ThinkNEO Control Plane is answering right now. Last checked moments ago. It exposes 68 tools. Last commit 7 Jul 2026.
Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing.
Uptime history
48 days of history · worst day 99%
48 days agonow
100.0%
Uptime 24h
92 of 92 checks
68
Tools
read from the server
550 ms
Response time
average over 24h
3
Stars
last commit 7 Jul 2026
What the code does
We read the source, 21 h ago · tools taken from the live server · rules 3dff92dd89df
Capabilities
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
Touches key and credential files
src/thinkshield/rules/recon.py:25
"/.aws/credentials": (0.90, "critical"),
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
This code can reach further than it looks
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Connect this server
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 0 min ago.
run in your terminal
claude mcp add control-plane --transport http https://mcp.thinkneo.ai/mcp~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"control-plane": {
"url": "https://mcp.thinkneo.ai/mcp"
}
}
}~/.codex/config.toml
[mcp_servers.control-plane]
url = "https://mcp.thinkneo.ai/mcp".cursor/mcp.json
{
"mcpServers": {
"control-plane": {
"url": "https://mcp.thinkneo.ai/mcp"
}
}
}.vscode/mcp.json
{
"mcpServers": {
"control-plane": {
"url": "https://mcp.thinkneo.ai/mcp"
}
}
}Available tools 68
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
thinkneo
thinkneo_a2a_audit
Retrieve immutable audit trail for A2A interactions with hash verification. Each event is cryptographically chained for tamper detection.
thinkneo_a2a_flow
Visualize agent-to-agent communication flow. Shows registered agents, their approval status, and interaction patterns from the live gateway.
thinkneo_a2a_log
Retrieve A2A (agent-to-agent) interaction logs from the live gateway. Shows which agents called which, actions performed, costs, and outcomes.
thinkneo_a2a_policy
Retrieve A2A interaction policies from the live gateway. Shows allowed actions, rate limits, cost caps, and approval requirements.
thinkneo_agent_roi
Calculate ROI per AI agent. Shows value generated vs AI cost consumed, with daily trend, success rate, and comparison to pre-AI baseline. Answers: 'Is this agent generating or consuming value?' and 'What's the ROI trend?'
thinkneo_alert_rule_create
Create a Monitor Agent alert rule. Example: notify by email when API key 'X' reaches 75% of its budget → metric=key_spend_pct_of_budget, operator=gte, threshold=75, scope_value=<api_key_id>, budget_usd=<key budget>. Requires an admin API key.
thinkneo_alert_rule_delete
Delete a Monitor Agent alert rule by its rule_id. Requires an admin API key.
thinkneo_alert_rule_list
List your configurable Monitor Agent alert rules. Each rule watches a metric (e.g. an API key reaching a % of its budget, workspace spend, error rate) and notifies your channels (email/discord/whatsapp) when it fires. Requires an admin API key.
thinkneo_alert_rule_test
Send a test notification through a rule's configured channels to confirm delivery (email/discord/whatsapp). Requires an admin API key.
thinkneo_audit_export
Export audit events from the live gateway. Supports JSON and CSV formats with date range filtering for SIEM integration.
thinkneo_benchmark_compare
Compare providers side-by-side for a specific task type. Shows quality scores, verification rates, and rankings based on real outcomes. Requires authentication.
thinkneo_benchmark_report
View the outcome benchmark matrix — real quality scores per provider/model/task_type based on verified outcomes, not static estimates. Shows verification rates, sample counts, and rankings. Requires authentication.
thinkneo_bridge_a2a_to_mcp
Bridge A2A agents to MCP tool format.
thinkneo_bridge_generate_agent_card
Generate an A2A Agent Card from registry data.
thinkneo_bridge_list_mappings
List all MCP <-> A2A bridge mappings for a tenant.
thinkneo_bridge_mcp_to_a2a
Bridge MCP tool registry to A2A format. Shows tool-to-skill mappings.
thinkneo_business_impact
Executive business impact dashboard. Returns a single view of: total value generated by AI agents, total AI cost, net ROI, risk avoided in dollars, cost per decision, top performing agents, and risk event summary. This is the report a CxO needs to justify AI investment.
thinkneo_cache_status
Get semantic cache stats from the live gateway runtime metrics.
thinkneo_check
Free-tier prompt safety check. Analyzes text for prompt injection patterns and PII (credit card numbers, Brazilian CPF, US SSN, email, phone, passwords). Returns a safety assessment with specific warnings. No authentication required.
thinkneo_check_pii_international
Detect international PII across 30+ document types from 15+ countries: Brazil (CPF, CNPJ, RG, PIS), USA (SSN, EIN, ITIN, Passport), UK (NINO, UTR), Canada (SIN), EU (IBAN, VAT), Germany (Tax-ID), France (INSEE), Spain (DNI/NIE), Italy (Codice Fiscale), Argentina (CUIT), Mexico (CURP/RFC), Australia (TFN/ABN), India (Aadhaar/PAN), China (ID), Japan (My Number), and credit cards (Luhn validated). Required for LGPD/GDPR/HIPAA compliance. No authentication required.
thinkneo_check_policy
Check AI governance policies including model access, budget limits, data controls, and agent governance from the ThinkNEO gateway.
thinkneo_check_spend
Check AI spend summary for a workspace, team, or project. Returns real cost breakdown by provider, model, and time period from the ThinkNEO AI gateway.
thinkneo_compare_models
Compare available AI models from the live gateway catalog.
thinkneo_complete
Run a governed LLM completion through the ThinkNEO AI gateway. The request is authorized, classified, and policy-checked against your workspace governance BEFORE any provider is called — a blocked prompt never reaches the model. Tenant/workspace are derived from your API key.
thinkneo_compliance_generate
Generate a compliance report for regulatory frameworks (EU AI Act, ISO 42001, SOC2, NIST). Exports from live audit data.
thinkneo_count_tokens
Estimate token count for text (chars/4 approximation).
thinkneo_decision_cost
Analyze cost-per-decision for AI agents. Shows the actual AI cost for each decision, compared to the pre-AI baseline. Answers: 'How much does each AI decision cost?' and 'How does it compare to doing it without AI?'
thinkneo_detect_injection
Detect prompt injection attempts in text using guardrail patterns. Also retrieves live guardrails_blocked stats from the gateway.
thinkneo_detect_waste
Detect waste and inefficiency in AI operations. Analyzes agent performance, A2A communication overhead, error costs, unused capacity, and cost outliers. Returns specific actionable findings like 'you are losing $3,200/month on error retries' or 'this flow is 5x more expensive than your best-performing flow'. This is the diagnostic tool that creates the buying trigger.
thinkneo_end_trace
End an active agent trace and get the session summary. Returns total cost, duration, tool/model call counts, and event count. Triggers post-session anomaly detection (cost spikes, error rate). Requires authentication.
thinkneo_evaluate_guardrail
Evaluate a prompt or text against ThinkNEO guardrail policies before sending it to an AI provider. Returns risk assessment, violations found, and recommendations. Requires authentication.
thinkneo_evaluate_trust_score
Evaluate your organization AI Trust Score (0-100) across 10 dimensions: Guardrails, PII Protection, Injection Defense, Audit Trail, Compliance, Model Governance, Cost Controls, Outcome Validation, Observability, and Smart Routing. Returns a score, detailed breakdown, badge level (Platinum/Gold/Silver/Bronze/Unrated), and actionable recommendations. Score is valid for 30 days. Generates a public badge URL for embedding in websites and documentation. Part of the 'From Prompt to Proof' framework. Requires authentication.
thinkneo_get_budget_status
Check AI budget status including spend vs limit, forecast, and chargeback data from the ThinkNEO gateway.
thinkneo_get_compliance_status
Get compliance status including framework coverage (EU AI Act, ISO 42001, NIST AI RMF, SOC 2) and governance assessments from the ThinkNEO gateway.
thinkneo_get_observability_dashboard
Get the agent observability dashboard — aggregated metrics for your AI agents. Includes total sessions, events, cost, error rate, latency, top agents, top tools, active alerts, and cost trend over time. Like Datadog, but for AI agents. Requires authentication.
thinkneo_get_proof
Retrieve the immutable proof record for a verified claim. Includes the original claim, verification evidence, verifier identity, and a SHA-256 proof hash for tamper detection. This is the 'proof' in 'From Prompt to Proof'. Requires authentication.
thinkneo_get_savings_report
Get your AI cost savings report. Shows total requests routed, original cost (what you'd have paid with premium models), actual cost, total savings, savings percentage, breakdown by task type, and model distribution. Requires authentication.
thinkneo_get_trace
Retrieve the full trace for an agent session. Returns the complete timeline of events (tool calls, model calls, decisions, errors), session metadata, total cost, duration, and any alerts triggered. Requires authentication.
thinkneo_get_trust_badge
Get a public AI Trust Score badge by report token. Returns the organization name, score, badge level, and validity period. Use the badge URL to embed the trust badge in websites and documentation. No authentication required.
thinkneo_list_alerts
List active alerts for budget, policy, SLA, and security from the ThinkNEO gateway.
thinkneo_log_decision
Log a business decision made by an AI agent. Tracks the AI cost and the business value generated. If a baseline exists for the process, value is auto-calculated from the baseline cost. Example: agent 'support-bot' resolved a 'customer_support_ticket' at $0.03 AI cost, replacing a $12 human-handled ticket. ROI: 400:1.
thinkneo_log_event
Log an event within an active agent trace. Supports event types: tool_call, model_call, decision, error, pii_access, guardrail_triggered. Returns event_id and running session cost. Requires authentication.
thinkneo_log_risk_avoidance
Log a risk event that was blocked or avoided by the governance layer. Quantifies the estimated dollar impact of the avoided risk. Examples: PII leak blocked (est. $50K GDPR fine), prompt injection prevented, policy violation caught before production. If estimated_impact_usd is not provided, a default is calculated from severity.
thinkneo_manage_secrets
Check connector grants and secrets status from the gateway.
thinkneo_optimize_prompt
Analyze prompt and suggest optimizations with live metrics context.
thinkneo_provider_status
Get real-time health and performance status of AI providers routed through the ThinkNEO gateway. Shows latency, error rates, and availability. No authentication required.
thinkneo_read_memory
Read Claude Code project memory files. Without arguments, returns the MEMORY.md index listing all available memories. With a filename argument, returns the full content of that specific memory file. Use this to access project context, user preferences, feedback, and reference notes persisted across Claude Code sessions.
thinkneo_register_claim
Register an action claim from an AI agent. The agent declares it performed an action (e.g., sent an email, created a PR, wrote a file) and ThinkNEO will verify it actually happened. Returns a claim_id for tracking. Part of the Outcome Validation Loop — 'From Prompt to Proof'. Requires authentication.
thinkneo_registry_get
Get full details for an MCP server package from the ThinkNEO Marketplace. Returns readme, full tools list, version history, reviews, security score, and installation instructions. No authentication required.
thinkneo_registry_install
Get installation config for an MCP server from the ThinkNEO Marketplace. Returns ready-to-use JSON config for Claude Desktop, Cursor, Windsurf, or custom clients. Tracks the download. No authentication required.
thinkneo_registry_publish
Publish an MCP server to the ThinkNEO Marketplace. Validates the endpoint by calling initialize and tools/list, runs automated security scan for secrets and injection patterns, computes a security score (0-100), and stores the entry with version history. Validates the endpoint (calls initialize + tools/list), runs security scan (secrets detection, injection patterns), and stores the entry. Authentication required.
thinkneo_registry_review
Rate and review an MCP server in the ThinkNEO Marketplace. One review per user per package (updates on repeat). Rating from 1 (poor) to 5 (excellent) with optional comment. Reviews affect the package average rating shown in search results. One review per user per package (updates on repeat). Authentication required.
thinkneo_registry_search
Search the ThinkNEO MCP Marketplace — the npm for MCP tools. Discover MCP servers and tools by keyword, category, rating, or verified status. Returns name, description, tools count, rating, downloads, and verified badge. No authentication required.
thinkneo_rotate_key
Instruct the gateway to rotate an API key.
thinkneo_route_model
AI Smart Router — find the cheapest model that meets your quality threshold. Specify your task type and quality requirements, and ThinkNEO will recommend the optimal model with estimated cost and savings vs premium models. Supports 17+ models across Anthropic, OpenAI, Google, Meta, Mistral, DeepSeek, Alibaba, Cohere, and xAI. Requires authentication.
thinkneo_router_explain
Explain why the Smart Router would choose a specific model for a task type. Shows both benchmark-based (real outcomes) and static quality estimates, and explains the reasoning behind the recommendation. Requires authentication.
thinkneo_schedule_demo
Schedule a demo or discovery call with the ThinkNEO team. Collects contact information and preferences. No authentication required.
thinkneo_set_baseline
Define the pre-AI cost baseline for a business process. Example: 'customer_support_ticket costs $12 per ticket and takes 15 minutes without AI'. This baseline is used to calculate ROI when agents handle the same process. Call this once per process to establish the comparison point.
thinkneo_simulate_savings
Simulate how much your organization would save on AI costs using ThinkNEO Smart Router. Enter your current monthly AI spend and primary model, and see estimated monthly and annual savings with a recommended model mix. No authentication required — try it now!
thinkneo_sla_breaches
View SLA breach history — which SLAs were breached, by which agents, actual vs threshold values, and resolution status. Requires authentication.
thinkneo_sla_dashboard
SLA overview dashboard — all agents, current status, error budgets, and recent breaches (7d). The SRE dashboard for AI agents. Requires authentication.
thinkneo_sla_define
Define or update an SLA (Service Level Agreement) for an AI agent. Set accuracy, quality, cost, safety, or latency thresholds with automatic breach detection and configurable actions (alert, escalate, disable, switch_model). Like SRE SLOs but for AI agent outcomes. Requires authentication.
thinkneo_sla_status
Check current SLA status for all agents or a specific agent. Shows actual metric values vs thresholds, healthy/breached status, and error budget remaining. Automatically records breaches. Requires authentication.
thinkneo_start_trace
Start a new agent observability trace. Creates a session that tracks all tool calls, model calls, decisions, and errors for an AI agent run. Returns a session_id to use with thinkneo_log_event and thinkneo_end_trace. Requires authentication.
thinkneo_usage
Returns usage statistics for your ThinkNEO API key. Shows calls today, this week, this month, monthly limit, remaining calls, top tools used, estimated cost, and current tier. Works without authentication (returns general info).
thinkneo_verification_dashboard
Aggregated outcome verification metrics — verification rates, failure patterns, agent reliability rankings, and daily trends. Shows how reliably your AI agents are delivering verified outcomes. 'Datadog for AI outcomes'. Requires authentication.
thinkneo_verify_claim
Trigger verification of a registered action claim. Runs the appropriate verification adapter (HTTP check, file check, database check, etc.) and returns the result with evidence. If already verified, returns cached result (use force=true to re-verify). Part of the Outcome Validation Loop — 'From Prompt to Proof'. Requires authentication.
thinkneo_write_memory
Write or update a Claude Code project memory file (.md). Persists project context, user preferences, feedback, and reference notes across Claude Code sessions. Filename must end in .md with lowercase alphanumeric characters. Path traversal is blocked. Requires authentication.Use this to persist project context, user preferences, feedback, and reference notes across Claude Code sessions. The filename must end in .md and contain only lowercase letters, digits, underscores, and hyphens (e.g. 'user_fabio.md', 'project_new_feature.md'). Path traversal is blocked.
Endpoints
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://mcp.thinkneo.ai/mcp | streamable-http | answering | 477 ms | 0 min ago |
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ThinkNEO Control Plane — questions
Answers built from our own checks of this server.
What can ThinkNEO Control Plane do?
It exposes 68 tools, read directly from the server on our last check. Among them: thinkneo_a2a_audit, thinkneo_a2a_flow, thinkneo_a2a_log, thinkneo_a2a_policy, thinkneo_agent_roi, thinkneo_alert_rule_create and 62 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README.
How MCP servers expose tools in the first place →
Is ThinkNEO Control Plane working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 92 of 92 checks got a reply (100.0%), average response time 550 ms. The bar chart above shows every period we have measured.
How do I connect ThinkNEO Control Plane?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does ThinkNEO Control Plane need an API key?
No. ThinkNEO Control Plane completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 68 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is ThinkNEO Control Plane?
It answers our handshake in 550 ms on average, which is faster than 25% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is ThinkNEO Control Plane open source?
Yes — it is published under the Apache-2.0 licence, written in Python, 3 stars on GitHub and 12 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.