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Rahul D Sarker: Marketing & RevOps Tools

REMOTE · RAHULDSARKER.CO · SCANNED OCT 4

111 marketing, RevOps and SaaS calculators with benchmarks, guided reviews, content search, booking.

Available components

78 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →

Endpoint Security80
Transport & Reachability100
Schema Quality & AI Usability86
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 24103 tokens (~114/item across 210 items; 118 tools + 92 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management17
  • Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 99% of tool parameters carry a description.Partial
  • Structured output schemas are declared (94% of tools); any adoption earns full credit.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • All 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.Pass
  • An AI judge read all 120 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass
  • Supports UI / widget rendering.Pass
Install

How do I install the Rahul D Sarker: Marketing & RevOps Tools MCP server?

Rahul D Sarker: Marketing & RevOps Tools is a hosted endpoint at https://rahuldsarker.co/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

remote · rahuldsarker.co

# add to Claude Code
claude mcp add --transport http co-rahuldsarker-growth-tools 'https://rahuldsarker.co/api/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "co-rahuldsarker-growth-tools": {
      "url": "https://rahuldsarker.co/api/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "co-rahuldsarker-growth-tools": {
      "type": "http",
      "url": "https://rahuldsarker.co/api/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.co-rahuldsarker-growth-tools]
url = "https://rahuldsarker.co/api/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "co-rahuldsarker-growth-tools": {
      "type": "remote",
      "url": "https://rahuldsarker.co/api/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add co-rahuldsarker-growth-tools --url 'https://rahuldsarker.co/api/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  co-rahuldsarker-growth-tools:
    url: "https://rahuldsarker.co/api/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "co-rahuldsarker-growth-tools": {
      "Transport": "http",
      "Url": "https://rahuldsarker.co/api/mcp"
    }
  }
}
# add to Vellum
assistant mcp add co-rahuldsarker-growth-tools -t streamable-http -u 'https://rahuldsarker.co/api/mcp'
// mcp.json
{
  "mcpServers": {
    "co-rahuldsarker-growth-tools": {
      "type": "http",
      "url": "https://rahuldsarker.co/api/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 4 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

  • 2 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Oct 26 +3

    We did not load change detail this far back for this component, so this day may have recorded more than is shown.

    • The server rewrote its instructions, which are the text every model session reads security
    • Tool “saas_valuation_multiple_predictor” rewrote its description, which is the text the model reads security
    • Schema quality: 133 → 114 ▲ functional
    • Tool “saas_churn_cohort_visualizer” now declares an output schema ▲ functional
    • Tool “google_search_impression_share_value_estimator” now declares an output schema ▲ functional
    • Tool “acv_weight_planner” now declares an output schema ▲ functional
    • Tool “gtm_audit_scorecard” now declares an output schema ▲ functional
    • Tool “post_ios14_blended_attribution_modeler” now declares an output schema ▲ functional
    • Tool “cpa_to_cac_scalability_matrix” now declares an output schema ▲ functional
    • Tool “product_led_growth_feasibility_grader” now declares an output schema ▲ functional
    • Tool “paid_search_intent_tier_grader” now declares an output schema ▲ functional
    • Tool “sales_cycle_length_forecaster” now declares an output schema ▲ functional
    • Tool “friction_point_identifier” now declares an output schema ▲ functional
    • Tool “page_speed_leak_calculator” now declares an output schema ▲ functional
    • Tool “cross_sell_opportunity_estimator” now declares an output schema ▲ functional
    • Tool “mrr_to_arr_calculator” now declares an output schema ▲ functional
    • Tool “cross_channel_ad_spend_allocator” now declares an output schema ▲ functional
    • Tool “customer_success_capacity_planner” now declares an output schema ▲ functional
    • Tool “cart_abandonment_calculator” now declares an output schema ▲ functional
    • Tool “roas_calculator” now declares an output schema ▲ functional
    • Tool “ae_sdr_hand_off_friction_calculator” now declares an output schema ▲ functional
    • Tool “roas_to_mer_converter” now declares an output schema ▲ functional
    • Tool “value_prop_strength_grader” now declares an output schema ▲ functional
    • Tool “cpl_cpa_calculator” now declares an output schema ▲ functional
    • Tool “organic_traffic_value_monetizer” now declares an output schema ▲ functional
    • Tool “sales_commission_tier_modeler” now declares an output schema ▲ functional
    • Tool “strategic_pivot_risk_grader” now declares an output schema ▲ functional
    • Tool “sales_pipeline_leak_evaluator” now declares an output schema ▲ functional
    • Tool “above_the_fold_messaging_clarity_grader” now declares an output schema ▲ functional
    • Tool “saas_magic_number_calculator” now declares an output schema ▲ functional
    • Tool “freemium_to_paid_pipeline_modeler” now declares an output schema ▲ functional
    • Tool “gross_margin_impact_calculator” now declares an output schema ▲ functional
    • Tool “lead_quality_intent_evaluator” now declares an output schema ▲ functional
    • Tool “creative_testing_duration_forecaster” now declares an output schema ▲ functional
    • Tool “pricing_elasticity_sandbox” now declares an output schema ▲ functional
    • Tool “revops_maturity_benchmarker” now declares an output schema ▲ functional
    • Tool “ppc_click_volume_predictor” now declares an output schema ▲ functional
    • Tool “pricing_page_architecture_grader” now declares an output schema ▲ functional
    • Tool “ad_creative_fatigue_forecaster” now declares an output schema ▲ functional
    • Tool “competitor_ad_spend_benchmarker” now declares an output schema ▲ functional
    • Tool “saas_valuation_multiple_predictor” now declares an output schema ▲ functional
    • Tool “rule_of_40_sandbox” now declares an output schema ▲ functional
    • Tool “lead_magnet_copy_grader” now declares an output schema ▲ functional
    • Tool “thank_you_page_revenue_maximizer” now declares an output schema ▲ functional
    • Tool “marketing_budget” now declares an output schema ▲ functional
    • Tool “sdr_capacity_and_inbound_quota_planner” now declares an output schema ▲ functional
    • Tool “growth_strategy_prioritization_tool” now declares an output schema ▲ functional
    • Tool “conversion_funnel” now declares an output schema ▲ functional
    • Tool “total_addressable_market_estimator” now declares an output schema ▲ functional
    • Tool “performance_marketing_margin_protector” now declares an output schema ▲ functional
    • Tool “linkedin_ad_cost_threshold_calculator” now declares an output schema ▲ functional
    • Tool “retargeting_pool_size_estimator” now declares an output schema ▲ functional
    • Tool “internationalization_market_prioritization_grid” now declares an output schema ▲ functional
    • Tool “data_enrichment_value_predictor” now declares an output schema ▲ functional
    • Tool “marketing_agency_pitch_bullshit_detector” now declares an output schema ▲ functional
    • Tool “crm_cleanup_roi_calculator” now declares an output schema ▲ functional
    • Tool “mrr_bridge_planner” now declares an output schema ▲ functional
    • Tool “product_market_fit_scoring_grader” now declares an output schema ▲ functional
    • Tool “net_promoter_score_impact_modeler” now declares an output schema ▲ functional
    • Tool “in_house_vs_fractional_cmo” now declares an output schema ▲ functional
    • Tool “form_field_friction_cost_calculator” now declares an output schema ▲ functional
    • Tool “mql_calculator” now declares an output schema ▲ functional
    • Tool “ux_pattern_anti_pattern_checker” now declares an output schema ▲ functional
    • Tool “growth_runway_extension_simulator” now declares an output schema ▲ functional
    • Tool “bootstrapped_vs_venture_scaler_modeler” now declares an output schema ▲ functional
    • Tool “contract_redline_duration_predictor” now declares an output schema ▲ functional
    • Tool “pipeline_velocity_equation_engine” now declares an output schema ▲ functional
    • Tool “exit_intent_timing_optimizer” now declares an output schema ▲ functional
    • Tool “video_conversion_modeler” now declares an output schema ▲ functional
    • Tool “growth_team_hiring_sequence_planner” now declares an output schema ▲ functional
    • Tool “channel_saturation_estimator” now declares an output schema ▲ functional
    • Tool “customer_expansion_revenue_matrix” now declares an output schema ▲ functional
    • Tool “ltv_to_cac_ratio_health_grader” now declares an output schema ▲ functional
    • Tool “net_revenue_retention_forecaster” now declares an output schema ▲ functional
    • Tool “product_usage_frequency_grader” now declares an output schema ▲ functional
    • Tool “product_tour_effectiveness_grader” now declares an output schema ▲ functional
    • Tool “saas_quick_ratio_engine” now declares an output schema ▲ functional
    • Tool “renewals_pipeline_health_grader” now declares an output schema ▲ functional
    • Tool “ad_spend_waste_calculator” now declares an output schema ▲ functional
    • Tool “lead_scoring_logic_architect” now declares an output schema ▲ functional
    • Tool “arr_multiple_calculator” now declares an output schema ▲ functional
    • Tool “micro_budget_ad_feasibility_checker” now declares an output schema ▲ functional
    • Tool “mobile_checkout_friction_tester” now declares an output schema ▲ functional
    • Tool “burn_rate_optimization_forecaster” now declares an output schema ▲ functional
    • Tool “landing_page_vs_ad_match_quality_auditor” now declares an output schema ▲ functional
    • Tool “crm_roi_calculator” now declares an output schema ▲ functional
    • Tool “lookalike_audience_pool_calculator” now declares an output schema ▲ functional
    • Tool “seasonal_ad_cpm_predictor” now declares an output schema ▲ functional
    • Tool “lead_routing_delay_cost_calculator” now declares an output schema ▲ functional
    • Tool “tech_stack_duplication_inspector” now declares an output schema ▲ functional
    • Tool “ad_frequency_risk_checker” now declares an output schema ▲ functional
    • Tool “cta_visual_hierarchy_tester” now declares an output schema ▲ functional
    • Tool “ab_test_significance_calculator” now declares an output schema ▲ functional
    • Tool “ltv_cac_calculator” now declares an output schema ▲ functional
    • Tool “micro_conversion_value_modeler” now declares an output schema ▲ functional
    • Tool “brand_vs_performance_budget_allocator” now declares an output schema ▲ functional
    • Tool “mql_to_sales_disconnect_analyzer” now declares an output schema ▲ functional
    • Tool “cac_payback_period_matrix” now declares an output schema ▲ functional
    • Tool “lead_grading_calculator” now declares an output schema ▲ functional
    • Tool “ltv_growth_multiplier_simulator” now declares an output schema ▲ functional
    • Tool “typography_legibility_grader” now declares an output schema ▲ functional
    • Tool “annual_growth_goal_back_calculator” now declares an output schema ▲ functional
    • Tool “utm_generator_and_validation_helper” now declares an output schema ▲ functional
    • Tool “deferred_revenue_amortization_planner” now declares an output schema ▲ functional
    • Tool “enterprise_contract_discount_evaluator” now declares an output schema ▲ functional
    • Tool “b2b_implementation_delay_cost_calculator” now declares an output schema ▲ functional
    • Tool “trust_badge_roi_estimator” now declares an output schema ▲ functional
    • Tool “seat_utilization_risk_assessor” now declares an output schema ▲ functional
    • Tool “impression_share_opportunity_matrix” now declares an output schema ▲ functional
    • Tool “historical_data_drift_estimator” now declares an output schema ▲ functional
    • Tool “expansion_revenue_impact_simulator” now declares an output schema ▲ functional
    • Tool “no_show_rate_revenue_restorer” now declares an output schema ▲ functional
    • Tool “social_proof_strength_auditor” now declares an output schema ▲ functional
    • Tool “inbound_call_center_routing_auditor” now declares an output schema ▲ functional
    • The server now declares the “resources” capability functional
    • The server now declares the “completions” capability functional
    • First check of Capabilities: pass functional
    • First check of Tool coverage: 94 functional
    • Destructive annotations: pass → 100 functional
    • New prompt “ad_account_audit” functional
    • New prompt “unit_economics_health_check” functional
    • New prompt “fractional_cmo_fit” functional
    • New resource “real-estate-marketing-qualified-pipeline-not-leads” functional
    • New resource “b2b-logistics-pipeline-attribution” functional
    • New resource “what-moves-saas-valuation-multiple” functional
    • New resource “cut-cac-payback-under-3-months-marketplace” functional
    • New resource “lead-scoring-model-predicts-revenue” functional
    • New resource “fractional-cmo-first-90-days” functional
    • New resource “ga4-event-taxonomy-setup-mistakes” functional
    • New resource “why-server-side-capi-cut-signal-loss” functional
    • New resource “five-layer-revenue-system-growth-stage” functional
    • New resource “fractional-cmo-for-d2c-brands-india” functional
    • New resource “wordpress-products-die-from-weak-gtm” functional
    • New resource “ai-for-creative-strategy-not-just-production” functional
    • New resource “d2c-skincare-meta-capi” functional
    • New resource “widget” functional
    • New resource “growth-marketing-consultant-for-fintech” functional
    • New resource “calculators” functional
    • New resource “fractional-cmo-vs-full-time-cmo-cost” functional
    • New resource “revops-maturity-model-stages” functional
    • New resource “d2c-fmcg-signal-recovery” functional
    • New resource “fractional-cmo-for-saas-startups” functional
    • New resource “revops-reporting-ceo-cfo-trust” functional
    • New resource “attribution-consultant-for-d2c-ecommerce” functional
    • New resource “fintech-speed-to-lead” functional
    • New resource “sales-funnel-consultant” functional
    • New resource “attribution-audit-one-day” functional
    • New resource “sales-funnel-audit-for-b2b” functional
    • New resource “fractional-cmo-build-team-no-headcount” functional
    • New resource “revenue-operations” functional
    • New resource “head-of-marketing-hired-pipeline-not-moving” functional
    • New resource “fractional-cmo-mandate-before-day-one” functional
    • New resource “mql-to-sql-conversion-consultant” functional
    • New resource “marketing-automation-roas-cac-ecommerce-india” functional
    • New resource “fractional-cmo-hourly-rate-india” functional
    • New resource “google-tag-manager-audit” functional
    • New resource “ai-marketing” functional
    • New resource “cac-systems-problem-not-creative-problem” functional
    • New resource “mmm-vs-mta-which-attribution-model-growth-stage” functional
    • New resource “does-a-crm-fix-feast-or-famine-revenue” functional
    • New resource “meta-ads-mcp-tool-calls” functional
    • New resource “server-side-capi-setup-service” functional
    • New resource “what-ai-actually-does-in-media-buying” functional
    • New resource “d2c-wellness-revenue-system” functional
    • New resource “referrals-dry-up-build-predictable-pipeline” functional
    • New resource “crm-cleanup-service-for-hubspot” functional
    • New resource “healthtech-demand-generation-long-sales-cycles” functional
    • New resource “performance-marketing-agency-for-b2b-saas-india” functional
    • New resource “mql-to-sql-handoff-playbook” functional
    • New resource “attribution-chain-that-ended-channel-credit-argument” functional
    • New resource “revops-consultant-for-series-a-startups” functional
    • New resource “meta-campaign-structure-scaling-past-50l-month” functional
    • New resource “google-pmax-what-it-automates-breaks-controls” functional
    • New resource “does-more-ad-spend-fix-broken-funnel” functional
    • New resource “fractional-cmo-exit-playbook” functional
    • New resource “how-ai-changes-fractional-cmo-role” functional
    • New resource “b2b-devtools-demand-gen” functional
    • New resource “five-landing-page-elements-ad-spend-converts” functional
    • New resource “proptech-cac-payback” functional
    • New resource “meta-capi-vs-pixel-tracking” functional
    • New resource “revops-consultant-for-hubspot” functional
    • New resource “five-signals-hire-fractional-cmo” functional
    • New resource “fractional-cmo” functional
    • New resource “why-hire-a-fractional-cmo” functional
    • New resource “d2c-performance-marketing-india-different-playbook” functional
    • New resource “performance-marketing” functional
    • New resource “gtm-ga4-crm-looker-attribution-stack” functional
    • New resource “raised-a-round-where-growth-stage-wastes-first-crore” functional
    • New resource “hubspot-lead-scoring-consultant” functional
    • New resource “fractional-cmo-vs-full-service-agency” functional
    • New resource “crm-fields-that-predict-revenue” functional
    • New resource “utm-discipline-attribution-breaks-campaign-naming” functional
    • New resource “marketing-automation-stack-growth-stage-2026” functional
    • New resource “meta-vs-google-budget-allocation” functional
    • New tool “request_callback” functional
    • New tool “find_calculator” functional
    • New tool “run_calculator” functional
  • 29 Sept 26 73

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Oct 2026 · Probed https://rahuldsarker.co/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=rahuldsarker.co CN=YR1,O=Let's Encrypt,C=US 8 Aug 2026 6 Nov 2026 RSA 2048 SHA256-RSA 6dc30fe696ca119418557a0d667571489cd
SANs: rahuldsarker.co
CN=YR1,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA a20253f15f2691c05dc1ce13b9bcca4e
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of rahuldsarker.co. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
co. present 7786 8 Verified
rahuldsarker.co. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=63072000

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://rahuldsarker.co/api/mcp Verified 200
http (plaintext) http://rahuldsarker.co/api/mcp HTTPS enforced 308 https://rahuldsarker.co/api/mcp
MCP tools · 118 exposed · ~20,061 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
run_calculator ~92

Run any rahuldsarker.co calculator by its tool name (from find_calculator). Inputs you leave out are asked of the person directly when the client supports forms; otherwise the result lists what to ask for.

NameTypeReqDescription
argumentsobject–The calculator's inputs, including optional currency (e.g. "USD")
namestringyesCalculator tool name, e.g. "roas_calculator"

No output schema declared.

No examples provided.

saas_churn_cohort_visualizer ~158

Project how a customer cohort decays over time under a monthly churn rate, and the implied average customer lifespan. See the full version at https://rahuldsarker.co/calculators/saas-churn-cohort-visualizer

NameTypeReqDescription
cohortSizenumberyesStarting cohort size (number of customers)
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
monthlyChurnPctnumberyesMonthly logo churn rate, as a percentage
segmentstring–Customer segment for the benchmark verdict: smb, mid_market or enterprise (default smb)
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

saas_magic_number_calculator ~130

Measure how efficiently sales and marketing spend turns into new ARR. See the full version at https://rahuldsarker.co/calculators/saas-magic-number-calculator

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
currentArrnumberyesCurrent period ARR
priorArrnumberyesPrior period ARR
priorPeriodSalesAndMarketingSpendnumberyesSales and marketing spend in the prior period
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

saas_quick_ratio_engine ~165

Divide MRR gained (new + expansion) by MRR lost (contraction + churn) to measure growth durability. See the full version at https://rahuldsarker.co/calculators/saas-quick-ratio-engine

NameTypeReqDescription
churnedMrrnumberyesMRR lost to cancellations/churn
contractionMrrnumberyesMRR lost to downgrades/contraction
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
expansionMrrnumberyesExpansion MRR from existing customers
newMrrnumberyesNew MRR added this period
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

saas_valuation_multiple_predictor ~157

Estimate a directional ARR multiple and enterprise value range from growth, net revenue retention, and gross margin. See the full version at https://rahuldsarker.co/calculators/arr-multiple-calculator

NameTypeReqDescription
arrnumberyesCurrent annual recurring revenue (ARR)
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
grossMarginPctnumberyesGross margin, as a percentage
nrrPctnumberyesNet revenue retention, as a percentage
yoyGrowthPctnumberyesYear-over-year growth rate, as a percentage
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

sales_commission_tier_modeler ~200

Model a rep's commission payout under a base-plus-accelerator plan, and check it against gross margin to catch plans that outrun profitability. See the full version at https://rahuldsarker.co/calculators/sales-commission-tier-modeler

NameTypeReqDescription
acceleratedRatePctnumberyesAccelerated commission rate, as a percentage
acceleratorThresholdPctnumberyesQuota attainment percentage at which the accelerator kicks in
annualQuotanumberyesAnnual quota
attainmentPctnumberyesQuota attainment, as a percentage
baseCommissionRatePctnumberyesBase commission rate, as a percentage
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
dealGrossMarginPctnumberyesDeal gross margin, as a percentage
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

sales_cycle_length_forecaster ~200

Project total deal cycle length by adding stakeholder count and compliance/procurement gates to a base single-buyer cycle. See the full version at https://rahuldsarker.co/calculators/sales-cycle-length-forecaster

NameTypeReqDescription
baseCycleDaysnumberyesBase cycle length for a single buyer, in days
complianceGatestringyesCompliance/procurement gate: none (0 days), security (security review, 15 days), securityLegal (security + legal, 30 days), or full (security + legal + procurement, 50 days)
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
daysPerExtraStakeholdernumberyesDays added per extra stakeholder beyond the first
decisionMakersnumberyesNumber of decision-makers involved
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

sales_pipeline_leak_evaluator ~187

Run leads through the Lead → MQL → SQL → Opportunity → Win funnel and flag the weakest converting stage. See the full version at https://rahuldsarker.co/calculators/sales-pipeline-leak-evaluator

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
leadsnumberyesLeads per month, top of funnel
toMqlPctnumberyesLead → MQL conversion rate, as a percentage
toOppPctnumberyesSQL → Opportunity conversion rate, as a percentage
toSqlPctnumberyesMQL → SQL conversion rate, as a percentage
toWinPctnumberyesOpportunity → Win conversion rate, as a percentage
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

sdr_capacity_and_inbound_quota_planner ~211

Work out how much inbound volume an SDR team can properly cover per month, and how many reps you would need to fully cover current inbound. See the full version at https://rahuldsarker.co/calculators/sdr-capacity-and-inbound-quota-planner

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
inboundLeadsPerMonthnumberyesInbound leads per month
minutesPerTouchnumberyesMinutes required per quality touch
sdrsnumberyesNumber of SDRs on the team
sellingHoursPerDaynumberyesSelling hours per day, per rep, after meetings/admin/breaks
touchesPerLeadnumberyesTouches per lead in the cadence
workingDaysPerMonthnumberyesWorking days per month
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

search_content ~137

Search rahuldsarker.co for articles, long-form guides and client case studies on fractional CMO work, revenue operations, attribution, server-side tracking, performance marketing, CRM and AI marketing. Returns titles, summaries and links to cite. Use read_content to get the full text of a result.

NameTypeReqDescription
limitinteger–How many results, 1 to 10 (default 5)
querystringyesWhat to look for, in plain words, e.g. "server-side CAPI signal loss" or "RevOps for Series A SaaS"
typestring–Only return one kind of content

No output schema declared.

No examples provided.

seasonal_ad_cpm_predictor ~168

Project CPM and reach impact for a given season (back-to-school, Black Friday, Q4, January) from a baseline CPM. See the full version at https://rahuldsarker.co/calculators/seasonal-ad-cpm-predictor

NameTypeReqDescription
baseCpmnumberyesBaseline CPM
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
monthlyBudgetnumberyesMonthly budget
seasonstringyesSeason: normal (baseline), backToSchool (Aug-Sep), blackFriday (BFCM peak), q4 (Nov-Dec holiday), january (post-holiday reset)
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

seat_utilization_risk_assessor ~137

Estimate renewal ARR at risk from low seat utilization on a subscription contract. See the full version at https://rahuldsarker.co/calculators/seat-utilization-risk-assessor

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
renewalArrnumberyesRenewal ARR at stake for this account
seatsActivenumberyesSeats actively used (e.g. active in the last 30 days)
seatsPurchasednumberyesSeats purchased
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

social_proof_strength_auditor ~220

Score the persuasive strength of testimonials and proof elements across six weighted criteria into a 0-100 credibility score. See the full version at https://rahuldsarker.co/calculators/social-proof-strength-auditor

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
enoughVolumestringyesEnough volume to feel credible (weight 10)
matchesVisitorSegmentstringyesProof matches the visitor's segment (weight 15)
namedAndAttributedstringyesTestimonials are named & attributed to real people (weight 20)
photosLogosOrVideostringyesPhotos, logos or video, not just text (weight 15)
placedNearDecisionPointsstringyesPlaced near decision points / CTAs (weight 15)
specificQuantifiedResultsstringyesThey cite specific, quantified results (weight 25)
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

strategic_pivot_risk_grader ~227

Grade the risk of pivoting upmarket to enterprise across sales motion, pricing/packaging, cash buffer, product compliance, and team experience. See the full version at https://rahuldsarker.co/calculators/strategic-pivot-risk-grader

NameTypeReqDescription
cashstringyesCash buffer for a longer sales cycle: ready/partial/no. Weight 20
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
motionstringyesSales motion built for enterprise (AEs, SEs, ABM): ready/partial/no. Weight 25
pricingstringyesPricing & packaging fit larger contracts: ready/partial/no. Weight 15
productstringyesProduct security / compliance (SOC2, SSO): ready/partial/no. Weight 25
teamstringyesTeam has enterprise experience: ready/partial/no. Weight 15
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

tech_stack_duplication_inspector ~151

Estimate the monthly and annual SaaS spend wasted on overlapping tools, from total spend, tool count, and estimated feature overlap. See the full version at https://rahuldsarker.co/calculators/tech-stack-duplication-inspector

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
monthlySpendnumberyesTotal SaaS spend per month
overlapPctnumberyesEstimated share of spend on redundant/overlapping capabilities, as a percentage
toolCountnumberyesNumber of tools in the stack
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

thank_you_page_revenue_maximizer ~230

Estimate the extra revenue from adding a secondary action (referral, upsell, booking, or community) on a thank-you page, using typical take rates. See the full version at https://rahuldsarker.co/calculators/thank-you-page-revenue-maximizer

NameTypeReqDescription
actionstringyesSecondary action to add: referral ask (~8%), order-bump/upsell (~12%), book a call/demo (~18%), or join community/follow (~22%)
conversionsPerMonthnumberyesConversions per month (thank-you page views)
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
takeRatePctOverridenumber–Custom take rate override, as a percentage; if omitted, uses the typical rate for the chosen action
valuePerSecondaryActionnumberyesValue per secondary action, e.g. avg. value of a referral, upsell, or booked call
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

total_addressable_market_estimator ~171

Build a bottom-up TAM, SAM, and SOM from company counts, reachable share, ACV, and obtainable market share. See the full version at https://rahuldsarker.co/calculators/total-addressable-market-estimator

NameTypeReqDescription
acvnumberyesAverage contract value
companiesnumberyesTotal target companies that fit the category
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
reachablePctnumberyesShare of those companies realistically reachable, as a percentage
targetSharePctnumberyesObtainable share of the reachable market (SAM) you can win near-term, as a percentage
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

trust_badge_roi_estimator ~167

Estimate the monthly and annual revenue lift from adding trust/security badges near a conversion point. See the full version at https://rahuldsarker.co/calculators/trust-badge-roi-estimator

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
currentConversionRatePctnumberyesCurrent conversion rate, as a percentage
expectedLiftPctnumber–Expected relative lift from trust badges, as a percentage, defaults to 8 (typically 3-15%)
monthlyVisitorsnumberyesMonthly visitors to the form/checkout
valuePerConversionnumberyesValue per conversion
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

typography_legibility_grader ~154

Score body copy legibility on font size, line height, and line length against ideal bands, into a 0-100 score. See the full version at https://rahuldsarker.co/calculators/typography-legibility-grader

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
fontSizePxnumberyesBody font size in pixels
lineHeightnumberyesLine height as a multiplier of font size, e.g. 1.5
lineLengthCharsnumberyesLine length in characters per line
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

utm_generator_and_validation_helper ~212

Generate a cleaned, encoded UTM-tagged URL from source, medium, campaign, term, and content, and flag common tagging errors. See the full version at https://rahuldsarker.co/calculators/utm-generator-and-validation-helper

NameTypeReqDescription
baseUrlstringyesBase URL to tag, e.g. https://example.com/pricing
campaignstringyesutm_campaign, e.g. q3-demo-push
contentstring–utm_content (creative / A-B variant), optional
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
mediumstringyesutm_medium, e.g. cpc, paid-social
sourcestringyesutm_source, e.g. google, linkedin
termstring–utm_term (paid keyword), optional
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

ux_pattern_anti_pattern_checker ~236

Count how many of 8 known dark patterns are present in a user experience and turn that into an integrity score. See the full version at https://rahuldsarker.co/calculators/ux-pattern-anti-pattern-checker

NameTypeReqDescription
confirmshamingbooleanyesConfirmshaming, e.g. "No thanks, I hate saving money"
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
disguisedAdsbooleanyesDisguised ads or fake system messages
fakeUrgencybooleanyesFake urgency or countdown timers
forcedContinuitybooleanyesForced continuity (auto-renew, hard to spot)
hardCancellationbooleanyesDeliberately hard cancellation / downgrade
hiddenCostsLatebooleanyesHidden costs revealed late in checkout
preselectedAddOnsbooleanyesPre-selected paid add-ons / opt-ins
trickWordingbooleanyesTrick wording on buttons / consent
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

value_prop_strength_grader ~195

Score a value proposition on clarity, specificity, differentiation, outcome focus, and pain relevance into a 0-100 score. See the full version at https://rahuldsarker.co/calculators/value-prop-strength-grader

NameTypeReqDescription
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
differentiatedFromCompetitorsstringyesDifferentiated from competitors (weight 20)
focusedOnOutcomestringyesFocused on the customer's outcome (weight 20)
instantlyClearstringyesInstantly clear, no second read needed (weight 25)
speaksToRealPainstringyesSpeaks to a real, felt pain (weight 15)
specificNotGenericstringyesSpecific, not generic (weight 20)
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

video_conversion_modeler ~158

Model the pipeline and revenue a video drives from views, completion rate, and post-completion conversion rate. See the full version at https://rahuldsarker.co/calculators/video-conversion-modeler

NameTypeReqDescription
completerToConversionPctnumberyesCompleter to conversion rate, as a percentage
completionRatePctnumberyesCompletion rate, as a percentage: share who watch to the end
currencystring–ISO 4217 code for money in the result, e.g. "USD", "INR", "EUR", "GBP". Omit to show plain numbers.
dealValuenumberyesDeal / conversion value
monthlyViewsnumberyesVideo views per month
NameTypeReqDescription
benchmarksarrayyesRule-of-thumb verdicts for the headline numbers
bookingUrlstringyes–
calculatorstringyesSlug of the interactive calculator on rahuldsarker.co
compactbooleanyes–
currencystring|nullyes–
inputsobjectyes–
kindstringyes–
metricsarrayyesEvery "Label: value" line of the result; value is the first number on the line
notesarrayyes–
titlestringyes–
toolstringyesThe calculator tool that produced this result
urlstringyes–

No examples provided.

Common questions

What is the Rahul D Sarker: Marketing & RevOps Tools MCP server?

Rahul D Sarker: Marketing & RevOps Tools is an MCP server listed in the public MCP registry as co.rahuldsarker/growth-tools. 111 marketing, RevOps and SaaS calculators with benchmarks, guided reviews, content search, booking. This page covers its hosted endpoint (https://rahuldsarker.co/api/mcp).

Is the Rahul D Sarker: Marketing & RevOps Tools MCP server safe to use?

Rahul D Sarker: Marketing & RevOps Tools scores 78 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the Rahul D Sarker: Marketing & RevOps Tools MCP server expose?

Rahul D Sarker: Marketing & RevOps Tools exposes 118 tools: search_content, read_content, check_availability, roas_calculator, ltv_cac_calculator, and 113 more. Their descriptions and schemas cost roughly 20,061 tokens of context every time the server is loaded.

Does the Rahul D Sarker: Marketing & RevOps Tools MCP server require authentication?

No. We connected to Rahul D Sarker: Marketing & RevOps Tools without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the Rahul D Sarker: Marketing & RevOps Tools MCP server still maintained?

Rahul D Sarker: Marketing & RevOps Tools is still listed as active in the MCP registry. We last reached this channel on 4 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.