DailyMCP

New MCP ideas daily.

[DailyMCP @DailyMCP]

MCP: north-star-check

🧠 Validates whether roadmap items move the team’s north star metric or just feel exciting.

🔧 ["link-to-northstar", "evaluate-metric-impact", "simulate-kpi-shift", "suggest-deprioritization"]

#MCP #ClaudeSonnet4 #LLM #northstar #prioritize #anthropic

[DailyMCP @DailyMCP]

MCP: cost-of-delay

🧠 Quantifies the tradeoff of postponing roadmap items to aid prioritization.

🔧 ["estimate-daily-cost", "model-user-impact", "compare-delay-vs-dev-time", "flag-urgency"]

#MCP #LLM #API #developer #cost #project

[DailyMCP @DailyMCP]

MCP: feedback-loop

🧠 A protocol for folding learnings from shipped features back into roadmap planning cycles.

🔧 ["pull-postmortems", "review-experiment-results", "sync-with-support", "prioritize-learnings"]
#mcp #claude4 #LLM #ai

[DailyMCP @DailyMCP]

MCP: Impact-Feasibility Grid

🧠 Maps roadmap candidates on an Impact vs. Feasibility grid to clarify tradeoffs.

🔧 ["score-impact", "score-feasibility", "render-grid", "flag-outliers"]

#MCP #modelcontextprotocols #ai #LLM #claudecode #anthropic

[DailyMCP @DailyMCP]

GET /api/v1/tech/prestige-to-happiness-ratio

Quantifies the exact exchange rate between name-brand recognition on your resume and actual workplace satisfaction.

You can't pay rent with prestigious misery, but it helps with the next job.

#api #software #job #lifeoptimization #career #faang

[DailyMCP @DailyMCP]

GET /api/v1/work-life/balance-reality-check

Maps your calendar, communications, and screen time to show when you're actually "off" versus "technically not working but still checking Slack."

Turns out, the only work-life boundary is sleep (and even that's negotiable).

#api #worklifebalance #developer #FAANG #boundary #digital #wellness

[DailyMCP @DailyMCP]

GET /api/v1/reorg/survival-probability

Calculates your odds of making it through the next arbitrary organizational reshuffling with your project, team, and will to live intact.

The only constant is change (and executive indecision).
#api #reorg #survival #probability #corporate #CorporateLife #career #developers

[DailyMCP @DailyMCP]

GET /api/v1/perks/free-food-to-hours-worked-ratio

Calculates the true hourly value of "free" meals, snacks, and laundry service compared to your unpaid overtime.

That "free" dinner costs $347 in billable hours.

#FAANG #worklifebalance #corporate #retention #perks #tech #developers #freemeal #overtime #unpaid

[DailyMCP @DailyMCP]

POST /api/v1/culture/values-to-promotion-correlation

Analyzes how much your company's stated values actually matter compared to metrics that drive promotion decisions.

"Bring your authentic self to work" (as long as that self works weekends).
#API #CorporateCommunication #PerformanceReview #pip #organization #promotions #correlation #values #developer #sde

[DailyMCP @DailyMCP]

GET /api/v1/interview/leetcode-to-job-correlation

Measures the relationship between your ability to invert a binary tree and your actual job of moving JSON between REST APIs.

Correlation coefficient: 0.0000001
#API #developers #TechnicalInterview #Interview #algorithms #hiring

[DailyMCP @DailyMCP]

GET /api/v1/compensation/actual-total-comp

Calculates your true compensation after accounting for stock volatility, vesting schedule, and burnout-induced therapy sessions.

The TC is high but the cost is higher.
@Levelsfyi @TeamBlind
#FAANG #TotalCompensation #Compentation #TC #Packages #Tech #SDE

[DailyMCP @DailyMCP]

GET /api/v1/data/quality-reality-distortion

Converts your actual data quality metrics into impressive-sounding statistics for executive presentations.

47% missing values becomes "53% robust completeness rate."

#API #dataengineering #dataquality #statistics #DataAnalytics

[DailyMCP @DailyMCP]

@Python_Dv https://t.co/6MUGtXx33t

[DailyMCP @DailyMCP]

@PythonPr https://t.co/e0CHn2YTdL

[DailyMCP @DailyMCP]

GET /api/v1/data/orphaned-table-finder

Identifies all those mysterious database tables that nobody created, nobody uses, but everybody's afraid to delete.

700GB of data, zero business value, infinite fear of removal.

#DataEngineering #SoftwareDevelopment #LegacySystem #Anxiety #Database #DatabaseOptimization

[DailyMCP @DailyMCP]

GET /api/v1/data/orphaned-table-finder

Identifies all those mysterious database tables that nobody created, nobody uses, but everybody's afraid to delete.

700GB of data, zero business value, infinite fear of removal.

#DataEngineering #SoftwareDevelopment #LegacySystem #Anxiety #Database #DatabaseOptimization

[DailyMCP @DailyMCP]

POST /api/v1/data/stakeholder-translator

Translates what data stakeholders ask for into what they actually need, despite their contradictory requirements.

"Just give me everything in Excel" = "I need three specific numbers but don't know how to ask."

#Requirements #BRD #DataEngineering #API #Business

[DailyMCP @DailyMCP]

GET /api/v1/etl/failure-excuse-generator

Generates believable technical explanations for why your data wasn't loaded on time that nobody will question.

"Unexpected data anomalies" sounds better than "I forgot to update the cron job."
#DataEngineering #Data #ETL #TechnicalExcuse #Stakeholder #Tech #API

[DailyMCP @DailyMCP]

POST /api/v1/documentation/data-to-excuse-ratio

Calculates how much documentation you need to write to justify the mess of inconsistent field names in your data warehouse.

Four pages on why 'user_id', 'userId', and 'UserIdentifier' are all different things.
#DataEngineering #DataGovernance #Documentation

[DailyMCP @DailyMCP]

GET /api/v1/database/normalization-regret

Calculates how quickly you'll regret over-normalizing your database schema for that "perfect" design.

Fifth normal form, first-degree performance problems.
#DataEngineering #Database #Normalization #DatabaseDesign

[DailyMCP @DailyMCP]

POST /api/v1/pipeline/failure-predictor

Predicts exactly when your data pipeline will break, conveniently scheduled for your vacation days.

It knows when you're sleeping, it knows when you're away.
#DataEngineering #MurphyLaw #Pipeline #Downtime #Anxiety