# ThinkNEO Control Plane (slim) > ThinkNEO Control Plane, an MCP server by thinkneo.ai, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing. - Full: https://www.anchorterminal.com/tools/thinkneo-control-plane.md (~3,650 tokens) · this version ~3,580 tokens · JSON https://www.anchorterminal.com/tools/thinkneo-control-plane.json · canonical https://www.anchorterminal.com/tools/thinkneo-control-plane - Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-05 # ThinkNEO Control Plane > Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/ - Kind: MCP server, by thinkneo.ai (https://thinkneo.ai) - Category: Guardrails & safety filters (https://www.anchorterminal.com/categories/guardrails.md) - Listed because: It's published in the registry under thinkneo.ai, a namespace the registry only gives to whoever proves they control that domain. - What the official MCP registry says: Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing. ## Facts - MCP registry: `ai.thinkneo/control-plane` 1.29.0 - Endpoint: https://mcp.thinkneo.ai/mcp (streamable HTTP) - Source: https://github.com/thinkneo-ai/mcp-server - Website: https://thinkneo.ai - GitHub stars: 3 - Registry entry updated: 2026-07-02 ## Tools - Tools it lists (68, about 16,961 tokens of context, `tools/list` without credentials over MCP 2025-11-25, checked 2026-10-04 22:20 UTC): - `thinkneo_check_spend` (read-only): 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_complete` (writes): Run a governed LLM completion through the ThinkNEO AI gateway. The request is authorized, classified, and policy-checked against your workspace governance… - `thinkneo_read_memory` (read-only): Read Claude Code project memory files. Without arguments, returns the MEMORY.md index listing all available memories. With a filename argument, returns the… - `thinkneo_write_memory` (writes): Write or update a Claude Code project memory file (.md). Persists project context, user preferences, feedback, and reference notes across Claude Code sessions.… - `thinkneo_evaluate_guardrail` (read-only): Evaluate a prompt or text against ThinkNEO guardrail policies before sending it to an AI provider. Returns risk assessment, violations found, and… - `thinkneo_check` (read-only): Free-tier prompt safety check. Analyzes text for prompt injection patterns and PII (credit card numbers, Brazilian CPF, US SSN, email, phone, passwords).… - `thinkneo_check_policy` (read-only): Check AI governance policies including model access, budget limits, data controls, and agent governance from the ThinkNEO gateway. - `thinkneo_get_budget_status` (read-only): Check AI budget status including spend vs limit, forecast, and chargeback data from the ThinkNEO gateway. - `thinkneo_list_alerts` (read-only): List active alerts for budget, policy, SLA, and security from the ThinkNEO gateway. - `thinkneo_get_compliance_status` (read-only): Get compliance status including framework coverage (EU AI Act, ISO 42001, NIST AI RMF, SOC 2) and governance assessments from the ThinkNEO gateway. - `thinkneo_provider_status` (read-only): Get real-time health and performance status of AI providers routed through the ThinkNEO gateway. Shows latency, error rates, and availability. No… - `thinkneo_schedule_demo` (writes): Schedule a demo or discovery call with the ThinkNEO team. Collects contact information and preferences. No authentication required. - `thinkneo_usage` (read-only): Returns usage statistics for your ThinkNEO API key. Shows calls today, this week, this month, monthly limit, remaining calls, top tools used, estimated cost,… - `thinkneo_route_model` (read-only): AI Smart Router — find the cheapest model that meets your quality threshold. Specify your task type and quality requirements, and ThinkNEO will recommend the… - `thinkneo_get_savings_report` (read-only): 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… - `thinkneo_simulate_savings` (read-only): 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… - `thinkneo_evaluate_trust_score` (writes): Evaluate your organization AI Trust Score (0-100) across 10 dimensions: Guardrails, PII Protection, Injection Defense, Audit Trail, Compliance, Model… - `thinkneo_get_trust_badge` (read-only): 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… - `thinkneo_registry_search` (read-only): Search the ThinkNEO MCP Marketplace — the npm for MCP tools. Discover MCP servers and tools by keyword, category, rating, or verified status. Returns name,… - `thinkneo_registry_get` (read-only): Get full details for an MCP server package from the ThinkNEO Marketplace. Returns readme, full tools list, version history, reviews, security score, and… - `thinkneo_registry_publish` (writes): Publish an MCP server to the ThinkNEO Marketplace. Validates the endpoint by calling initialize and tools/list, runs automated security scan for secrets and… - `thinkneo_registry_review` (writes): 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… - `thinkneo_registry_install` (writes): Get installation config for an MCP server from the ThinkNEO Marketplace. Returns ready-to-use JSON config for Claude Desktop, Cursor, Windsurf, or custom… - `thinkneo_bridge_mcp_to_a2a` (read-only): Bridge MCP tool registry to A2A format. Shows tool-to-skill mappings. - `thinkneo_bridge_a2a_to_mcp` (read-only): Bridge A2A agents to MCP tool format. - `thinkneo_bridge_generate_agent_card` (read-only): Generate an A2A Agent Card from registry data. - `thinkneo_bridge_list_mappings` (read-only): List all MCP <-> A2A bridge mappings for a tenant. - `thinkneo_start_trace` (writes): 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… - `thinkneo_log_event` (writes): 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… - `thinkneo_end_trace` (writes): 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… - `thinkneo_get_trace` (read-only): Retrieve the full trace for an agent session. Returns the complete timeline of events (tool calls, model calls, decisions, errors), session metadata, total… - `thinkneo_get_observability_dashboard` (read-only): Get the agent observability dashboard — aggregated metrics for your AI agents. Includes total sessions, events, cost, error rate, latency, top agents, top… - `thinkneo_set_baseline` (writes): 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… - `thinkneo_log_decision` (writes): 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… - `thinkneo_log_risk_avoidance` (writes): 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… - `thinkneo_decision_cost` (read-only): 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… - `thinkneo_agent_roi` (read-only): 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… - `thinkneo_business_impact` (read-only): 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… - `thinkneo_a2a_log` (read-only): Retrieve A2A (agent-to-agent) interaction logs from the live gateway. Shows which agents called which, actions performed, costs, and outcomes. - `thinkneo_a2a_policy` (read-only): Retrieve A2A interaction policies from the live gateway. Shows allowed actions, rate limits, cost caps, and approval requirements. - `thinkneo_a2a_flow` (read-only): Visualize agent-to-agent communication flow. Shows registered agents, their approval status, and interaction patterns from the live gateway. - `thinkneo_a2a_audit` (read-only): Retrieve immutable audit trail for A2A interactions with hash verification. Each event is cryptographically chained for tamper detection. - `thinkneo_detect_waste` (read-only): Detect waste and inefficiency in AI operations. Analyzes agent performance, A2A communication overhead, error costs, unused capacity, and cost outliers.… - `thinkneo_register_claim` (writes): 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… - `thinkneo_verify_claim` (writes): Trigger verification of a registered action claim. Runs the appropriate verification adapter (HTTP check, file check, database check, etc.) and returns the… - `thinkneo_get_proof` (read-only): Retrieve the immutable proof record for a verified claim. Includes the original claim, verification evidence, verifier identity, and a SHA-256 proof hash for… - `thinkneo_verification_dashboard` (read-only): Aggregated outcome verification metrics — verification rates, failure patterns, agent reliability rankings, and daily trends. Shows how reliably your AI agents… - `thinkneo_benchmark_report` (read-only): View the outcome benchmark matrix — real quality scores per provider/model/task_type based on verified outcomes, not static estimates. Shows verification… - `thinkneo_benchmark_compare` (read-only): Compare providers side-by-side for a specific task type. Shows quality scores, verification rates, and rankings based on real outcomes. Requires authentication. - `thinkneo_router_explain` (read-only): 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… - `thinkneo_compliance_generate` (read-only): Generate a compliance report for regulatory frameworks (EU AI Act, ISO 42001, SOC2, NIST). Exports from live audit data. - `thinkneo_sla_define` (writes): Define or update an SLA (Service Level Agreement) for an AI agent. Set accuracy, quality, cost, safety, or latency thresholds with automatic breach detection… - `thinkneo_sla_status` (read-only): Check current SLA status for all agents or a specific agent. Shows actual metric values vs thresholds, healthy/breached status, and error budget remaining.… - `thinkneo_sla_breaches` (read-only): View SLA breach history — which SLAs were breached, by which agents, actual vs threshold values, and resolution status. Requires authentication. - `thinkneo_sla_dashboard` (read-only): SLA overview dashboard — all agents, current status, error budgets, and recent breaches (7d). The SRE dashboard for AI agents. Requires authentication. - `thinkneo_audit_export` (read-only): Export audit events from the live gateway. Supports JSON and CSV formats with date range filtering for SIEM integration. - `thinkneo_compare_models` (read-only): Compare available AI models from the live gateway catalog. - `thinkneo_count_tokens` (read-only): Estimate token count for text (chars/4 approximation). - `thinkneo_optimize_prompt` (read-only): Analyze prompt and suggest optimizations with live metrics context. - `thinkneo_rotate_key` (writes): Instruct the gateway to rotate an API key. - `thinkneo_manage_secrets` (read-only): Check connector grants and secrets status from the gateway. - `thinkneo_cache_status` (read-only): Get semantic cache stats from the live gateway runtime metrics. - `thinkneo_detect_injection` (read-only): Detect prompt injection attempts in text using guardrail patterns. Also retrieves live guardrails_blocked stats from the gateway. - `thinkneo_check_pii_international` (read-only): Detect international PII across 30+ document types from 15+ countries: Brazil (CPF, CNPJ, RG, PIS), USA (SSN, EIN, ITIN, Passport), UK (NINO, UTR), Canada… - `thinkneo_alert_rule_list` (read-only): 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… - `thinkneo_alert_rule_create` (writes): 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,… - `thinkneo_alert_rule_delete` (writes): Delete a Monitor Agent alert rule by its rule_id. Requires an admin API key. - `thinkneo_alert_rule_test` (writes): Send a test notification through a rule's configured channels to confirm delivery (email/discord/whatsapp). Requires an admin API key. - How its tools read to an agent (0 errors, 2 warnings, 1 note, about 16,961 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score): - warn TC14 thinkneo_sla_define: allowed values are in the description, not an enum: threshold_direction - warn TC23 server: 68 tools, about 16,994 tokens of definitions - note TC29 server: about 2,669 tokens (15% of the definitions) are titles that repeat property or function names - JSON: https://www.anchorterminal.com/api/v1/tools/thinkneo-control-plane.json - Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming