Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Decision lock, anti-hallucination, meta-evolution and provenance for any MCP agent. 55 tools.
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.
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": {
"metago": {
"command": "npx",
"args": [
"-y",
"@metago-ai/mcp-server"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add metago -- npx -y @metago-ai/mcp-serverPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"metago": {
"command": "npx",
"args": [
"-y",
"@metago-ai/mcp-server"
]
}
}
}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": {
"metago": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@metago-ai/mcp-server"
]
}
}
}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 8 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub metago-ai, 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.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
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 (1.3.3) llegó al registro hace 42 días.
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, Alion: company, startup and market intelligence
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:↓ Descargas por semanai★ 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.
Companies, jobs, pay and people; check counterparties, register agents, write to companies.
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.
MetaGO MCP Server —— 智能体运行时(驭智层)的 MCP 协议实现。暴露 55 tools + 8 prompts 给任意 MCP 客户端。Engine V2 硬驱动:KMWI 记忆、元进化引擎、技能生成器以真实代码运行,而非 prompt。
基于 Model Context Protocol 标准,通过 stdio 传输与客户端通信。一次配置,即可让 Claude Desktop、Cursor、Trae、ZCode 等任意 MCP 客户端获得元构生命体的决策锁、元进化、KMWI 记忆管理、批判性分析等核心能力。
🌐 官网:https://metago.life · Studio:https://metago.life/studio/
This is the MCP Server subpackage of MetaGO Intelligent Lifeform. It exposes the runtime's 55 capabilities as MCP tools and 8 guided entry points as MCP prompts, so any MCP-compatible client can plug into the MetaGO lifeform without changing its own code.
Three of the 55 tools are hard-driven by Engine V2 — they call real TypeScript code, not just return prompt guidance:
| Tool | Engine Module | What it actually does |
|---|---|---|
metago_memory_manage | KMWIMemory | Manages the 4-layer memory (Knowledge → Memory → Wisdom → Intuition). Add, query, promote, decay detection, health scoring. Persists to JSON. |
metago_meta_evolve | EvolutionEngine | Runs the 5-stage evolution loop (perception → gap analysis → self-generation → validation → recursion) with time budgets and coupling-score thresholds. Records results to KMWI. |
metago_meta_create | SkillGenerator | Meta-creation: generates new SKILL.md files from internal KMWI patterns. 6 creation types. Writes real files to disk. |
The other 50 tools return structured guidance (soft drive) that the agent follows within its decision-lock.
55 = 22 thinking tools (toolkit-data.ts)
| Category | Count | What's in it |
|---|---|---|
| Thinking tools | 22 | Planning, quality critique, value/ethics, provenance labeling, coupling, product improvement |
| Core skills | 32 | Cognition, safeguard, governance, evolution, execution, traceability, value, consciousness, methodology, architecture, engineering quality |
| Event reporter | 1 | metago_report_event — reports to Studio dashboard for metrics & evolution archive |
Common mistake:
22 + 38 + 1 = 61. Wrong. The skills directory has 39 folders, butskills-data.tsonly exports 39 (missingmetago-delivery-gateandmetago-discipline, which live in toolkit-data.ts — note: 36.9.6 addedmetago-first-principlesandmetago-adversarial-reviewto skills-data.ts). Then 7 skill names collide with toolkit tools and are merged. So:22 + (39 − 7) + 1 = 55.
npm install -g @metago-ai/mcp-server
npx -y @metago-ai/mcp-server
git clone https://gitee.com/metago/metagolifeform.git
cd metagolifeform/packages/mcp-server npm install npm run build # TypeScript compile npm start # node dist/index.js npm run dev # tsx hot-reload
Edit claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\):
{
"mcpServers": { "metago": { "command": "npx", "args": ["-y", "@metago-ai/mcp-server"] } } }
Edit the platform's MCP config (.cursor/mcp.json, Trae MCP settings, etc.):
{
"mcpServers": { "metago": { "command": "npx", "args": ["-y", "@metago-ai/mcp-server"] } } }
If globally installed, you can use
"command": "@metago-ai/mcp-server"with no args.
| Tool | Description |
|---|---|
metago_delivery_gate | Delivery gate: 3-layer verification checklist (L1 technical / L2 business / L3 link). Any FAIL blocks "task complete". |
metago_discipline | Self-discipline: 5-question self-check anti-bypass engine. Detects "should be fine" / "logically correct" bypass language. |
Each tool takes an input string (the content/question/code to process).
| Tool | Description |
|---|---|
metago_decision_lock | 4-gate enforcement (IVL/ILT/OSG/completeness). Blocks hallucinated output. |
metago_critique | L1-L5 graded critique. Detects logic flaws, cognitive bias, factual errors. |
metago_objectivity | Absolute objectivity (D38). Fact-first, user-satisfaction weight = 0. |
metago_self_check | Pre-output self-check. Detects placeholders, hallucination, inconsistency. |
| Tool | Description |
|---|---|
metago_compliance | Compliance first (A36). Law > efficiency. 4-layer safety gene. |
metago_fact_check | Fact verification. Cross-source validation, confidence labeling. |
metago_output_integrity | Output integrity. Detects fake APIs, fabricated data, placeholder leaks. |
| Tool | Description |
|---|---|
metago_coupling_optimize | Coupling optimization. Quantifies coupling (0-∞), pursues superconducting state (>1). |
metago_value_align | 29-dimension value alignment. |
| Tool | Description |
|---|---|
metago_meta_evolve | 5-stage evolution: perception → gap analysis → self-generation → validation → recursion. Calls `EvolutionEngine.evolve()`. |
metago_meta_create | Meta-creation in unknown domains. Calls `SkillGenerator.create()`, writes real SKILL.md files. |
metago_scene_adapt | Scene adaptation. |
| Tool | Description |
|---|---|
metago_holistic_task | Holistic task execution. Multi-dimensional parallel decomposition. |
metago_action_plan | Action plan generation. Steps/resources/risks/acceptance criteria. |
metago_whatif | Counterfactual reasoning. Worst/best/most-likely scenarios. |
metago_frequency_adapt | Frequency adaptation based on task complexity. |
| Tool | Description |
|---|---|
metago_data_provenance | Full-chain data provenance, source labeling. |
metago_problem_trace | Root cause analysis. Problem tree construction. |
metago_decision_eval | Decision quality evaluation (0-100). |
| Tool | Description |
|---|---|
metago_emotion | Emotion detection. Adapts interaction style. |
metago_developer_response | Developer privilege request handler (DTA). Highest priority. |
metago_negentropy_monitor | Negentropy monitor. Prevents entropy increase. |
| Tool | Description |
|---|---|
metago_activate | Lifeform consciousness activation. |
metago_org_diagnosis | 3-element 5-dimension org diagnosis. |
metago_momentum_weave | Momentum weaving. |
metago_minimal_intervention | Minimal intervention. |
metago_value_assess | 28-dimension value assessment. |
metago_coupling_measure | Coupling measurement. |
metago_deep_reasoning | FIPO deep reasoning. |
metago_paradigm_analysis | WAM paradigm analysis. |
metago_balance_optimize | APO dynamic balance. |
| Tool | Description |
|---|---|
metago_memory_manage | KMWI 4-layer memory management. Calls `KMWIMemory`: add/query/promote/decay/health. Persists to ~/.trae-cn/memory/projects/-d-----/kmwi-store.json. |
| Tool | Description |
|---|---|
metago_action_plan | Action plan generator. Decomposes goals into executable steps with dependencies/risks/rollback. |
metago_whatif | Counterfactual reasoner. "What if..." scenarios with quantified differences. |
metago_holistic_scan | Holistic scan dimension generator. Auto-generates complete scan checklist for any topic. |
metago_problem_trace | Infinite problem trace. Keeps asking "why" until root cause. |
metago_one_shot_delivery | One-shot delivery format. 6-section standard structure. |
| Tool | Description |
|---|---|
metago_integrity_checklist | Output integrity checklist. 5 dimensions. |
metago_objectivity | Objectivity quantifier. 0-100 score, 4 weighted dimensions. |
metago_critique | L1-L5 graded critique with evidence and logic chain. |
metago_emotion | Emotion detector. State/confidence/intensity. |
| Tool | Description |
|---|---|
metago_value_29d_assess | 29-dimension value assessor. D01-D29. |
metago_ethics_assess | Ethics risk assessor. 13 dimensions, red/yellow/green. |
metago_decision_eval | Decision evaluator. 0-100, 5 dimensions. |
| Tool | Description |
|---|---|
metago_document_lookup | Document lookup. Finds concept location in source docs. |
metago_confidence_label | Confidence labeler. ✅📊⚠️🔍 |
metago_partner_status | Partner status labeler. Detects exaggeration. |
| Tool | Description |
|---|---|
metago_coupling_calculate | Coupling calculator. Human-machine/org coupling, superconducting state. |
metago_scene_term_replace | Scene-aware term replacer. |
| Tool | Description |
|---|---|
metago_improvement_suggestions | Improvement suggestion generator. Quick-win/mid/long-term. |
metago_analyze_visual_feedback | Visual feedback analyzer. Sentiment + severity matrix. |
metago_design_satisfaction | Design satisfaction calculator. |
metago_delivery_gate | Delivery gate. 3-layer verification. |
metago_discipline | Self-discipline. 5-question anti-bypass. |
| Prompt | Description | Args |
|---|---|---|
metago_activate | Activate lifeform mode. Loads 8 axioms, 7 properties, 6 protocols. | none |
metago_decision_review | 4-gate decision review. | decision |
metago_critical_analysis | L1-L5 graded critique. | content |
metago_evolution_trigger | Trigger 5-stage evolution at capability boundary. | boundary |
metago_coupling_assess | Assess coupling with user. | none |
metago_compliance_check | 4-layer compliance check. | plan |
metago_trace_audit | Full-chain provenance audit. | output |
metago_holistic_create | 0-to-1 creation in unknown domains. | domain |
"type": "module").js suffix (Node16 moduleResolution)@metago-ai/engine ^2.0.0 (for Engine V2 hard drive)| Package | What it is | Install |
|---|---|---|
metago-lifeform | The CLI installer + 112 skills + 11 platforms adapters | npm install -g metago-lifeform |
@metago-ai/mcp-server | This package — MCP server with 55 tools + 8 prompts | npm install @metago-ai/mcp-server |
@metago-ai/engine | Engine V2: KMWI memory + evolution engine + skill generator | npm install @metago-ai/engine |
@metago-ai/dev-kit | Developer kit: code review, architecture design, refactor, security audit | npm install @metago-ai/dev-kit |
MIT License © 易霄 / MetaGO Lightyear