// SCAN REPORT

openGlad

13 tools. 2 can modify or destroy data without limits.

2 write tools that can modify data. Rate limits recommended.

Last updated: 12 Jun 2026

2 can modify or destroy data

11 read-only

13 tools total

Community server · catalogue entry verified 12/06/2026

How to control openGlad ↓

TOOL MAP

What openGlad exposes to your agents

Read (11) Write / Execute (2) Destructive / Financial (0)

Running more than one server? Check your whole stack →

MOST DANGEROUS TOOLS

High Risk

The most dangerous openGlad tools

Execute · Medium revenue_gate The tool executes a workflow control action (locking build phases, generating conditional tasks) whose effects depend on user context and business arguments. Execute · High run_the_bet This tool orchestrates a complex multi-step analytical pipeline (Pattern Scan + Loss Simulation + Revenue Gate + Micro-Correction) with external API calls to multiple data sources.

2 of openGlad's 13 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

POLICY

How to control openGlad

PolicyLayer is an MCP gateway — it sits between your AI agents and openGlad, and nothing reaches the server without passing your rules. These are the rules we recommend:

Cap read operations

{
  "analyze_burnout_risk": {
    "limits": [
      {
        "counter": "analyze_burnout_risk_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Create a free account and register openGlad — nothing to install.
Add these rules — paste them, or build them visually. Tune the limits to your setup.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

ENFORCE POLICY ON OPENGLAD →

Free to start. No card required.

FULL CATALOGUE

All 13 openGlad tools

EXECUTE 2 tools

Execute revenue_gate Locks the build phase and produces 2-3 specific monetization unlock tasks the user must complete before writin Execute run_the_bet The primary friction tool. Use this FIRST when a user shares a new startup idea or business concept. Executes

READ 11 tools

Read analyze_burnout_risk Analyzes team activity signals (work hours, context-switching, recovery) and produces a Burnout Risk Score (1- Read analyze_distribution_discipline Analyzes marketing/growth metrics (channel health, funnel, organic vs paid) and produces a Distribution Discip Read analyze_execution_stability Analyzes engineering metrics (commit frequency, deploy failure rate, tech debt) and produces an Execution Stab Read analyze_market_trends Friction-focused market analysis: detects overcrowding, tarpit ideas, late entry risk, and failure rate signal Read analyze_revenue_health Analyzes financial metrics (MRR/ARR, churn, CAC/LTV, burn rate) and produces a Revenue Health Score (1-100). U Read analyze_startup Smart triage router — the best starting point when unsure which tool to use. Pass the user Read compare_ideas Comparative friction analysis for 2-3 startup ideas side-by-side. Fetches multi-source market intelligence for Read loss_simulation Simulates 3 failure scenarios (Best/Likely/Worst) for an idea with quantified expected loss in hours and money Read pattern_scan Detects behavioral antipatterns: overbuilding drift, monetization avoidance, prestige bias, idea hopping. Use Read scan_reddit_trends Broad multi-source trend scanner for any topic. Returns sentiment, red flags, cautionary tales, and a 6-12 mon Read generate_full_diagnosis Comprehensive system scan across all dimensions: Execution, Revenue, Burnout, and Distribution. Produces an Ov

EXPLORE

Related servers

Other MCP servers with similar tools — same risk classification, starter policies for each.

FAQ

Questions about openGlad

Is the openGlad MCP server safe to use without restrictions? +

The openGlad server is primarily read-only with 11 read tools. While it cannot modify data, an agent in a retry loop can make thousands of API calls per minute, exhausting rate limits and running up costs. Rate limiting is still recommended.

How many tools does the openGlad MCP server expose? +

13 tools across 3 categories: Execute, Read, Write. 11 are read-only. 2 can modify, create, or delete data.

How do I enforce a policy on openGlad? +

Register the openGlad MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Enforce policy on every openGlad tool call.

Deterministic rules across all 13 openGlad tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

ENFORCE POLICY ON OPENGLAD →

Free to start. No card required.

13 openGlad tools catalogued and risk-classified — across an index of 43,000+ MCP servers.