Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing.
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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Works in Claude on the web, desktop and mobile:
https://mcp.thinkneo.ai/mcpRun this in your terminal
claude mcp add --transport http control-plane https://mcp.thinkneo.ai/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"control-plane": {
"url": "https://mcp.thinkneo.ai/mcp"
}
}
}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": {
"control-plane": {
"type": "http",
"url": "https://mcp.thinkneo.ai/mcp"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://mcp.thinkneo.ai/mcpMenu names can differ slightly by plan and over time.
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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 against the domain thinkneo.ai (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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 in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.29.0) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Zoo MCP
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.
An MCP server that provides access to the Zoo API for various CAD operations and tools.
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 MCP server with built-in defense layer (ThinkShield).
Part of the ThinkNEO Platform — enterprise AI governance.
An open-source MCP server providing 72 tools for AI governance, observability, and security:
We open-source our defense layer because real security doesn't depend on hidden rules — it depends on tested, audited, continuously improved detection plus a strong governance moat around it.
Snort. Suricata. Falco. OWASP CRS. The security industry runs on open detection. We follow that tradition.
The detection is open. The governance is proprietary. That's where the moat is.
Open Source (this repo) Proprietary (thinkneo.ai)
┌─────────────────────────────────┐ ┌──────────────────────────────────┐ │ │ │ │ MCP Clients ────>│ 72 MCP Tools │ │ Governance Orchestration │ (Claude, Cursor, │ ├── Guardrails & Safety │────>│ ├── Policy Engine (AIRGP) │ ChatGPT, etc.) │ ├── FinOps & Smart Routing │ │ ├── Cryptographic Audit Chain │ │ ├── Observability │ │ ├── Tenant Management │ A2A Agents ─────>│ ├── Compliance & Validation │ │ ├── Enterprise Integrations │ (Google A2A) │ └── MCP-A2A Bridge (24 skills) │ │ └── SLA & Support │ │ │ │ │ │ ThinkShield Defense Layer │ │ SHA-256 Hash Chain (949K+ rows) │ │ ├── Detection Engine │ │ Stripe Billing │ │ ├── 5 Rule Packs │ │ Resend Email │ │ └── ASGI Middleware │ │ Multi-tenant Auth │ │ │ │ │ └─────────────────────────────────┘ └──────────────────────────────────┘ Apache-2.0 License Commercial License
# Clone
git clone https://github.com/thinkneo-ai/mcp-server.git cd mcp-server
pip install -r requirements.txt
python -m uvicorn src.server:app --host 0.0.0.0 --port 8081
python -m pytest tests/ -q
Or with Docker:
cd deploy
docker compose up -d
Connect from Claude Desktop, Cursor, or any MCP client:
https://mcp.thinkneo.ai/mcp
Free tier: 500 calls/month, auto-provisioned API key. All 72 tools available.
| Directory | Description | License |
|---|---|---|
src/tools/ | 72 MCP tools — governance, security, FinOps, observability | Apache-2.0 |
src/thinkshield/ | Defense layer — detection engine, 5 rule packs | Apache-2.0 |
tests/thinkshield/ | ThinkShield test suite — 145 tests + attack/benign fixtures | Apache-2.0 |
agent.json | A2A Agent Card — 24 skills bridged from MCP | Apache-2.0 |
| Pack | Detects |
|---|---|
injection | SQL injection, XSS, command injection, path traversal |
auth | Credential stuffing, brute force, token replay, privilege escalation |
abuse | Rate abuse, resource exhaustion, API scraping |
recon | Path probing, tool enumeration, method probing, fingerprinting |
headers | Header anomalies, spoofing, missing security headers |
Governance (6) | Guardrails (3) | FinOps (4) | Smart Router (4) | Trust Score (2) | Registry (5) | Bridge (4) | Observability (5) | Business Value (6) | A2A Control (4) | Optimization (1) | Outcome Validation (4) | Policy Engine (4) | Benchmarking (3) | Compliance (2) | Agent SLA (4) | Audit Export (3) | Cache (3) | Security (5) | Tokens (1) | Memory (2) | Scheduling (1) | Alerts (1)
Full tool reference: docs/quickstart.md
Complete Model Context Protocol 2024-11-05 implementation. Forward-compatible with MCP 2025-03-26.
| Capability | Status | Details |
|---|---|---|
| tools | 72 tools, full annotations | destructiveHint, readOnlyHint, idempotentHint, openWorldHint |
| resources | 2 resources | Getting Started guide, Supported Providers |
| prompts | 2 prompts with completions | governance_audit, policy_preflight |
| logging | logging/setLevel | 8 levels, per-session, audit trail |
| completions | completion/complete | workspace (auth-scoped), provider, model (provider-aware) |
This repo is part of the ThinkNEO ecosystem:
| Project | Description |
|---|---|
| ThinkNEO Platform | Enterprise AI governance platform |
| AIRGP | AI Runtime Governance Protocol — open standard |
| A2ASTC | A2A Security & Trust Conformance |
| ThinkNEO SMB Hub | Business applications for SMBs |
| Robotics Governance | Robot fleet governance dashboard |
See SECURITY.md for vulnerability reporting.
See CONTRIBUTING.md.
| Server | Description | Tools |
|---|---|---|
| thinkneo-control-plane | Enterprise AI Control Plane (this repo) | 72 tools |
| thinkneo-mcp-smb-products | SMB standalone products — self-serve via TNC credits | 37 tools |
Apache-2.0 — see LICENSE.
ThinkNEO AI Technology Co., Ltd. — Hong Kong CR No. 2296774.
Built by the team behind the ThinkNEO Enterprise AI Control Plane, AIRGP protocol, and A2ASTC conformance suite.