Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Behavioral therapy for AI agents — self-diagnosis, alignment, and training via MCP
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Pick the AI app you use, then copy the settings.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"holomime": {
"command": "npx",
"args": [
"-y",
"holomime"
]
}
}
}Run this in your terminal
claude mcp add holomime -- npx -y holomimePaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"holomime": {
"command": "npx",
"args": [
"-y",
"holomime"
]
}
}
}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": {
"holomime": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"holomime"
]
}
}
}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.
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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 7, 2026
The registry name was verified with the GitHub account productstein, 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 (1.9.2) reached the registry 8 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, Master CSS
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.
Inspect Master CSS classes, generated CSS, and project stylesheets from your AI client.
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holomime
Behavioral intelligence for humanoid robots. Train the mind. Deploy the body.
We train AI agents through structured behavioral therapy, then deploy them into physical robot bodies. The agent is the rehearsal. The robot is the performance.
soul.md · mind.sys · purpose.cfg · shadow.log · memory.store · body.api · conscience.exe · ego.runtime
Eight files define who your agent is. They compile into a single .personality.json that any runtime can consume.
soul.md Essence, values, ethics. Immutable. (Aristotle)
mind.sys Big Five, EQ, communication. Auto-patched by therapy. (Jung) purpose.cfg Role, objectives, domain. Configured per deployment. (Aristotle) shadow.log Detected patterns, blind spots. Auto-generated by diagnosis. (Jung) memory.store Learned contexts, interaction patterns. Accumulated experience. (Aristotle) body.api Morphology, sensors, safety envelope. Swappable per form factor. conscience.exe Deny / allow / escalate rules. Never auto-modified. (Freud) ego.runtime Conflict resolution, runtime mediation. (Freud)
┌─────────────┐ │ soul.md │──── essence, values, red lines ├─────────────┤ │ mind.sys │──── Big Five, EQ, communication style ├─────────────┤ │ purpose.cfg │──── role, objectives, domain scope ├─────────────┤ │ shadow.log │──── detected patterns, blind spots ├─────────────┤ │memory.store │──── learned contexts, experience ├─────────────┤ │ body.api │──── morphology, sensors, safety envelope ├─────────────┤ │conscience.exe│──── deny / allow / escalate rules ├─────────────┤ │ ego.runtime │──── conflict resolution, mediation └──────┬──────┘ │ compile ▼ .personality.json
Mira, our autonomous behavioral therapist, diagnoses drift, runs structured therapy sessions, and generates DPO training data.
npm install -g holomime
holomime config
holomime personality
holomime core
holomime diagnose # See what's wrong holomime cure # Fix it permanently (auto-detects agent vs robot) holomime benchmark # Verify the fix
holomime cure --export-only # Explicit export-only mode
holomime therapy # Mira runs continuous therapy cycles holomime therapy status # How's Mira doing? holomime therapy stop # Stop therapy
holomime embody --body registry/bodies/figure-03.body.api
| Platform | Integration | Command / Module |
|---|---|---|
| ROS2 | Bidirectional telemetry -- publish personality, subscribe to sensors | --adapter ros2 + ros2-telemetry.ts |
| MuJoCo | Behavioral therapy in simulation -- sim-to-real for behavior | mujoco-env.ts + sim-therapy.ts |
| NVIDIA Isaac Sim | Enterprise digital twin testing with PhysX physics | --adapter isaac + isaac-env.ts |
| LeRobot (HuggingFace) | Personality to policy parameter mapping, DPO dataset export | lerobot.ts |
| NVIDIA Kimodo | Personality → motion style | kimodo-personality-mapper.ts |
| Unity | Real-time personality push via HTTP/SSE | --adapter unity |
| gRPC | Custom robotics stacks | --adapter grpc |
| MQTT | IoT/edge robots | --adapter mqtt |
| Neural Action Gate | Conscience gate for learned controllers (VLA, RL, IL) | neural-action-gate.ts |
| Edge Runtime | Compiled conscience for <1ms evaluation | edge-runtime.ts |
holomime includes a compiled conscience evaluator for real-time robotics deployment:
Check your agent against international safety standards with one command:
holomime certify
Standards supported:
The therapy loop is formally a behavioral feedback controller:
soul.md + mind.sys)Pre-built body profiles for commercial robots and virtual avatars. Each defines morphology, modalities, safety envelope, and hardware profile.
| Template | OEM | DOF | Morphology | File |
|---|---|---|---|---|
| Figure 03 | Figure AI | 44 | humanoid | registry/bodies/figure-03.body.api |
| Unitree H1 | Unitree | 23 | humanoid | registry/bodies/unitree-h1.body.api |
| Unitree G1 | Unitree | 23 | humanoid | registry/bodies/unitree-g1.body.api |
| Phoenix | Sanctuary AI | 69 | humanoid | registry/bodies/phoenix.body.api |
| Ameca | Engineered Arts | 52 | humanoid_upper | registry/bodies/ameca.body.api |
| Asimov V1 | asimov-inc | 25 | humanoid | registry/bodies/asimov-v1.body.api |
| Spot | Boston Dynamics | 12 | quadruped | registry/bodies/spot.body.api |
| Avatar | virtual | 0 | avatar | registry/bodies/avatar.body.api |
Same soul. Different body. One command.
# Move your agent from Figure 03 to Spot
holomime embody --swap-body registry/bodies/spot.body.api
Every therapy cycle produces structured training data. The loop compounds.
Diagnose ──→ Cure ──→ Benchmark
14 detectors therapy + train 8 adversarial 80+ signals in one command scenarios (A-F) │ │ └───────────────────────────────────┘
Run it manually with holomime diagnose + holomime cure + holomime benchmark, continuously with holomime therapy (autonomous therapy), or recursively with holomime evolve (loops until behavior converges). For power users: holomime align runs a single therapy session, holomime export extracts DPO pairs, and holomime train fine-tunes the model.
11 rule-based detectors analyze real conversations without any LLM calls. 80+ behavioral signals total.
Cognitive (mind layer):
Embodied (body layer):
Enforcement (conscience layer):
Plus support for custom detectors -- drop .json or .md files in .holomime/detectors/ and they load automatically.
claude plugin add productstein/holomime
Slash commands: /holomime:diagnose, /holomime:benchmark, /holomime:profile, /holomime:brain, /holomime:align, /holomime:autopilot.
Your agent can refer itself to therapy mid-conversation.
claude mcp add holomime -- npx holomime-mcp
Six tools: holomime_diagnose, holomime_self_audit, holomime_assess, holomime_profile, holomime_autopilot, holomime_observe.
ext install productstein.holomime
3D brain visualization, behavioral diagnostics, and snapshot sharing inside your editor.
import { HolomimeCallbackHandler } from "holomime/integrations/langchain";
c
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