What can you do with this server?

The ThinkNEO MCP Server is an Enterprise AI Control Plane for governance, cost management, security, and compliance across AI providers. It supports both authenticated and public tools: Authenticated Tools * Check AI Spend (thinkneo_check_spend): Track cost breakdowns by provider, model, team, or project across configurable time periods * Evaluate Guardrails (thinkneo_evaluate_guardrail): Pre-flight check prompts against workspace guardrail policies to detect violations and optionally block unsafe requests before sending to an AI provider * Check Policy Compliance (thinkneo_check_policy): Verify whether a specific model, provider, or action is permitted under workspace governance policies * Get Budget Status (thinkneo_get_budget_status): View budget utilization, spend vs. limits, alert thresholds, and projected overages * List Alerts (thinkneo_list_alerts): Retrieve active alerts and incidents (budget, policy, guardrail, provider issues), filterable by severity * Get Compliance Status (thinkneo_get_compliance_status): Assess audit readiness against SOC 2, GDPR, HIPAA, or general AI governance frameworks Public Tools (no authentication required) * Provider Status (thinkneo_provider_status): Check real-time health, latency, error rates, and availability of AI providers (OpenAI, Anthropic, Google, Mistral, etc.) * Read Project Memory: Access Claude Code project memory files * Schedule a Demo (thinkneo_schedule_demo): Book a discovery call with the ThinkNEO team Compatible with Claude, ChatGPT, Copilot, Gemini, and any MCP-compatible client. Can be self-hosted via Docker.

Which integrations are available for this server?

Enables real-time monitoring of provider health, tracking of AI expenditures, and enforcement of safety guardrails and compliance policies for OpenAI models.

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thinkneo-control-plane

Official

by thinkneo-ai

Overview Schema Related Servers Score Discussions

Python

Remote

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.

Related MCP server: Compliance Scanner MCP

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

# Clone
git clone https://github.com/thinkneo-ai/mcp-server.git
cd mcp-server

# Install
pip install -r requirements.txt

# Run
python -m uvicorn src.server:app --host 0.0.0.0 --port 8081

# Test
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.

Components

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

ThinkShield Rule Packs

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

MCP Tools (72)

Full tool reference: docs/quickstart.md

MCP Spec Compliance

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)

Ecosystem

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

Security

See SECURITY.md for vulnerability reporting.

Contributing

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

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

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license - permissive license

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maintenance

How are these scores calculated?

Maintenance

–Maintainers

6dResponse time

1dRelease cycle

13Releases (12mo)

Issues opened vs closed

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