranked candidate shortlist │ ▼ Select a candidate │ ▼ recheck → reproduce → implement → review
There are two distinct lanes:
ACT means “worth considering,” not “start coding blindly.” Scout results go stale, so Gitworthy should be run again when an agent actually claims or begins a target.
See docs/AGENT_WORKFLOW.md for the complete agent policy, tool-selection guide, and scout-to-execute handoff.
{
"mcpServers": { "gitworthy": { "command": "npx", "args": ["-y", "gitworthy@latest", "mcp"], "env": { "GITHUB_TOKEN": "github_pat_..." } } } }
Run or deploy the same engine over HTTP and point the client at a URL:
export GITWORTHY_MCP_TOKEN="$(openssl rand -hex 32)"
export GITHUB_TOKEN="github_pat_..." npx -y gitworthy@latest mcp --http --host 127.0.0.1 --port 8787
{
"mcpServers": { "gitworthy": { "url": "https://mcp.example.com/mcp", "headers": { "Authorization": "Bearer ${env:GITWORTHY_MCP_TOKEN}" } } } }
Non-loopback binds require GITWORTHY_MCP_TOKEN. Keep GITHUB_TOKEN on the server. Full deploy and Cloud Agent notes: docs/HTTP_MCP.md. Tool descriptions, annotations, and structured results: docs/MCP.md. Portable Agent Plugins packaging (skill + MCP): docs/AGENT_PLUGINS.md.
Give the agent a policy like this:
Use Gitworthy before investing in external repository work. Use
huntto
build a short ranked queue. Read each candidate's
worth_check;huntdoes
not produce one global verdict. Treat
ACTas a queue candidate, perform the
named checks on
VERIFY, and removeSKIPcandidates. Before implementing a
selected target, rerun
worth_checkand follow the repository's contribution
policy.
The token only needs read access to public repositories. For the most accurate linked-work detection, use a classic PAT or a fine-grained token with Issues: Read so Gitworthy can see timeline cross-references. Weaker tokens still work, but missing visibility is reported in not_checked.
Check that your environment is ready:
npx -y gitworthy@latest doctor --json
Evaluate a specific issue:
npx -y gitworthy@latest check owner/repo#123
Render a deterministic handoff brief from a stored decision:
npx -y gitworthy@latest brief decision_abc123 --format markdown --out brief.md
Brief generation is read-only over the local store and never calls GitHub, npm, or an LLM. Stored decisions are considered stale after 24 hours; stale briefs warn and recommend recheck.
Scout and preflight a short list of contribution targets:
npx -y gitworthy@latest hunt owner/repo --json
npx -y gitworthy@latest hunt openclaw --max-checks 3 --json
Use @latest for exploration. Pin a version in repeatable agent workflows and CI.
hunt actually returnshunt is a bounded funnel, not a bulk verdict command:
contribution policy
↓ scan repository or organization ↓ rank issue quality and optional skill fit ↓ remove obvious land-only, assigned, weak, or known-SKIP rows ↓ run worth_check on only the best few candidates ↓ return candidates with individual verdicts and evidence
The agent should read each hunt_candidate.worth_check. Gitworthy intentionally avoids running an expensive full preflight on every issue returned by a broad scan.
| Verdict | Scout behavior | Execution behavior |
|---|---|---|
| ACT | Add it to the ranked queue after reading evidence. | Recheck before claiming or implementing; proceed only if fresh state and policy still allow it. |
| VERIFY | Surface it with the unresolved checks named. | Resolve those checks before forking or making a public claim. |
| SKIP | Remove it from the queue. | Do not begin parallel work; inspect the cited work or choose another target. |
A verdict is not a vibes-based score. Gitworthy returns structured evidence, the checks it completed, and the checks it could not complete.
A target issue in block/buzz appeared open, but a prior implementation already existed in a pull request using nearly the same title.
Target: block/buzz#1659
Verdict: VERIFY Disposition: review
Evidence:
Next action: Inspect the current implementation before starting parallel work.
That case also exposed a false-positive path in duplicate detection: GitHub's issues API includes pull requests. The fix became a regression test and calibration case.
More real contribution sessions are documented in CASE_STUDIES.md.
Gitworthy combines bounded checks that answer different ways a task can be unsafe or wasteful to start.
| Check | What it protects against |
|---|---|
| Linked work | Existing pull requests, assignments, referenced commits, and prior attempts |
| Branch scan | Work already present on unlinked remote branches |
| Issue vs. main | Fixes that landed while the issue remained open |
| Release gap | Changes on main that are not in the published package |
| Contribution policy | Claim requirements, assignment rules, and repositories that do not accept pull requests |
| Duplicate analysis | Related or previously reported issues |
| Scan / org scan | Unranked issue tracker noise |
| Hunt | Wasteful broad checking by narrowing candidates before expensive preflight |
The CLI and MCP server are thin adapters over the same TypeScript core.
Gitworthy is designed to be useful without pretending to know more than it checked.
SKIP.SKIP requires definitive evidence.VERIFY.checked and not_checked fields.ACT does not mean “blindly start coding.” Read the evidence, disposition, reasons, linked work, and repository policy before investing.
Every core result includes a structured envelope:
{
"verdict_summary": "one sentence", "evidence": [], "signals": [], "checked": [], "not_checked": [], "cached": false, "fetched_at": "2026-01-01T00:00:00.000Z" }
signals is the load-bearing input to the decision policy. checked and not_checked are part of the result, not footnotes.
gitworthy check owner/repo#123 [--npm-package name] [--json]
gitworthy hunt owner/repo [--manifest path] [--max-checks 3] [--json] gitworthy portfolio owner/repo [--max-items 10] [--json] gitworthy prs owner/repo [--json] gitworthy ci-triage --head-check test:failure --base-check test:success [--json] gitworthy history owner/repo --path src/core/hunt.ts [--json] gitworthy opportunity-ingest --source hermes-eval --id case-9 [--json] gitworthy scan owner/repo [--label "help wanted"] [--json] gitworthy org owner [--manifest path] [--max-repos 8] [--json] gitworthy policy owner/repo [--json] gitworthy init [--user] [--repo] [--json] gitworthy config validate [--path path] [--manifest path] [--json] gitworthy config show --effective [--json] gitworthy profile show [--json] gitworthy related owner/repo [issue] [--json] gitworthy ledger show owner/repo#123 [--json] gitworthy doctor [--json] gitworthy mcp gitworthy mcp --http [--host 127.0.0.1] [--port 8787] [--stateless]
Exit codes for check:
0 — ACT10 — VERIFY20 — SKIP1 — errorSee SKILL.md for the strict contribution gates and docs/AGENT_WORKFLOW.md for the explanatory workflow guide.
| Doc | Topic |
|---|---|
| docs/AGENT_WORKFLOW.md | Scout vs execute, tool selection |
| docs/VERDICTS.md | ACT / VERIFY / SKIP and dispositions |
| docs/CLI.md | CLI reference and exit codes |
| docs/MCP.md | MCP tools, annotations, structured results |
| docs/AGENT_PLUGINS.md | Agent Plugins v1 packaging (skill + MCP) |
| docs/HTTP_MCP.md | Streamable HTTP MCP |
| docs/CONFIG.md | Config, manifests, profiles |
| docs/DATA.md | Local store, outcomes, captures |
| docs/EVALS.md | Frozen / live / private eval |
| docs/CORPUS.md | Corpus taxonomy (pass rate vs precision) |
| [docs
Solo se muestra el principio; lee el resto en el repo