Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add BeppeTemp/cartographer --skill cartographer-opsgit clone --depth 1 https://github.com/BeppeTemp/cartographerWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/beppetemp/cartographer/cartographer-ops)<a href="https://agentmods.dev/skills/beppetemp/cartographer/cartographer-ops"><img src="https://agentmods.dev/badge/skills/beppetemp/cartographer/cartographer-ops/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/beppetemp/cartographer/cartographer-ops"><img src="https://agentmods.dev/badge/skills/beppetemp/cartographer/cartographer-ops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00027 | $0.00974 |
| Opus 5 | $0.00014 | $0.00487 |
| Sonnet 5 | $0.00005 | $0.00195 |
| Haiku 4.5 | $0.00003 | $0.00097 |
Grade A, and why
cartographer-ops scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Cartographer Operations
Mental model
Cartographer is one server process over a data directory whose direct subfolders are Knowledge
Bases (KBs). Connect clients to it with cartographer connect; agents use the MCP server rather
than editing KB files. Every KB write is committed to git, and a configured remote is synchronized
around writes.
CLI surface
| Command | Use it when |
|---|---|
cartographer serve |
Starting the server directly, for development or a custom deployment. |
cartographer service install|status|restart |
Installing, checking, or restarting the native local service. |
cartographer kb create <name> --remote <url> |
Creating the first local KB in the service data directory, pushed to an empty repository that becomes its origin. --no-remote opts out into a local-only KB that is neither durable nor synced; the choice is mandatory. |
cartographer kb clone <remote> [name] |
Mounting an existing OKF KB remote in the service data directory. |
cartographer connect [provider|all] [--agents a,b] |
Connecting one or more detected agent clients to a server. |
cartographer status |
Checking client configuration and provisioning drift. |
cartographer sync |
Realigning provisioned skills, agents, hooks, and instructions. |
cartographer disconnect [provider|all] [--agents a,b] |
Removing Cartographer-managed client configuration. |
cartographer version |
Checking the installed binary version. |
--agents claude,codex selects a comma-separated subset for connect or disconnect; do not
combine it with the positional provider. connect probes the server before writing: a reachable
server with no KBs needs kb create --remote <url> followed by service restart.
Configuration
Server settings resolve as flag > environment > YAML > default. Keep secrets in environment variables or the platform secret store, not in a committed YAML file.
| Variable | Purpose |
|---|---|
CARTOGRAPHER_KB |
One or more explicit KB paths. |
CARTOGRAPHER_DATA |
Data directory whose direct subfolders are discovered as KBs. |
CARTOGRAPHER_HTTP |
HTTP listen address, such as :39273. |
CARTOGRAPHER_AUTH |
Explicit auth mode: on, off, or automatic when unset. |
CARTOGRAPHER_TOKENS |
Bearer tokens, including optional per-KB scopes. |
CARTOGRAPHER_GIT_SYNC |
Set false only when remote git synchronization around writes is intentionally disabled. |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 76 lines · 27 tokens per session scan A 5c87b8997da5
cartographer-ops is a skill published in the GitHub repository BeppeTemp/cartographer (17 stars, last pushed yesterday), licensed Apache-2.0. It adds 27 tokens to every session and 974 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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