Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Model-agnostic MCP control plane for HAI: bounded missions, owner-gated actions, drift checks.
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.
HAI_HOME, HAI_OWNER_HOME, HAI_TRANSPORT, HAI_HTTP_HOST, HAI_HTTP_PORT, HAI_HTTP_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": {
"hai": {
"command": "uvx",
"args": [
"hai-mcp"
],
"env": {
"HAI_HOME": "your-value",
"HAI_OWNER_HOME": "your-value",
"HAI_TRANSPORT": "your-value",
"HAI_HTTP_HOST": "your-value",
"HAI_HTTP_PORT": "your-value",
"HAI_HTTP_TOKEN": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add hai --env HAI_HOME=your-value --env HAI_OWNER_HOME=your-value --env HAI_TRANSPORT=your-value --env HAI_HTTP_HOST=your-value --env HAI_HTTP_PORT=your-value --env HAI_HTTP_TOKEN=your-value -- uvx hai-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"hai": {
"command": "uvx",
"args": [
"hai-mcp"
],
"env": {
"HAI_HOME": "your-value",
"HAI_OWNER_HOME": "your-value",
"HAI_TRANSPORT": "your-value",
"HAI_HTTP_HOST": "your-value",
"HAI_HTTP_PORT": "your-value",
"HAI_HTTP_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": {
"hai": {
"type": "stdio",
"command": "uvx",
"args": [
"hai-mcp"
],
"env": {
"HAI_HOME": "your-value",
"HAI_OWNER_HOME": "your-value",
"HAI_TRANSPORT": "your-value",
"HAI_HTTP_HOST": "your-value",
"HAI_HTTP_PORT": "your-value",
"HAI_HTTP_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.
HAI_HOME envHAI_OWNER_HOME envHAI_TRANSPORT envHAI_HTTP_HOST envHAI_HTTP_PORT envEsta 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 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub smlfg, 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: HAI_HTTP_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 (0.1.0) llegó al registro hace 25 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv) en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Hunter Killer
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.
Liquidation walls, snapshot age, evidence labels and a public record. Managed OAuth.
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.
HAI-MCP · Model-agnostic MCP control-plane for the Human Agent Interface (HAI) approach
Agents are now driving shells, editors, browsers, and CI. Most of them work without a human in the loop long enough for the human to lose the thread. HAI — the Human Agent Interface — is an opinionated, evidence-based way to keep agentic work observable, bounded, owner-gated, and recoverable so a human can still *own* the work even when an agent is doing it.
HAI-MCP is the open-source, model-agnostic implementation of that approach. It is one of the pieces of Samuel Fleig's HAI stack — the part that any Model-Context-Protocol-speaking client can talk to, regardless of which LLM sits behind it.
Canonical site: https://www.human-agent-interface.com/ ·
About Samuel: https://www.human-agent-interface.com/samuel/
MCP — the Model Context Protocol — is a standard JSON-RPC interface that lets a tool server expose tools, resources, and prompts to an LLM-backed client (Claude Code, Codex, Cursor, Grok, OpenCode, Hermes, …). The client discovers the server's tools and calls them during a conversation; the server stays stateless from the model's point of view.
A control-plane server is one that does not do the work itself — it governs how work is authorised, scoped, recorded, and handed back to the human. Concretely, an MCP control-plane:
| Concern | What HAI-MCP exposes for it |
|---|---|
| Mission contract | hai_open_mission, hai_get_contract, hai_recontract |
| Session leasing | hai_authorize_session — time-bounded, contract-versioned |
| Activity classification | hai_check_activity / hai_drift_check — on-contract vs. off-contract |
| Focus & lanes | hai_set_focus, hai_status — at most 2 ACTIVE lanes |
| Owner gate | one-time nonces out-of-band (HAI_OWNER_HOME or ntfy), or Touch ID on macOS, for accept / recontract / abandon |
| Evidence & closure | hai_proof, hai_close_mission, hai_stop |
| Inbox & intake | hai_intake, hai_distill, hai_park, hai_park_item |
| Recovery | hai_checkpoint, hai_recover |
HAI-MCP is deliberately not an agent runtime. It never calls an LLM, never runs shell, never pushes to git, and never deletes files. It is the judge — agents call it to ask *"may I?"* and to record *"I did"*.
String "2" is refused for an Integer field; the server stays reachable instead of silently mangling types.hai_authorize_session binds a lease to a mission id, a contract version, a duration, a role, a contribution, and a claimed criterion set.hai_check_activity classifies planned or observed activity against the contract without ever calling an LLM.HAI_OWNER_HOME / file, or ntfy). The client never sees the code. The code is bound to the exact change, single-use, expiring; only the hash is stored in HAI_HOME.owner_ack flag — an honor system, surfaced as such by hai_health.hai_bind_project joins a logical project_id to a device-local directory behind owner_ack + reason.streamable-http with optional bearer-token binding (loopback only by default).hai_checkpoint snapshots context; hai_recover returns the smallest recovery next action.Requires Python ≥ 3.12 and uv.
git clone https://github.com/smlfg/hai-mcp.git
cd hai-mcp uv sync --all-extras uv run hai-mcp # stdio transport, default
Streamable-HTTP transport:
HAI_TRANSPORT=streamable-http \
HAI_HTTP_HOST=127.0.0.1 \ HAI_HTTP_PORT=8765 \ HAI_HTTP_TOKEN="$(openssl rand -hex 32)" \ uv run hai-mcp
HTTP binding to non-loopback hosts is refused unless
HAI_HTTP_TOKENis
set. See
docs/OWNER_GATE.mdand the--helpoutput.
The server is transport-agnostic; every MCP client gets the same 23 tools. Drop the snippet into the client's MCP config and restart.
{
"mcpServers": { "hai": { "command": "uv", "args": [ "run", "--directory", "/absolute/path/to/hai-mcp", "hai-mcp" ], "env": { "HAI_HOME": "/home/you/.hai", "HAI_OWNER_HOME": "/home/you/.hai-owner" } } } }
Cursor plugin: this repo is also a Cursor plugin (.cursor-plugin/plugin.json + mcp.json). It starts the server from PyPI with uvx hai-mcp, state goes to ~/.hai and ~/.hai-owner by default. Requires uv.
Manual config:
{
"mcpServers": { "hai": { "command": "uv", "args": [ "run", "--directory", "/absolute/path/to/hai-mcp", "hai-mcp" ], "env": { "HAI_HOME": "/home/you/.hai", "HAI_OWNER_HOME": "/home/you/.hai-owner" } } } }
Same shape — point at the uv run --directory … hai-mcp command and pass the two env vars. More snippets live in docs/client-snippets/.
A typical agent loop calls HAI-MCP before it acts and after it acts.
hai_mission_start(
problem = "Refactor the evaluator harness to be deterministic.", artifact = "Pull request titled 'evaluator: deterministic harness'.", done_criteria = [ {"id": "C1", "description": "Two A/B cases produce identical verdicts on three reruns."}, {"id": "C2", "description": "Harness runs offline; no live network calls."}, ], owner = "samuel", time_limit_hours = 6, non_goals = ["Do not touch the MCP server.", "Do not change contract shapes."], constraints = {"python": ">=3.12", "branch": "slice/eval-determinism"}, )
hai_authorize_session(
mission_id = " ", contract_version = 1, agent_identity = "codex-cli", role = "implementer", contribution = "Deterministic A/B harness", expected_result = "Green pytest with frozen inputs.", duration_minutes = 90, criterion_ids = ["C1", "C2"], device_id = "mbp-mirgraatin", harness_id = "codex-cli/0.45", )
hai_check_activity(
session_id = " ", activity_step = "Replace random.seed with a seeded fixture in tests/test_eval_ab.py", criterion_id = "C1", affected_paths = ["tests/test_eval_ab.py", "tests/fixtures/ab/case1.json"], )
hai_proof(
mission_id = " ", contract_version = 1, outcome_summary = "A/B cases produce identical verdicts on three reruns; harness offline.", evidence = { "C1": {"command": "pytest tests/test_eval_ab.py -q", "exit_code": 0, "reruns": [0, 0, 0]}, "C2": {"command": "pytest tests/test_eval_ab.py -q --offline", "exit_code": 0}, }, )
For hai_accept_next_step, hai_recontract, or abandoning a mission, the first call without owner_code asks the owner out of band.
HAI_OWNER_HOME or an ntfy topic. Relaying it back as owner_code= completes the action. The client never sees the code; only its hash is stored in HAI_HOME.HAI_OWNER_CHANNEL=touchid on the server. The server shows a Touch ID prompt and returns status: owner_approved. Call the same tool again with the same arguments (no code) to apply that exact change. Optional: HAI_OWNER_TOUCHID_TIMEOUT (default 60), HAI_OWNER_TOUCHID_HELPER (a compiled binary), and HAI_OWNER_TOUCHID_FALLBACK=file only when Touch ID cannot run.The approval is bound to the exact change and is single-use. On a Mac, uv run python scripts/manual_touchid.py prompt and … gate exercise the real sensor; CI mocks the helper. Detail: docs/OWNER_GATE.md.
$HAI_HOME — default ~/.hai$HAI_OWNER_HOME — default ~/.hai-owner (deliberately outside HAI_HOME so the agent cannot read it) /Projek-Managment/ (legacy) or device mount + relative prefixes when a project_id is boundHAI_HOME/core/projects.jsonAll writes are resolved and confined to these roots.
hai-mcp/
├── docs/ │ ├── TOOL_CONTRACT.md # normative tool contract (gates, errors, schemas) │ ├── OWNER_GATE.md # nonce + ack_legacy owner-gate spec │ ├── BUILD_HANDOFF.md │ ├── client-snippets/ # ready-to-paste mcp.json snippets │ ├── eval/ # A/B harness contract │ ├── plans/ # dated design slices │ └── visuals/ # mission-lifecycle banner assets ├── scripts/ # stdio smoke + impact-eval runner ├── src/hai_mcp/ # the server └── tests/ # 203 tests
HAI-MCP is intentionally narrow. It does not:
hai_check_activity / hai_proof.Solo se muestra el principio; lee el resto en el repo