ThinkNEO Control Plane

ai.thinkneoPublished by thinkneo.aiOfficial publisherv1.29.0Updated Oct 24, 2026

Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing.

VerifiedStreamable HTTPWeb executableCloud & InfrastructureSecurity & MonitoringAI & ML

Overview

AI-generated overview

A remote MCP server for enterprise AI governance, offering 72 tools for guardrails, spend tracking, routing, observability, compliance and security.

What you can do
Apply governance and guardrail checks, policy engine rules and trust scoring to AI usage and agent activity, with prompts for governance audits and policy preflight checks. Track spend and cost (FinOps), route requests to providers and models, and manage a provider/model registry. Monitor usage and observability, validate outcomes, benchmark agents, and export audit records. Run security detection through ThinkShield rule packs covering injection, auth abuse, recon and header anomalies. Bridge MCP to Google's A2A protocol with agent control skills, plus caching, memory, scheduling and alerts tools.
When to use it
Useful when an organization wants an assistant to apply policy, guardrail and spend controls around AI and agent activity, or to inspect governance, compliance and security signals from one endpoint. Less relevant for individual users who only need general-purpose tools.
Requirements
Remote streamable HTTP endpoint at mcp.thinkneo.ai; no authentication, environment variables or headers are declared in the manifest. The README mentions a free tier of 500 calls per month with an auto-provisioned API key, and a self-hosted option via git clone, pip install and uvicorn or Docker.
Before you install
The README states governance orchestration, audit chain, tenant management and enterprise integrations are proprietary and run at thinkneo.ai, so some functions depend on that third-party service. The free tier is limited to 500 calls per month and paid billing is mentioned. Many tools are governance, security and audit oriented and may record or export activity data; check what is sent to the remote service before use.

Installation

In SourceWeft

  1. Open ThinkNEO Control Plane in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.thinkneo%2Fcontrol-plane/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "thinkneo-control-plane": {
      "type": "http",
      "url": "https://mcp.thinkneo.ai/mcp"
    }
  }
}

README

ThinkNEO MCP Server

Open MCP server with built-in defense layer (ThinkShield). Part of the ThinkNEO Platform — enterprise AI governance.

[License: Apache-2.0] [MCP Protocol] [A2A Protocol] [Tools] [A2A Skills] [Glama AAA] [Tests]

What This Is

An open-source MCP server providing 72 tools for AI governance, observability, and security:

  • ThinkShield — Production defense layer: detection engine, 5 rule packs, runtime middleware. 145 tests, p99 < 1ms.
  • 72 MCP Tools — Governance, guardrails, FinOps, smart routing, observability, compliance, outcome validation, and more.
  • 24 A2A Skills — Bidirectional MCP-A2A bridge for Google's Agent-to-Agent Protocol (v0.3.0, Linux Foundation).
  • Apache-2.0 — Use it, fork it, contribute.

What This Is Not

  • Not the full ThinkNEO Platform. Governance orchestration, cryptographic audit chain, tenant management, and enterprise integrations are proprietary and run at thinkneo.ai.
  • Not a standalone security product. ThinkShield is the defense component of a larger governed platform.

Why Open

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.

Architecture

                        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

Quickstart

bash
# Clonegit clone https://github.com/thinkneo-ai/mcp-server.gitcd mcp-server
# Installpip install -r requirements.txt
# Runpython -m uvicorn src.server:app --host 0.0.0.0 --port 8081
# Testpython -m pytest tests/ -q

Or with Docker:

bash
cd deploydocker 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.

Components

DirectoryDescriptionLicense
src/tools/72 MCP tools — governance, security, FinOps, observabilityApache-2.0
src/thinkshield/Defense layer — detection engine, 5 rule packsApache-2.0
tests/thinkshield/ThinkShield test suite — 145 tests + attack/benign fixturesApache-2.0
agent.jsonA2A Agent Card — 24 skills bridged from MCPApache-2.0

ThinkShield Rule Packs

PackDetects
injectionSQL injection, XSS, command injection, path traversal
authCredential stuffing, brute force, token replay, privilege escalation
abuseRate abuse, resource exhaustion, API scraping
reconPath probing, tool enumeration, method probing, fingerprinting
headersHeader anomalies, spoofing, missing security headers

MCP Tools (72)

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

MCP Spec Compliance

Complete Model Context Protocol 2024-11-05 implementation. Forward-compatible with MCP 2025-03-26.

CapabilityStatusDetails
tools72 tools, full annotationsdestructiveHint, readOnlyHint, idempotentHint, openWorldHint
resources2 resourcesGetting Started guide, Supported Providers
prompts2 prompts with completionsgovernance_audit, policy_preflight
logginglogging/setLevel8 levels, per-session, audit trail
completionscompletion/completeworkspace (auth-scoped), provider, model (provider-aware)

Ecosystem

This repo is part of the ThinkNEO ecosystem:

ProjectDescription
ThinkNEO PlatformEnterprise AI governance platform
AIRGPAI Runtime Governance Protocol — open standard
A2ASTCA2A Security & Trust Conformance
ThinkNEO SMB HubBusiness applications for SMBs
Robotics GovernanceRobot fleet governance dashboard

Security

See SECURITY.md for vulnerability reporting.

Contributing

See CONTRIBUTING.md.

Related

ServerDescriptionTools
thinkneo-control-planeEnterprise AI Control Plane (this repo)72 tools
thinkneo-mcp-smb-productsSMB standalone products — self-serve via TNC credits37 tools

License

Apache-2.0 — see LICENSE.

About

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.

NVIDIA Inception | Anthropic Partner | Linux Foundation A2A

Source: README.md at commit 0f014e1

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.29.0LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declaredRequired10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts