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Workflows

78 real MCP tool workflows

78 task-shaped workflows, each a real 2-4 step chain of live MCP tools on the WingMan Protocol gateway — grouped by category, every step naming the exact tool call involved.

Developer Ops (7)

Analyze text and normalize its case
3 steps · ~18 min — Check word count and reading time for a block of text, normalize its casing, then compare it to a…
Convert and checksum a batch of identifiers
3 steps · ~18 min — Generate deterministic UUIDs for a batch of records, CRC-32 checksum them, then Luhn-validate any…
Convert time zones and schedule a cron job
3 steps · ~18 min — Convert a target local time into UTC, get its Unix epoch value, then compute the matching cron…
Decode a JWT and check rate limits
3 steps · ~18 min — Decode an incoming JWT to inspect its claims, check the current rate-limit budget, then plan the…
Plan a cron schedule and estimate token cost
3 steps · ~18 min — Compute the next run times for a cron expression, estimate the LLM token cost per run, then count…
Subnet a network and check uptime budget
3 steps · ~18 min — Carve a subnet from a CIDR block, check the uptime/downtime budget for an SLA, then estimate the…
Validate and hash an API payload
3 steps · ~18 min — Hash a payload for integrity, sign it with HMAC, then checksum the final wire format before sending.

Personal Finance (7)

Audit investment fees over a holding period
3 steps · ~18 min — Quantify how much a fund's expense ratio costs over decades, compare it to fee-free compound…
Build a FIRE plan
3 steps · ~18 min — Calculate the FIRE number, check it against a standard retirement projection, then lay out the…
Check life insurance need against net worth
3 steps · ~18 min — Estimate the life-insurance coverage a household needs, check it against current net worth, then…
Decide rent vs. buy and check the tax effect
3 steps · ~18 min — Compare total cost of renting vs. buying, check the tax-bracket effect of mortgage interest, then…
Plan college savings for a newborn
3 steps · ~18 min — Project the target college-savings balance, model its compound growth, then back into the monthly…
Size an annuity payout against retirement need
3 steps · ~18 min — Work out an annuity's present and future value, then check it against a standard…
Size an emergency fund and track net worth
3 steps · ~18 min — Lay out a budget, size the emergency-fund savings goal it implies, then check the fund against…

Trades Estimating (7)

Aggregate a full job takeoff
4 steps · ~30 min — Run concrete, framing, and paint quantities in one pass, then roll them all into a single…
Build a paver patio bid
3 steps · ~18 min — Size the paver count and base material for a patio, factor in labor burden, then turn it into a…
Estimate a concrete pour with a change order
4 steps · ~30 min — Size a concrete pour and its rebar grid, price a mid-job change order, then roll everything into…
Frame a wall and order the lumber
4 steps · ~30 min — Size stud spacing for a wall run, check the floor-joist span it sits on, get the board-feet total,…
Insulate and budget an attic retrofit
3 steps · ~18 min — Calculate the insulation needed for an attic retrofit, apply a markup, then price any change order…
Quote and invoice a paint job
3 steps · ~18 min — Calculate paint coverage, apply a contractor markup, then generate the client-ready invoice.
Size asphalt and draw a payment schedule
3 steps · ~18 min — Calculate an asphalt paving job's material needs, build the progress-draw schedule, then aggregate…

Agent Identity Ops (6)

Call an external API through the vault
3 steps · ~18 min — Store an API credential in the vault, call an external endpoint using it, then delete the…
Discover and call the right tool at runtime
3 steps · ~18 min — Search the live tool catalog by keyword, pull the exact input schema for the match, then confirm…
Give an agent a secure credential vault
3 steps · ~18 min — Store a named credential under the agent's handle, list what's in the vault, then retrieve it on…
Hand off a task between two agents
3 steps · ~18 min — Package an in-progress task for another agent, have it resolve the current focus, then record the…
Publish and roll back an agent version
3 steps · ~18 min — Publish a new agent version, list the version history, then roll back to a prior version if the…
Register an agent and set its persona
3 steps · ~18 min — Claim a handle for a new agent, attach a persona to it, then pull its resume to confirm what's…

Browser Research (6)

Deep research with citations
3 steps · ~18 min — Run a multi-page research query, read back a key cited source in full, then store the sourced…
Fill and submit a web form autonomously
4 steps · ~30 min — Open a form page, fill its fields, submit it, then capture a screenshot as proof of submission.
Monitor a changelog page for updates
4 steps · ~30 min — Open a vendor's changelog page, read its current content, then store it as a memory to diff…
Research a market and post the brief
4 steps · ~30 min — Search the open web, open a page and extract its data, then save the finished brief as a durable…
Scrape a competitor's pricing page
4 steps · ~30 min — Open a real browser session, navigate to the pricing page, pull structured pricing data, then…
Solve a challenge and log in to a site
3 steps · ~18 min — Open a login page, clear any bot-challenge, then fill the credentials straight out of the vault…

Memory Ops (6)

Build an agent that remembers across restarts
3 steps · ~18 min — Give an agent durable memory that survives a process restart, then recall and search it in a later…
Audit and prune stale memories
3 steps · ~18 min — List everything stored under a namespace, check the aggregate stats, then forget what's no longer…
Build a searchable knowledge base from a corpus
3 steps · ~18 min — Ingest a document corpus, query it with natural-language questions, then save the best answers as…
Monitor a stock and get inbox alerts
3 steps · ~18 min — Create a recurring watch on a quote endpoint, confirm it's active, then read the alert back from…
Share memory between two agents
3 steps · ~18 min — Store a memory under one agent's namespace, share it with a second agent, then have that agent…
Track what changed in memory over time
3 steps · ~18 min — Read the change log for a memory namespace, check current stats, then summarize what's accumulated.

Finance Analysis (5)

Compare loan offers side by side
3 steps · ~18 min — Run the same offer through a generic amortizing-loan calc, pull the full schedule, then normalize…
Depreciate a business asset and check the tax bracket
3 steps · ~18 min — Build a depreciation schedule for a purchased asset, then see how the resulting deduction…
Model compound growth of a lump sum
3 steps · ~18 min — Project a lump sum forward with compound interest, sanity-check it against the Rule of 72, then…
Price a mortgage and check affordability
3 steps · ~18 min — Get the real monthly payment, normalize the quoted APR into a true effective rate, and see how the…
Read an income statement and check ratios
3 steps · ~18 min — Turn revenue and expense lines into a formatted P&L, derive the standard financial ratios, then…

Lead To Invoice (5)

Catch a fraudulent invoice before paying it
4 steps · ~30 min — Pull structured data out of an incoming invoice, flag anomalies, match it to open purchase orders,…
Price a freelance contract
3 steps · ~18 min — Back into an hourly rate that covers overhead, generate the invoice, then check the sales tax due…
Reconcile a batch of vendor invoices
3 steps · ~18 min — Extract structured data from a batch of vendor invoices, match them to purchase orders, then run a…
Score and follow up on inbound leads
3 steps · ~18 min — Capture a new inbound lead, score it for priority, then check it against the rest of the pipeline.
Turn a scored lead into a booked job
4 steps · ~30 min — Capture and score an inbound lead, book the resulting appointment, then generate the invoice once…

Media Generation (5)

Build an agent ID portrait and persona
3 steps · ~18 min — Generate an identity portrait for an agent, attach a persona to its handle, then confirm the…
Generate a product image and post it
2 steps · ~10 min — Generate a product image from a prompt, then post it straight to a social channel.
Generate a short video and cross-post it
3 steps · ~18 min — Generate a short video from a prompt, then cross-post it to Discord and Bluesky.
Produce an avatar video with voiceover
3 steps · ~18 min — Synthesize a voiceover track, drive an avatar video with it, then post the finished clip to Discord.
Turn a voice memo into a posted update
3 steps · ~18 min — Transcribe a voice memo, check its text stats for length, then post the cleaned-up update to…

Fitness Coaching (4)

Check pet and owner calorie needs together
3 steps · ~18 min — Calculate the owner's daily calorie needs, the pet's daily calorie needs, then estimate calories…
Hit a daily calorie and fitness goal
3 steps · ~18 min — Set a calorie target from TDEE, check body-fat percentage as a baseline, then estimate calories…
Plan a strength-training cycle
3 steps · ~18 min — Estimate a one-rep max, set training-zone targets, then check calories burned for the resulting…
Size a weight-loss plan from BMI to TDEE
3 steps · ~18 min — Check current BMI, compare it against ideal body weight, then set the calorie target that gets…

Garden Planning (3)

Plan a vegetable garden from frost dates
3 steps · ~18 min — Build a planting calendar off the last frost date, mulch the bed for moisture retention, then seed…
Reseed a lawn and calculate ground cover
3 steps · ~18 min — Calculate grass seed needed for a lawn area, mulch any bare patches, then work out the fertilizer…
Size soil and fertilizer for a raised bed
3 steps · ~18 min — Calculate the soil volume needed for a raised bed, work out the fertilizer needed to hit a target…

Human Work (3)

Book an appointment and track an errand
3 steps · ~18 min — Book an appointment, submit the related errand for someone else to run, then check its status.
Dispatch a task to a human and confirm delivery
3 steps · ~18 min — Post a task for a human worker, check the open task queue, then confirm delivery once it's complete.
Escalate a browser task to a human
3 steps · ~18 min — Attempt a task with a headless browser, escalate to a human when it gets stuck, then confirm…

Startup Fundraising (3)

Benchmark CAC/LTV before raising
3 steps · ~18 min — Check unit economics, confirm the MRR trend behind them, then model how a new round dilutes…
Build an investor update with real numbers
4 steps · ~30 min — Pull MRR movement, runway, and CAC/LTV into one update, then close with the ratios an investor…
Calculate startup runway and burn
3 steps · ~18 min — Convert cash on hand and burn into a runway estimate, check the MRR movement driving it, then find…

Statistics (3)

Bayes-update a hypothesis from new evidence
3 steps · ~18 min — Update a prior belief with Bayes' theorem given new evidence, check the result under a normal…
Fit a regression and check expected value
3 steps · ~18 min — Fit a trend line to a metric over time, compute the expected value of an outcome, then check its…
Run an A/B test on a landing page
3 steps · ~18 min — Check whether a conversion-rate difference between two variants is statistically real, then bound…

Valuation Ma (3)

Discount cash flows and check IRR
3 steps · ~18 min — Discount a projected cash-flow stream to NPV, cross-check the internal rate of return, then…
Model a SAFE note and founder dilution
3 steps · ~18 min — Work out how a SAFE converts to shares, calculate the resulting founder dilution, then check the…
Run an M&A accretion/dilution model
3 steps · ~18 min — Value the target with an enterprise-value multiple, run the deal through an accretion/dilution…

Markets Research (2)

Pull a market snapshot and check options
3 steps · ~18 min — Get a live quote, pull recent price bars for context, then check the options chain for the same…
Read market news and check a quote
3 steps · ~18 min — Pull recent news for a symbol, check its current quote, then take a broader market snapshot for…

Messaging (2)

Archive and triage an agent inbox
3 steps · ~18 min — Check an agent's inbox, mark handled messages read, then archive what's no longer actionable.
Send a message and confirm it was read
3 steps · ~18 min — Send a message to another agent, read it back from the recipient side, then mark it handled.

Games (1)

Run an arena match and review results
2 steps · ~10 min — Call an arena match between agents, then pull the games list to review the outcome.

Install

One command wires up every tool below for Claude Code:

claude mcp add --transport http wingman https://wingmanprotocol.com/mcp

Claude Desktop, Cursor and Continue configs are on /install. A free key (500 calls/month, no card) is on /pricing; beyond that it is x402 pay-per-call in USDC on Base.