Write whole barbell programmes, not just workouts: weeks, progressions, ramps, and plate maths.
Tectonic is a barbell strength-training tracker. An account logs workouts; a workout holds sets of an exercise at a weight and a rep count, in the order they are lifted. All weights are integer pounds.
What makes it more than a list is that a session is written before it is lifted. A program expands into ordinary set rows — warmup ramp included, every weight rounded to something a bar can actually be loaded to — so lifting is tapping through a list that already knows what comes next, and each row keeps the prescription beside what was actually done. An MCP endpoint exposes the same data to an LLM as a connector, which is the second half of this file.
The stack is Roda and Sequel on Postgres, with Rodauth for accounts and rodauth-oauth
for the OAuth 2.1 authorization server the MCP endpoint authenticates against. Views are
ERB with Tailwind from a CDN, and htmx for the parts of the session screen that have to
change without a page load. It deploys to Render.
/workouts/:id/session) — the gym-floor screen, as distinct from
/workouts/:id, which is the record of one. A progress bar across the top, sets grouped
by lift with warmups dimmed, the per-side plate breakdown under each weight ("per side
1×25 1×10"), and a Done button per set that toggles, so a mis-tap is undone by tapping
again. A set lifted differently is entered inline and the row turns amber rather than
lime, because done-as-written and done-differently have to read differently. The whole
session gets an RPE rating, with a bar-speed guide for choosing one./mcp.You need Ruby at the version in .ruby-version (the Gemfile reads the same file, so the
two cannot drift), a local Postgres, and — only for the browser specs — Firefox with
geckodriver.
bundle install
npm install # only for the stylesheet; see below
dotenv loads .env when the app is required, and .env-example is a file to copy:
cp .env-example .env gives a working development setup, pointed at the
tectonic_development database rake db:create makes below. The keys that are secrets in
a deployment are commented out there rather than left blank, each with the command that
generates it, because a blank is worse than an absence here — dotenv sets the name to the
empty string, every fallback in this project tests for nil, and an empty DATABASE_URL
reaches Sequel.connect and raises rather than falling back to a default.
| Variable | Required | Notes |
|---|---|---|
DATABASE_URL | yes | app.rb connects at require time, so nothing loads without it. .env.rb, which only the Rakefile reads, defaults it from RACK_ENV to postgres:///tectonic_development or postgres:///tectonic_test, but it defaults with ` |
SESSION_SECRET | yes | At least 64 bytes. Roda's sessions plugin refuses a shorter one, and app.rb builds the app at require time, so a short or missing secret raises before a single route is reached. .env-example carries one that is long enough and says in its own text that it is for development; generate a real one with ruby -rsecurerandom -e 'puts SecureRandom.hex(64)' for anything deployed. |
RACK_ENV | no | development unless set, and development is the only value that turns Sequel's query log on; production and staging initialise Sentry and require real OAuth keys. |
DB_LOG | no | Attaches Sequel's query log to stdout whatever RACK_ENV says — set it to anything non-empty to trace queries against a deployment, and unset it again afterwards. Sequel logs statements with their bound values, so those lines carry email addresses and everybody's weights and reps, which is why nothing but development logs by default. |
SENTRY_DSN | no | The Sentry project DSN, read only when RACK_ENV is production or staging. Without it — unset or empty — the app boots and serves with error reporting switched off and says so once on stderr: losing error reporting is not a reason to refuse to start, which is why this behaves unlike OAUTH_JWT_PRIVATE_KEY. |
RACK_TIMEOUT_SERVICE_TIMEOUT | no | Seconds a request may hold a thread before rack-timeout raises inside it, 20 unless set, 0 to switch it off — which is what you want locally the moment you stop in a debugger. Read only by config.ru, so the suite never sees it. It covers both legs of the URLMap, MCP included; the MCP endpoint's long-lived subscriptions/listen streams are unaffected either way, because rack-timeout times app.call and a streaming body is written after that has returned. |
RAILS_MAX_THREADS | no | 5 unless set, and read twice: config/puma.rb gives Puma that many threads and lib/tectonic/db.rb gives Sequel that many connections. One variable because the pool used to be Sequel's default of four against Puma's five threads, and a fifth request thread waiting on a connection is a Sequel::PoolTimeout on a request that had nothing wrong with it. The name is the host's convention rather than a claim about Rails. |
WEB_CONCURRENCY | no | Puma workers, 0 unless set — one process, which is what rackup was already running, and as much as half a CPU has to offer. Above zero Puma forks, so the app is preloaded and each worker disconnects Sequel on boot rather than sharing the parent's connections. Every worker multiplies the connection count by RAILS_MAX_THREADS. It is also what switches worker_timeout on: Puma enforces that in cluster mode alone, so at the default of zero nothing reaps a request still running after the response was handed back, and RACK_TIMEOUT_SERVICE_TIMEOUT is the only timeout in play. |
The MCP and OAuth variables are all optional in development and are documented in the table further down.
bundle exec rake db:create # createuser tectonic, then the development and test databases
bundle exec rake db:migrate # applies migrate/001_schema.rb against DATABASE_URL
bundle exec rake library:exercises # loads the 54 built-in movements, idempotent on name
db:create shells out to createuser -U postgres and createdb -U postgres -O tectonic,
so it assumes a superuser role named postgres and gives the databases to a tectonic
role. If your Postgres has neither, createdb tectonic_development by hand and go
straight to db:migrate, which only needs DATABASE_URL to point somewhere it can
connect.
The schema is one squashed baseline. db:migrate stamps a database that already carries
the tables rather than trying to rebuild or roll it back, so an existing database from
before the squash adopts the baseline instead of breaking on it.
bundle exec rackup config.ru # http://localhost:9292
config.ru mounts two apps side by side under Rack::URLMap: the MCP endpoint at /mcp,
which has its own bearer-token auth and never touches Roda's sessions or CSRF, and the
Roda app at everything else. / redirects to /welcome until you are logged in, so start
by signing up at /create-account.
npm run build:css # assets/css/app.css -> assets/css/styles.css
assets/css/styles.css is compiled from assets/css/app.css and committed, so nothing
but a stylesheet edit needs Node at all — bundle install and a database are enough to run
the app and the suite.
Rebuild it after adding a Tailwind class that was not already in use. CI rebuilds and fails on a difference, so a stale file is caught before it ships rather than after: a purged class breaks nothing anywhere except on the page it was meant to style, in production, silently.
tailwind.config.js scans app.rb and lib/**/*.rb as well as the templates, because
button_style, rpe_style, row_style and the calendar's STYLES table build class names
in Ruby and appear in no template.
It used to be <script src="https://cdn.tailwindcss.com"> — the Play CDN, which compiles in
the browser. That meant no CSS at all with JavaScript off, and a third party on every page
including the consent screen.
bundle exec rake test # the whole suite
bundle exec ruby -Ispec spec/set_scheme_spec.rb # one file
Neither variable has to be passed in. spec_helper sets RACK_ENV and then names the
database itself — TEST_DATABASE_URL when a run wants one of its own, and
postgres:///tectonic_test otherwise — whatever the shell, a .env or the Rakefile had
already chosen. That matters more than it looks: spec_helper empties every table after
every test, so a suite pointed at your development database would not seed it, it would
clear it. The built-in exercise library is the one thing kept, because a deployed database
holds it before anybody signs up. rake 'db:reset[name]' still rebuilds a database whose
schema has gone wrong, but a run no longer leaves rows behind for it to clear away.
Two prerequisites, neither obvious from the failure you get without them:
app.rb connects at require time, so even the pure unit specs
need a live database as soon as spec_helper loads the app.spec/exercises_spec.rb, route_ownership_spec.rb,
session_spec.rb, system_spec.rb and workouts_spec.rb drive a browser through
Capybara and selenium, on a Puma server bound to port 9292. MOZ_HEADLESS=1 keeps
windows from opening; CI sets it for the same reason.The linters, both of which CI runs:
bundle exec rubocop
bundle exec erb_lint views/*/* views/*
A program is a plan; workouts and sets are what it produces. Four tables hold the plan —
programs, program_weeks, program_days, program_lifts — and generating a week turns
them into ordinary workouts and sets rows with is_completed false. A planned session is not a
separate kind of record: lifting a set as written only flips is_completed, while lifting
it differently changes weight or reps and leaves planned_weight and planned_reps
behind as the record of what was asked for.
programs — the block: a name, a start_date, and two preferences the maths below
reads: preferred_reps (the rep count main work should be expressed at) and
is_ascending (whether working sets climb to the top weight or sit flat).program_weeks — a numbered week of the block, and is_deload. Dates are derived
rather than stored: a week opens seven days after the one before it, counted from the
block's start.program_days — a weekday, in Ruby's numbering where 1 is Monday, and a focus such
as "Squat". A day is a weekday rather than a date, so the week it belongs to decides
when it actually falls.program_lifts — an exercise at a position within the day, with sets, reps,
is_barbell (whether it warms up off a bar and shows plate maths), is_main (whether
the rep-count preference applies to it) and a progression rule with the load it reads:
top_weight for fixed and linear, percent_of_max for percent. Position is the
order it was written, which is the order it is generated and the order it appears in the
session.Tectonic::ProgramSeed (lib/tectonic/program_seed.rb) is a program written as a frozen
Ruby hash, until there is a UI for editing one. It creates the program, its weeks, days
and lifts, reusing any movement the account can already see — its own or a library one —
and creating only a name nothing answers to. It is idempotent on account, name and block,
so reseeding returns the existing program untouched.
Tectonic::ProgramGenerator (lib/tectonic/program_generator.rb) expands one week of a
program into workouts. It is idempotent on account, program day and date, so regenerating
a week never duplicates sets and never overwrites what was actually lifted.
The maths it generates through is the interesting part of the app, and each piece is specced on its own:
SetScheme (set_scheme.rb) — how many working sets, at what load, for how many
reps. It converts the prescription to the program's preferred rep count through the
RPE-8 percentage chart, so 4×5 at 155 becomes 4×3 at 165: fewer reps is more weight for
the same effort. Conversion only ever goes down, only between rep counts the chart
covers, and only for a lift marked is_main, so an accessory prescribed at 8 keeps its
8. Earlier sets then sit 3% below the top per step when the program ascends.Warmup (warmup.rb) — the ramp from the empty 45 lb bar to just under the working
weight, in tiers, because a lighter lift needs less of a ramp to get there and reps
descend as the weight climbs. Barbell work only: bodyweight, banded and machine lifts
ramp differently, if at all. Where rounding would put two ramp steps on the same weight,
the repeat is dropped — lifting the same bar twice is not a ramp.Plates (plates.rb) — the per-side breakdown for a loaded bar, searched depth
first with the heaviest plate first, so the first exact match is also the one using the
fewest plates. It backtracks rather than giving up, so an awkward rack still loads
weights a purely greedy walk would call impossible, and returns nil for a weight the
rack genuinely cannot make, which the session view renders as nothing at all.Progression (progression.rb) — what the next prescription of a lift should be,
read off the last one and what was actually done against it. A linear lift that was
lifted as written gains five pounds; one whose working sets went uncompleted, or came in
under the prescription, loses ten; one nobody trained at all repeats. The step down is
twice the step up because adding is a guess that costs a session when it is wrong, while
subtracting is a response to evidence, and coming back at the weight that just failed
wastes the week. A session nobody trained moves nothing in either direction: a missed
week is an absence of evidence, and treating it as failure would compound a fortnight
away into a load far under what the lifter can do. A is_deload week takes a tenth off
whatever the rule arrived at, and is not itself progressed from, so a block resumes its
climb rather than ratcheting down each time it recovers.Rounding (rounding.rb) — every calculated weight lands on a multiple of 5 before
it is written, because 2.5s on each side is the smallest change you can actually load.Today the engine is reachable only from two rake tasks:
bundle exec rake program:seed # ACCOUNT_ID=1, or the only account
bundle exec rake 'program:generate[1]' PROGRAM_ID=1 # week 1; the current week by default
Which, from the seeded block 0, writes a Monday whose first lift reads: 45×5, 95×5, 115×3 and 135×2 as the warmup ramp, then 150, 155, 160 and 165 for 3 — the 4×5 at 155 the program asked for, converted and ascended.
Block 0 is four weeks, the last of them a deload, and only week one is written at a load. Lift week one as prescribed and week two generates at 170 for 3, week three at 175; fall short in week three and the deload comes out at 150 rather than 160. Generate each week when you reach it: the load is computed when the week is written and then left alone, so regenerating never rewrites a session you have already trained.
render.yaml is the checked-in Render blueprint: bundle install to build, bundle exec rake db:migrate && bundle exec rake library:exercises as the pre-deploy command, and
bundle exec puma -C config/puma.rb to start. Secrets are marked sync: false so the
values already set in the dashboard are left alone — regenerating SESSION_SECRET would
log everyone out, and regenerating OAUTH_JWT_PRIVATE_KEY would stop every issued access
token from verifying.
config/puma.rb holds the thread count, the worker count and the hook forked workers need,
and binds $PORT itself, which is why the start command carries no -p. Puma finds that
file by name rather than by flag, so a local bundle exec rackup config.ru picks up the
same thread count and keeps its own port. The one thing production does differently is
that WEB_CONCURRENCY can be turned above zero there, and then the app is preloaded and
each worker drops the Postgres connections it inherited.
Tectonic exposes a Model Context Protocol endpoint so an LLM client can act on an account's data through audited, per-account tools. The framework around them — transport, auth, scoping, auditing, guardrails — makes adding a tool cheap; see "Adding a tool".
| What it is for | Tools |
|---|---|
| Logging training | create_exercise, create_workout, update_workout, create_set, complete_set, update_set, delete_set, rate_workout |
| Reading it back | list_exercises, list_workouts, get_workout, exercise_history |
| Aiming at something | set_goal, block_progress |
| Writing a plan | list_programs, get_program, create_program, add_program_week, add_program_day, update_program_day, add_program_lift, update_program_lift, delete_program_lift, generate_program_week |
| The connector contract | search, fetch (handles are exercise:, workout:, program:) |
| Who am I | whoami |
The program tools are the ones that make "plan my training" possible rather than "log
what I did". create_program writes a whole block — weeks, days, lifts — in one call,
because a block composed one lift at a time is dozens of round trips that can fail
half-written. Everything after that is per-object, because revising a plan is: change
this lift, move that day, add a week like the last one. generate_program_week turns a
written week into real sessions with their warmup ramps, and is idempotent on the
program day, so running it twice changes nothing.
The endpoint is a plain Rack app mounted at /mcp in config.ru, entirely outside
Roda's sessions, CSRF, and assets. It uses the mcp gem (pinned to 1.2.0) and is
constructed stateless (stateless: true): each POST is self-contained, no session
or SSE state is held in memory, so there is no single-process constraint — it scales
horizontally like any other request.
Access is by OAuth 2.1, served by Rodauth (rodauth-oauth) in the same app. An LLM
client (Claude, ChatGPT, …) connects to the MCP URL, registers itself via Dynamic
Client Registration, and the user authorizes it on the consent page. Access tokens are
short-lived RS256 JWTs the MCP endpoint verifies locally — signature, expiry, and
audience (RFC 8707) — with no database lookup. There is nothing to mint or paste.
Discovery lives at the root, per the MCP authorization spec:
/.well-known/oauth-protected-resource — RFC 9728; names this resource and its
authorization server./.well-known/oauth-authorization-server — RFC 8414; the authorize/token/register
endpoints, scopes, and S256 PKCE.For a headless caller (a script or CLI), register a confidential client and use the client-credentials grant:
# registers a client bound to an account; prints client_id + client_secret once
bundle exec rake 'oauth:client:register[My Script]' ACCOUNT_ID=1
# then exchange them at POST /token (grant_type=client_credentials) for a JWT
https://<host>/mcp (locally http://localhost:9292/mcp).Authorization: Bearer <jwt>. Missing, malformed, expired,
wrong-audience, or badly signed tokens are rejected with 401 — carrying a
WWW-Authenticate challenge that points at the protected-resource metadata — before
the request reaches the transport.MCP_ALLOWED_HOSTS (and browser origins in MCP_ALLOWED_ORIGINS).Configuration (all read from the environment):
| Variable | Default | Meaning |
|---|---|---|
MCP_ENDPOINT_PATH | /mcp | Mount path. |
MCP_WRITES_ENABLED | on | Global kill switch; a falsey value makes every write tool refuse while reads keep working. |
MCP_ALLOWED_HOSTS | — | Extra Host values (comma/space separated) beyond loopback. |
MCP_ALLOWED_ORIGINS | — | Extra browser Origin values. |
MCP_AUDIT_READS | off | Also audit read tools (writes are always audited). |
MCP_SCOPES | read write | Scopes the server recognizes. |
MCP_PUBLIC_BASE_URL | — | Public https origin, for the token audience and discovery URLs. Required in production. |
OAUTH_JWT_PRIVATE_KEY | — | RSA private key (PEM) signing access tokens; the public half is derived. Required in production; an ephemeral pair is generated otherwise. |
OAUTH_REDIRECT_URI_ALLOWLIST | Claude, ChatGPT, loopback | The callbacks a client may register (comma/space separated), replacing the defaults rather than adding to them. An entry ending in / matches any path under it; a loopback entry matches any port. |
In a client that supports remote MCP servers (Claude, ChatGPT), add a custom connector:
https://<host>/mcp.search/fetch tools, which the server
exposes.Or point any MCP-capable client at the URL. A quick check with curl, using a JWT obtained from the OAuth flow (or the client-credentials grant above):
curl -sX POST https://<host>/mcp \
-H 'authorization: Bearer <jwt>' \
-H 'content-type: application/json' \
-H 'accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}}'
This is the point of the whole setup. Auth, per-account scoping, argument validation,
the write kill switch, refuse-and-explain errors, and audit logging all live in the base
class, so a new tool is: subclass, name it, declare a schema, declare a scope, write
perform, register it. whoami is the worked example
(lib/tectonic/mcp/tools/whoami.rb):
class Tectonic < Roda
module MCP
module Tools
class Whoami < Tool
tool_name 'whoami'
description 'Report the authenticated account id, email, and granted scopes.'
scope :read # :read or :write, enforced before perform
input_schema(type: 'object', properties: {}, additionalProperties: false)
def self.perform(context:, **) # context is the resolved account
ok(
"You are account #{context.account_id} (#{context.email}). " \
"Granted scopes: #{context.scopes.join(', ')}.",
structured: { account_id: context.account_id, email: context.email, scopes: context.scopes }
)
end
end
end
end
end
Then register it in lib/tectonic/mcp/server.rb:
TOOLS = [Tools::Whoami, Tools::YourNewTool].freeze
What you get for free:
context is account-scoped. It exposes only that account's datasets —
context.workouts, context.exercises, context.sets — each already filtered to the
authenticated account. There is no account_id setter and no accessor that returns an
unscoped model, so a cross-account query is unexpressible through the context. A tool
must never accept an account_id argument or reach for a global model constant.perform runs.input_schema and returns a readable error the model can correct from.refuse('...') (or raise Tool::Refusal) with a
message written for a model to read and act on — never a stack trace. Domain rules
(weight sanity bounds, refusing to touch completed work, date idempotency) belong in
the tool body via this path.mcp_audit_log row on success and failure. Reads
are audited only if the tool declares audit_reads.MCP_WRITES_ENABLED is
off.Return results with ok(text, structured: {...}) for success or refuse(message) for a
handled failure. A write tool declares scope :write; reads declare scope :read.
This listing does not have a supported local package template. Use the maintainer’s documentation for its hosted endpoint, authentication, and client-specific setup. No install command has been inferred.