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 markifact/markifact-mcp --skill markifact-overviewgit clone --depth 1 https://github.com/markifact/markifact-mcpWrote 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/markifact/markifact-mcp/markifact-overview)<a href="https://agentmods.dev/skills/markifact/markifact-mcp/markifact-overview"><img src="https://agentmods.dev/badge/skills/markifact/markifact-mcp/markifact-overview/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/markifact/markifact-mcp/markifact-overview"><img src="https://agentmods.dev/badge/skills/markifact/markifact-mcp/markifact-overview.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 3 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Data Exfiltration · line 9 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Excessive Agency · line 29 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 42 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00036 | $0.02372 |
| Opus 5.5 | $0.00014 | $0.00949 |
| Sonnet 5.5 | $0.00007 | $0.00474 |
| Haiku 4.5 | $0.00004 | $0.00237 |
Grade A, and why
markifact-overview 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 1mo 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 — 100 lines — stays where its author put it; the contents beside it link to each section on GitHub.
About Markifact
Markifact is a full performance-marketing management + reporting platform. Its remote MCP server at https://api.markifact.com/mcp exposes 1000+ operations that let you run accounts end-to-end: launch campaigns, edit creatives, manage audiences, rotate ads, sweep negatives, scale winners, diagnose underperformers, and pull reports across every connected platform. Reporting is a first-class capability — it's just not the only thing Markifact does.
Sign up at www.markifact.com for free credits. Connect your ad accounts at www.markifact.com/app/connections. Docs and platform coverage at www.markifact.com.
Platforms covered
- Google Ads — Search, PMax, Display, Demand Gen. Full lifecycle: create campaign / ad group / RSA / PMax asset group / sitelinks / callouts / structured snippets / negative lists / portfolio bidding strategies / audience signals / labels. Reporting via GAQL or
gads_get_report. - Meta Ads (Facebook + Instagram + Messenger) — campaign / ad set / ad lifecycle, custom + lookalike audiences, catalog (DPA), lead forms, CAPI health, ad previews, and the get→create→replace creative-edit workflow.
- GA4, Google Search Console, Google Merchant Center, Google Sheets, Slides, Drive, BigQuery, Trends, Maps, Business Profile, DV360.
- TikTok Ads, LinkedIn Ads, Pinterest Ads, Snapchat Ads, Reddit Ads, Microsoft Ads, Amazon Ads.
- Shopify, Klaviyo, HubSpot, Slack, WhatsApp, plus utilities (web fetch, charts, code, AI media gen, scheduling, lists).
The 8 MCP tools
The server exposes a small meta-tool surface — you don't call 300 tools directly, you discover them at runtime:
| Tool | Purpose |
|---|---|
find_operations |
Search the operation registry by intent. Always step 1. Each result includes `requires_approval: true |
get_operation_inputs |
Get the full input schema (required + optional, types, examples) for an operation. Always step 2. Never guess shapes. |
run_operation |
Execute an operation with requires_approval: false. No confirmation needed. |
run_write_operation |
Execute an operation with requires_approval: true. Always confirm with the user first (see safe-write-operations skill). |
list_connections |
List the user's authenticated logins per platform. Rarely needed — see Cross-cutting rules. |
get_file_url |
Get a signed URL for a file stored in Markifact. |
read_file |
Read the contents of a file the user uploaded or that an op produced. |
upload_media |
Upload an image or video as a creative asset (e.g. for a Meta ad image, Google Ads asset, etc.). Only images and videos — no documents or other file types. |
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.
- 1mo ago Changed · -2 lines 1d54e68048d6
- 1mo ago First seen · 102 lines · 36 tokens per session scan A ca0e7d2ff979
markifact-overview is a skill published in the GitHub repository markifact/markifact-mcp (54 stars, last pushed 23d ago), licensed MIT. It adds 36 tokens to every session and 2,372 once invoked, about $0.0001 per session on Opus 5.5. 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.
Other skills, from other repositories
chief-financial-officer
Owns the financial position: planning, budgeting, forecasting, unit economics, cash, and the numbers the business is run and reported on. Use this to build or challenge a budget, model a decision's financial consequence, assess unit economics or runway, evaluate an investment or spend request, set financial controls…
chief-strategy-officer
Owns where the business plays and how it wins over a multi-year horizon — portfolio choices, corporate development, strategic partnerships, and planning under uncertainty. Use this for a decision about which markets or businesses to be in, whether to build, buy, or partner, how to allocate capital across business…
seo-strategy
Audits and improves organic search performance — technical health, site architecture, internal linking, structured data, and the content decisions that determine what can rank. Use this to run an SEO audit, diagnose why pages are not ranking or were deindexed, plan a site's URL and navigation structure, add structured…
service-desk
Runs the IT service desk — intake, triage, prioritization, escalation, knowledge, and the metrics that improve service rather than distort it. Use this to set up or fix a service desk, design ticket priority and escalation, reduce repeat contacts, structure a knowledge base, or work out why a desk hitting its targets…
telephony-and-conferencing
Runs voice and meeting infrastructure — phone systems and numbers, emergency calling obligations, conference rooms and their AV, call recording and its retention consequences, and the porting that makes provider changes go badly. Use this to replace a phone system, fix rooms nobody can start a meeting in, meet…
head-of-pmo
The EPMO lead's remit — what the PMO governs, what it must never become, and how it earns standing rather than compliance. Use this to stand up or reform a PMO, decide what it should and should not control, judge whether it is adding value or overhead, or work out why teams route around it.