// SCAN REPORT

Omega Stenographer

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

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

Last updated: 29 Jun 2026

2 can modify or destroy data

3 read-only

5 tools total

Community server · catalogue entry verified 29/06/2026

How to control Omega Stenographer ↓

TOOL MAP

What Omega Stenographer exposes to your agents

Read (3) Write / Execute (2) Destructive / Financial (0)

Running more than one server? Check your whole stack →

MOST DANGEROUS TOOLS

High Risk

The most dangerous Omega Stenographer tools

Write · Medium stenographer_ingest_exchange This tool writes/stores conversation data (ingests a conversation turn) into the stenographer's observation layer. Write · Medium stenographer_mark_milestone This tool creates or modifies metadata (a priority flag) on existing decision records.

2 of Omega Stenographer's 5 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

POLICY

How to control Omega Stenographer

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

Rate limit write operations

{
  "stenographer_ingest_exchange": {
    "limits": [
      {
        "counter": "stenographer_ingest_exchange_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations

{
  "stenographer_compact_guard": {
    "limits": [
      {
        "counter": "stenographer_compact_guard_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 Omega Stenographer — 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 OMEGA STENOGRAPHER →

Instant setup, no code required.

FULL CATALOGUE

All 5 Omega Stenographer tools

WRITE 2 tools

Write stenographer_ingest_exchange Ingest a conversation turn. Call after every significant user or assistant message. Write stenographer_mark_milestone Flag a critical decision for tier-A priority.

READ 3 tools

Read stenographer_compact_guard Get compressed briefing + top-k relevant fragments. Call when context window pressure hits. Read stenographer_get_brief Get the live running notes document. Read stenographer_query_history FTS5 keyword search over all ingested exchanges.

FAQ

Questions about Omega Stenographer

How do I prevent bulk modifications through Omega Stenographer? +

The Omega Stenographer server has 2 write tools including stenographer_ingest_exchange, stenographer_mark_milestone. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach Omega Stenographer.

How many tools does the Omega Stenographer MCP server expose? +

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

How do I enforce a policy on Omega Stenographer? +

Register the Omega Stenographer 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 Omega Stenographer tool call.

Deterministic rules across all 5 Omega Stenographer tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

ENFORCE POLICY ON OMEGA STENOGRAPHER →

Instant setup, no code required.

5 Omega Stenographer tools catalogued and risk-classified — across an index of 43,000+ MCP servers.