Meta Ads MCP Server (superpower-growth/meta-ads-mcp) is an MCP server listed on the M8ven Trust Index. It scores 48 out of 100, grade D. It declares 21 tools. No publisher has claimed this listing.
Provides access to Meta Marketing API for comprehensive ad analytics and AI-powered video creative analysis.
Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.
analyze-ad-themesAnalyze messaging themes across video ads and correlate with performance. Groups ads by spoken theme (e.g. pain-agitate-solve, social-proof), emotional tone, or creative approach. Shows which messaging strategies drive the best CTR, CPC, and ROAS. Requires video analyses to be cached first via batch…
analyze-image-urlDownload an image from URL or Google Drive folder, upload to GCS, and analyze with Gemini AI. For Drive folders, lists all images with dimensions/aspect ratios and analyzes the most recent one. Returns structured image analysis including visual elements, text overlays, emotional tone, color palette,…
analyze-video-creativeAnalyze video ad creative content using Gemini AI. Returns structured insights including scenes, text overlays, emotional tone, creative approach, target audience indicators, spoken audio transcript with timestamps, and spoken messaging theme analysis (e.g. social-proof, pain-agitate-solve, benefit-…
analyze-video-urlDownload a video from URL or Google Drive folder, upload to GCS, and analyze with Gemini AI. For Drive folders, lists ALL files with dimensions/aspect ratios (4:5, 9:16, etc.) and analyzes the most recent video. Returns structured video analysis including scenes, text overlays, emotional tone, and c…
batch-analyze-video-creativeAnalyze multiple video ad creatives in a single call. Processes ads in parallel (max 2 concurrent) using Gemini AI. Returns per-ad analysis results with scenes, text overlays, emotional tone, transcript, and spoken themes. Accepts 1-50 entries as ad ID strings or {adId, creativeId} objects. Pass cre…
compare-entitiesCompare and rank multiple campaigns, ad sets, or ads on performance metrics to identify top and bottom performers. Returns rankings, percentiles, statistical benchmarks, and highlights best/worst performers for each metric.
compare-time-periodsCompare campaign/adset/ad performance between two time periods to identify trends, improvements, and declines. Calculates percent changes for all metrics and highlights significant improvements or declines.
get-activity-logQuery account activity history showing budget changes, status changes (pause/unpause), bid changes, targeting updates, creative changes, and billing events. Use this to audit what actions were taken on the account.
get-accountGet basic information about a Meta ad account including name, ID, currency, and status
get-ad-creative-textRetrieve ad creative text content including primary text, headline, and description for content analysis and ad categorization. Returns text from all active ads or specific ads by ID.
get-audience-overlapCompare targeting specs across campaigns/ad sets to identify audience overlap. Analyzes geo, age, gender, interests, behaviors, and custom audience overlap pairwise. Flags high-overlap pairs that may compete in the same auction and waste budget.
get-campaign-configFetch campaign-level configuration settings including ASC (Advantage+ Shopping) settings, existing_customer_budget_percentage, bid strategies, budgets, and ad set targeting. Diagnoses common issues like missing customer budget caps and broad targeting.
get-creative-fatigueDetect ad creative fatigue by analyzing daily frequency and CTR trends. Returns a fatigue score (0-100), frequency/CTR trends, and recommendation (healthy/monitor/rotate/critical). Use with a specific entityId to analyze a campaign, ad set, or ad over time.
get-creative-performanceAggregate ad performance by creative ID across all ads using the same creative. Shows which creative variants perform best regardless of targeting or campaign structure. Returns ranked list with aggregated metrics, ROAS, custom conversions, and list of ad IDs per creative.
get-demographicsQuery performance metrics segmented by demographic/placement breakdowns (age, gender, country, device, publisher platform, platform position). Three modes: "standard" for impressions/clicks/spend on all ads, "video" for completion funnel on video ads, "conversions" for conversion tracking by placeme…
get-facebook-pagesGet Facebook Pages accessible by the authenticated user. Returns page IDs, names, categories, and linked Instagram actor IDs. Required for creating ad creatives.
get-performanceQuery performance metrics at any level (campaign, adset, or ad). Includes CTR, CPC, CPM, ROAS, reach, custom conversions (subscription_created, etc.), ad relevance diagnostics (quality/engagement/conversion rankings), and optional AI video analysis. Supports preset and custom date ranges. Replaces g…
get-saved-audiencesGet saved audiences for a Meta ad account. Returns audience names, IDs, and approximate sizes. Use to map ICP targeting to audience IDs for ad set creation.
get-video-metricsQuery video ad metrics including completion funnel (25/50/75/95/100%), ThruPlay, engagement depth (2s/15s/30s views), retention scores, average watch percentage, and drop-off weak points. Replaces get-video-performance and get-video-engagement.
list-ad-setsList ad sets within a specific Meta campaign. Returns ad set names, IDs, statuses, and budgets. Critical for mapping Notion ad set names to Meta ad set IDs.
list-custom-conversionsList all custom conversion events available in the ad account. Returns friendly names that can be used in the customActions parameter of get-performance, get-creative-performance, and get-demographics tools.
sc-get-adbehind configGet full details for a specific ad from the Meta Ad Library by ID or URL. Returns creative assets (video/image URLs), ad copy, CTA, landing page, impressions, spend, targeting demographics, and optionally a video transcript.
sc-search-adsbehind configSearch the Meta Ad Library by keyword or company name. For company searches, automatically resolves the company name to a Facebook page ID and fetches their ads. Supports filtering by country, status, media type, date range, and more. Use fetch_all: true to auto-paginate all results.
sc-search-companiesbehind configSearch for companies/pages in the Meta Ad Library by name. Returns page IDs that can be used with sc-search-ads to fetch a company's ads.
Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
When Vitest UI server is listening, arbitrary file can be read and executed
@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse
axios Vulnerable to Full Man-in-the-Middle via Prototype Pollution Gadget in `config.proxy`
axios Vulnerable to Credential Theft and Response Hijacking via Prototype Pollution Gadget in Config Merge
Axios is Vulnerable to Denial of Service via __proto__ Key in mergeConfig
ANTHROPIC_API_KEYDEFAULT_AD_SET_IDDEFAULT_CAMPAIGN_IDDEFAULT_INSTAGRAM_ACTOR_IDDEFAULT_PAGE_IDDEFAULT_SAVED_AUDIENCE_IDFACEBOOK_APP_IDFrom Facebook App SettingsFACEBOOK_APP_SECRETFrom Facebook App SettingsFACEBOOK_CALLBACK_URLFACEBOOK_MARKETING_APIFIRESTORE_CACHE_TTL_HOURSCache TTL (default: 24)GCP_PROJECT_IDGCS_BUCKET_NAMEGCS bucket for video stagingGEMINI_API_KEYGemini API key (or use Vertex AI)GEMINI_MAX_CONCURRENT_ANALYSESGEMINI_MAX_COST_PER_ANALYSISGEMINI_MODELGEMINI_USE_VERTEX_AIGOOGLE_OAUTH_CALLBACK_URLGOOGLE_OAUTH_CLIENT_IDGOOGLE_OAUTH_CLIENT_SECRETGOOGLE_SERVICE_ACCOUNT_JSONGCP service account keyHOSTMETA_ACCESS_TOKENLong-lived token from Graph API ExplorerMETA_AD_ACCOUNT_IDAd account ID (format: act_123456789)NOTION_API_KEYNOTION_MEDIA_DB_IDPIPELINE_MAX_CONCURRENCYPIPELINE_POLL_INTERVAL_MSSCRAPECREATORS_API_KEYSESSION_SECRETRandom 32+ char secret (openssl rand -base64 32)SESSION_TTLSHIP_AD_API_KEYPORTTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
24/24 tools missing one or more hints — analyze-ad-themes (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze-image-url (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze-video-creative (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +21 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tool test coverage
Only 5/24 tools referenced in tests (21%)
Write tests that reference each tool by name so every tool has at least one test.
Production dependencies are patched
0 critical, 12 high severity in production deps — @modelcontextprotocol/sdk@1.25.3 (high), axios@1.13.4 (high)
Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.
Dev dependencies
1 critical/high in dev-only deps (does not ship to users)
Upgrade dev dependencies when convenient.
Dependency freshness
1/16 production deps stale: axios-retry@2024-08-02 (2.1y)
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