TuneWorks
REMOTE · TUNEWORKS.AI
Motorsports workspace for vehicles, setups, sessions, logs, maintenance, and race engineering.
Available components
Last scanned (21 hours ago)
Scores higher than 46% of remote servers
Reachable. Last reached 22 Oct 2026.
Category IoT and Hardware
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 Security63
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation check failed: no authorisation is required to call this server, and it exposes a tool marked destructive (update_vehicle). See how to fix → View diagnostics → Fail
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability59
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 7810 tokens (~78/item across 100 items; 100 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management13
- Stability observed for 4 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage79
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 28% of tool parameters carry a description.Partial
- Structured output schemas are declared (100% 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 14 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.Pass
- An AI judge read all 101 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
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.
- 20 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 19 Oct 26 +1
- Stability: unverified → 0.03 ▲ functional
- New tool “get_ai_log_tuner_transcript” functional
- New tool “get_ai_race_engineer_transcript” functional
- New tool “list_ai_log_tuner_transcripts” functional
- New tool “list_ai_race_engineer_transcripts” functional
- 18 Oct 26 60
First indexed and scored.
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 22 Oct 2026 · Probed https://tuneworks.ai/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=*.tuneworks.ai | CN=YR2,O=Let's Encrypt,C=US | 9 Oct 2026 | 7 Jan 2027 | RSA 2048 | SHA256-RSA | 56566c6c83e2473660c5fe0c3ee6269e792 |
| SANs: *.tuneworks.ai, tuneworks.ai | ||||||
| CN=YR2,O=Let's Encrypt,C=US (CA) | CN=Root YR,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | RSA 2048 | SHA256-RSA | 4ebd24947e24d394802d84a52fd5b319 |
| 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 tuneworks.ai. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| ai. | present | 3799 | 8 | Verified |
| tuneworks.ai. | 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://tuneworks.ai/mcp | Verified | 200 | |
| http (plaintext) | http://tuneworks.ai/mcp | HTTPS enforced | 308 | https://tuneworks.ai/mcp |
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 →
add_shop_list_category Add shop list category ~52
Atomically add one category to an existing editable shop list without replacing its existing categories or items.
| Name | Type | Req | Description |
|---|---|---|---|
| listId | string | yes | – |
| name | string | yes | – |
| sortOrder | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
No examples provided.
add_shop_list_item Add shop list item ~86
Atomically add one item to an existing editable shop list without replacing existing items. If its category does not exist yet, TuneWorks creates it.
| Name | Type | Req | Description |
|---|---|---|---|
| label | string | yes | – |
| listId | string | yes | – |
| quantity | integer | – | – |
| section | string | – | Optional category name. |
| sortOrder | integer | – | – |
| status | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
No examples provided.
analyze_tire_temperatures Analyze tire temperatures ~105
Interprets inside, middle, and outside tire temperature readings without authentication or access to TuneWorks account data.
| Name | Type | Req | Description |
|---|---|---|---|
| frontCamberSpread | number | – | – |
| readings | object | yes | Tire readings keyed by lf/rf/lr/rr, each with inside, middle, and outside numbers. |
| rearCamberSpread | number | – | – |
| targetTemp | number | – | – |
| tempWindow | number | – | – |
| unit | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| acquisitionScope | string | – | – |
| authenticationRequired | boolean | – | – |
| balance | string | – | – |
| frontAverage | number | – | – |
| nextTest | string | – | – |
| rearAverage | number | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tires | array | – | – |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unit | string | – | – |
| url | string | – | – |
No examples provided.
archive_maintenance Archive maintenance item ~50
Archive a connected user maintenance item. Requires explicit user confirmation and never hard-deletes data.
| Name | Type | Req | Description |
|---|---|---|---|
| confirmed | boolean | yes | – |
| trackerId | string | yes | – |
| vehicleId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| count | number | – | – |
| lists | array | – | – |
| maintenance | array | – | – |
| sessions | array | – | – |
| setups | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
| vehicles | array | – | – |
No examples provided.
archive_session Archive session ~41
Archive a connected user driving session. Requires explicit user confirmation and never hard-deletes data.
| Name | Type | Req | Description |
|---|---|---|---|
| confirmed | boolean | yes | – |
| sessionId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| count | number | – | – |
| lists | array | – | – |
| maintenance | array | – | – |
| sessions | array | – | – |
| setups | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
| vehicles | array | – | – |
No examples provided.
archive_setup Archive setup ~44
Archive all active revisions of a connected user setup. Requires explicit user confirmation and never hard-deletes data.
| Name | Type | Req | Description |
|---|---|---|---|
| confirmed | boolean | yes | – |
| setupId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| count | number | – | – |
| lists | array | – | – |
| maintenance | array | – | – |
| sessions | array | – | – |
| setups | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
| vehicles | array | – | – |
No examples provided.
archive_shop_list Archive shop list ~55
Archive a connected user shop list so it no longer appears in active lists. Requires explicit user confirmation.
| Name | Type | Req | Description |
|---|---|---|---|
| confirmed | boolean | yes | True indicates that the user explicitly confirmed archiving this list. |
| listId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| actionType | string | – | – |
| list | object | – | – |
| listId | string | – | – |
| message | string | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
No examples provided.
archive_vehicle Archive vehicle ~46
Archive a connected user vehicle using TuneWorks soft-delete behavior. Requires explicit user confirmation and never hard-deletes data.
| Name | Type | Req | Description |
|---|---|---|---|
| confirmed | boolean | yes | – |
| vehicleId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| count | number | – | – |
| lists | array | – | – |
| maintenance | array | – | – |
| sessions | array | – | – |
| setups | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
| vehicles | array | – | – |
No examples provided.
archive_vehicle_modification Archive vehicle modification ~48
Mark a modification canceled so it remains in vehicle history. Requires explicit confirmation.
| Name | Type | Req | Description |
|---|---|---|---|
| confirmed | boolean | yes | – |
| modificationId | string | yes | – |
| vehicleId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| count | number | – | – |
| lists | array | – | – |
| maintenance | array | – | – |
| sessions | array | – | – |
| setups | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
| vehicles | array | – | – |
No examples provided.
calculate_brake_bias Brake Bias Calculator ~185
Estimate front brake bias from piston area, rotor size, and pad friction. Calculates from measured inputs without authentication and does not read or save account data. This estimates mechanical bias. Tire grip, weight transfer, ABS, and balance bars still matter.
| Name | Type | Req | Description |
|---|---|---|---|
| frontMu | number | yes | Front pad friction |
| frontPiston | number | yes | Front total piston area (in2 in imperial; cm2 in metric) |
| frontRotor | number | yes | Front effective radius (in in imperial; mm in metric) |
| rearMu | number | yes | Rear pad friction |
| rearPiston | number | yes | Rear total piston area (in2 in imperial; cm2 in metric) |
| rearRotor | number | yes | Rear effective radius (in in imperial; mm in metric) |
| unitSystem | string | yes | Units for all inputs and results, as specified on each field. |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
calculate_corner_balance Corner Balance Calculator ~152
Calculate cross weight, left/right balance, and front/rear split from four scale pads. Calculates from measured inputs without authentication and does not read or save account data. Measure the car in the same state you drive it: driver, fuel, ballast, and tire pressures matter.
| Name | Type | Req | Description |
|---|---|---|---|
| lf | number | yes | Left front (lb in imperial; kg in metric) |
| lr | number | yes | Left rear (lb in imperial; kg in metric) |
| rf | number | yes | Right front (lb in imperial; kg in metric) |
| rr | number | yes | Right rear (lb in imperial; kg in metric) |
| unitSystem | string | yes | Units for all inputs and results, as specified on each field. |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
calculate_ethanol_blend E85 Ethanol Blend Calculator ~219
Calculates an ethanol blend for a fresh tank, existing fuel, correction, or ratio without authentication or account-data access. Percentages are 0–100 and all volumes use the selected unit. Source ethanol contents are measured values. Fresh mode requires finalVolume; existing mode requires finalVolume, currentVolume, and currentEthanol; correction mode requires tankCapacity, currentVolume, and currentEthanol; ratio mode requires no volumes.
| Name | Type | Req | Description |
|---|---|---|---|
| currentEthanol | number | – | Ethanol percentage (0–100). |
| currentVolume | number | – | Volume in volumeUnit. |
| finalVolume | number | – | Volume in volumeUnit. |
| highFuelEthanol | number | yes | Ethanol percentage (0–100). |
| mode | string | yes | – |
| pumpGasEthanol | number | yes | Ethanol percentage (0–100). |
| tankCapacity | number | – | Volume in volumeUnit. |
| targetEthanol | number | yes | Ethanol percentage (0–100). |
| volumeUnit | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
calculate_fuel_injector_size Fuel Injector Duty Cycle Calculator ~114
Estimate injector size from horsepower, fuel type, injector count, and duty cycle. Calculates from measured inputs without authentication and does not read or save account data. This is a sizing estimate. Confirm with your tuner and fuel pressure data.
| Name | Type | Req | Description |
|---|---|---|---|
| current | number | yes | Current injector size (cc/min) |
| duty | number | yes | Target duty cycle (%) |
| fuel | string | yes | Fuel type |
| hp | number | yes | Horsepower target (hp) |
| injectors | integer | yes | Injector count |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
calculate_gear_ratio_speed Gear Ratio Speed Calculator ~171
Check speed, RPM, and shift drop from tire size, final drive, and gear ratio. Calculates from measured inputs without authentication and does not read or save account data. Use measured tire diameter when possible. Tire growth and converter/clutch slip can move real-world numbers.
| Name | Type | Req | Description |
|---|---|---|---|
| finalDrive | number | yes | Final drive |
| gear | number | yes | Gear ratio |
| mode | string | yes | Primary answer |
| nextGear | number | yes | Next gear ratio |
| rpm | number | yes | Engine RPM (rpm) |
| speed | number | yes | Vehicle speed (mph in imperial; km/h in metric) |
| tireDiameter | number | yes | Tire diameter (in in imperial; mm in metric) |
| unitSystem | string | yes | Units for all inputs and results, as specified on each field. |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
calculate_lap_time_delta Lap Time Delta Calculator ~150
Compare two laps or sector sets and see the best theoretical lap. Calculates from measured inputs without authentication and does not read or save account data. Use sectors from timing, video, or data logs. Compare similar conditions before blaming setup.
| Name | Type | Req | Description |
|---|---|---|---|
| baselineS1 | number | yes | Baseline sector 1 (sec) |
| baselineS2 | number | yes | Baseline sector 2 (sec) |
| baselineS3 | number | yes | Baseline sector 3 (sec) |
| newS1 | number | yes | New sector 1 (sec) |
| newS2 | number | yes | New sector 2 (sec) |
| newS3 | number | yes | New sector 3 (sec) |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
calculate_race_fuel_and_weight Race Fuel and Minimum Weight Calculator ~300
Plan a race fuel load, reserve, start weight, and projected minimum-weight margin. Calculates from measured inputs without authentication and does not read or save account data. Assumes the entered per-lap consumption applies to race, formation, and allowance laps. Finish weight retains only the selected reserve. Confirm your series weighing rules and validate consumption with real data.
| Name | Type | Req | Description |
|---|---|---|---|
| ballast | number | yes | Ballast fitted (lb in US; kg in metric) |
| baseWeight | number | yes | Car + driver without fuel (lb in US; kg in metric) |
| consumption | number | yes | Fuel consumption per lap (gal in US; L in metric) |
| customDensity | number | – | Custom fuel density (lb/gal in US; kg/L in metric) |
| duration | number | – | Race duration (min) |
| extraLaps | number | yes | Extra-lap allowance (laps) |
| formationLaps | number | yes | Formation / warm-up laps (laps) |
| fuel | string | yes | Fuel type |
| lapTime | number | – | Expected lap time (sec) |
| minimumWeight | number | yes | Class minimum weight (lb in US; kg in metric) |
| raceLaps | number | – | Scheduled race laps (laps) |
| raceMode | string | yes | Race format |
| reserve | number | yes | Fuel reserve (%) |
| unitSystem | string | yes | Units for all inputs and results, as specified on each field. |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
calculate_spring_wheel_rate Spring Rate Wheel Rate Calculator ~144
Convert spring rate and motion ratio into wheel rate for setup comparisons. Calculates from measured inputs without authentication and does not read or save account data. Wheel rate compares spring changes. It does not account for bars, bump stops, tires, or aero load.
| Name | Type | Req | Description |
|---|---|---|---|
| cornerWeight | number | yes | Corner weight (lb in imperial; kg in metric) |
| motionRatio | number | yes | Motion ratio |
| springAngle | number | yes | Spring angle from vertical (deg) |
| springRate | number | yes | Spring rate (lb/in in imperial; N/mm in metric) |
| unitSystem | string | yes | Units for all inputs and results, as specified on each field. |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
calculate_tire_pressure_adjustment Tire Pressure Adjustment Calculator ~158
Turn cold, hot, and target hot pressures into the next cold pressure to try. Calculates from measured inputs without authentication and does not read or save account data. This gives a next-test pressure, not a universal ideal. Recheck after the next run.
| Name | Type | Req | Description |
|---|---|---|---|
| ambientChange | number | yes | Expected ambient temp change (F in imperial; C in metric) |
| cold | number | yes | Starting cold pressure (psi in imperial; bar in metric) |
| hot | number | yes | Measured hot pressure (psi in imperial; bar in metric) |
| target | number | yes | Target hot pressure (psi in imperial; bar in metric) |
| unitSystem | string | yes | Units for all inputs and results, as specified on each field. |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
check_race_alignment Race Alignment Checker ~157
Check camber and total toe against broad autocross and track baseline ranges. Calculates from measured inputs without authentication and does not read or save account data. This is a baseline checker, not a vehicle-specific prescription. Tire wear and driver feedback decide the next step.
| Name | Type | Req | Description |
|---|---|---|---|
| frontCamber | number | yes | Front camber (deg) |
| frontToe | number | yes | Front total toe (in in imperial; mm in metric) |
| rearCamber | number | yes | Rear camber (deg) |
| rearToe | number | yes | Rear total toe (in in imperial; mm in metric) |
| unitSystem | string | yes | Units for all inputs and results, as specified on each field. |
| use | string | yes | Use case |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
compare_tire_sizes Tire Size Comparison Calculator ~161
Compare tire diameter, circumference, ride height, and speedometer change. Calculates from measured inputs without authentication and does not read or save account data. Actual mounted diameter changes by tire model and pressure. Use manufacturer specs when available.
| Name | Type | Req | Description |
|---|---|---|---|
| newAspect | number | yes | New aspect ratio (%) |
| newWheel | number | yes | New wheel diameter (in in imperial; mm in metric) |
| newWidth | number | yes | New width (mm) |
| oldAspect | number | yes | Current aspect ratio (%) |
| oldWheel | number | yes | Current wheel diameter (in in imperial; mm in metric) |
| oldWidth | number | yes | Current width (mm) |
| unitSystem | string | yes | Units for all inputs and results, as specified on each field. |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
complete_maintenance Complete maintenance ~82
Record completed maintenance in vehicle history and advance its tracker.
| Name | Type | Req | Description |
|---|---|---|---|
| completedAt | string | yes | – |
| engineHours | number | – | – |
| logCount | number | – | – |
| mileage | number | – | – |
| notes | string | – | – |
| trackEvents | number | – | – |
| trackerId | string | yes | – |
| vehicleId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| count | number | – | – |
| lists | array | – | – |
| maintenance | array | – | – |
| sessions | array | – | – |
| setups | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
| vehicles | array | – | – |
No examples provided.
convert_afr_lambda AFR Lambda Converter ~89
Convert AFR and lambda across gasoline, E85, methanol, and race fuel scales. Calculates from measured inputs without authentication and does not read or save account data. Use this as a conversion reference. Tune targets depend on fuel, engine, load, and calibration strategy.
| Name | Type | Req | Description |
|---|---|---|---|
| afr | number | yes | AFR |
| fuel | string | yes | Fuel scale |
| lambda | number | yes | Lambda |
| Name | Type | Req | Description |
|---|---|---|---|
| authenticationRequired | boolean | – | – |
| inputs | object | – | – |
| message | string | – | – |
| note | string | – | – |
| result | object | – | – |
| results | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| unitSystem | string | – | – |
| url | string | – | – |
| volumeUnit | string | – | – |
No examples provided.
copy_session Copy session ~28
Create an additive copy of an accessible TuneWorks driving session.
| Name | Type | Req | Description |
|---|---|---|---|
| sessionId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| count | number | – | – |
| lists | array | – | – |
| maintenance | array | – | – |
| sessions | array | – | – |
| setups | array | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
| vehicles | array | – | – |
No examples provided.
copy_shop_list Copy shop list ~33
Create an editable copy of a connected user shop list with all item checks reset.
| Name | Type | Req | Description |
|---|---|---|---|
| listId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| actionType | string | – | – |
| list | object | – | – |
| listId | string | – | – |
| message | string | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| user | object | – | – |
No examples provided.
create_chart_channel_set Save chart channel set ~32
Save a named set of chart channels.
| Name | Type | Req | Description |
|---|---|---|---|
| channels | array | yes | – |
| name | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_custom_track Create custom track ~66
Create a custom track for the connected user or an editable team.
| Name | Type | Req | Description |
|---|---|---|---|
| city | string | – | – |
| country | string | – | – |
| countryCode | string | – | – |
| region | string | – | – |
| teamId | string | – | – |
| venue | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_favorite_chart Create favorite chart ~77
Save a favorite chart for an accessible vehicle and source log.
| Name | Type | Req | Description |
|---|---|---|---|
| channelSetId | number | – | – |
| chartConfig | object | yes | – |
| notes | string | – | – |
| source | string | – | – |
| sourceLogId | string | yes | – |
| title | string | yes | – |
| vehicleId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_maintenance Create maintenance ~131
Creates a TuneWorks maintenance reminder or service item. Deletes are not supported.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | yes | – |
| doneDate | string | yes | Required service completion date in YYYY-MM-DD format. Natural date strings are accepted but YYYY-MM-DD is preferred. |
| dueDate | string | – | Optional reminder date in YYYY-MM-DD format. Omit when no reminder is wanted. |
| intervalType | string | – | – |
| intervalValue | number | – | – |
| name | string | yes | – |
| notes | string | – | – |
| reminderDaysBefore | number | – | – |
| vehicleId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_session Create session ~214
Saves a new TuneWorks driving session. Deletes are not supported.
| Name | Type | Req | Description |
|---|---|---|---|
| additionalSessionDetails | string | – | – |
| bestTime | string | – | – |
| braking | string | – | – |
| cornerEntry | string | – | – |
| cornerExit | string | – | – |
| dataLogIds | array | – | – |
| didNotWork | string | – | – |
| drivers | string | – | – |
| eventName | string | – | – |
| eventType | string | – | – |
| location | string | – | – |
| midCorner | string | – | – |
| overallBalance | string | – | – |
| performanceFigures | string | – | – |
| sessionDate | string | yes | Session date in YYYY-MM-DD format. Natural date strings are accepted but YYYY-MM-DD is preferred. |
| sessionFormat | string | yes | – |
| setupId | string | – | – |
| suggestedSetupChange | string | – | – |
| track | string | – | – |
| traction | string | – | – |
| vehicleId | string | yes | – |
| worked | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_setup Create setup ~174
Saves a new TuneWorks setup for a vehicle. Deletes are not supported.
| Name | Type | Req | Description |
|---|---|---|---|
| dataLogIds | array | – | – |
| influencedSessionId | string | – | – |
| performedBy | string | yes | Person who performed the setup. If omitted, TuneWorks uses the connected user name/email. |
| setupData | object | – | Setup fields such as setup goals, overall weight/balance, tire summary, front/rear ride height, front/rear total toe, per-corner tires, pressures, alignment, ride height, springs, dampers, corner wei… |
| setupDate | string | yes | Setup date in YYYY-MM-DD format. Natural date strings are accepted but YYYY-MM-DD is preferred. |
| setupName | string | yes | – |
| vehicleId | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_shop_list Create shop list ~101
Creates a TuneWorks shop list, task list, or parts list, optionally including categories and items.
| Name | Type | Req | Description |
|---|---|---|---|
| categories | array | – | – |
| items | array | – | – |
| note | string | – | – |
| purpose | string | yes | Required enabled Shop List Purpose value. |
| sessionId | string | – | – |
| setupId | string | – | – |
| status | string | – | – |
| title | string | yes | – |
| vehicleId | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_team Create team ~24
Create a new team for the connected user.
| Name | Type | Req | Description |
|---|---|---|---|
| name | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_vehicle Create vehicle ~184
Adds a vehicle to the connected user’s TuneWorks garage. Deletes are not supported.
| Name | Type | Req | Description |
|---|---|---|---|
| aspiration | string | yes | – |
| cylindersOrRotors | string | yes | – |
| displacement | string | yes | – |
| engineHours | string | – | – |
| engineModel | string | – | – |
| engineType | string | yes | – |
| fuel | string | yes | – |
| fuelRating | string | yes | – |
| make | string | yes | – |
| mileage | string | – | – |
| model | string | yes | – |
| modifications | string | – | – |
| owner | string | yes | – |
| purpose | string | yes | TuneWorks vehicle purpose; Track day / HPDE represents a general track car. |
| subModel | string | – | – |
| transmissionSpeeds | string | – | – |
| transmissionType | string | – | – |
| vin | string | – | – |
| year | number | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
create_vehicle_make Create custom vehicle make ~34
Add a custom vehicle make to connected user settings.
| Name | Type | Req | Description |
|---|---|---|---|
| make | string | yes | – |
| teamId | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| list | object | – | – |
| session | object | – | – |
| setup | object | – | – |
| status | string | yes | Result status such as ok, created, updated, sent, auth_required, or confirmation_required. |
| tool | string | yes | TuneWorks MCP tool name that produced this result. |
| tracker | object | – | – |
| url | string | – | – |
| user | object | – | – |
| vehicle | object | – | – |
No examples provided.
How do I install the TuneWorks MCP server?
TuneWorks is a hosted endpoint at https://tuneworks.ai/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 · tuneworks.ai
claude mcp add --transport http chrismore-tuneworks 'https://tuneworks.ai/mcp'
What is the TuneWorks MCP server?
TuneWorks is an MCP server listed in the public MCP registry as io.github.chrismore/tuneworks. Motorsports workspace for vehicles, setups, sessions, logs, maintenance, and race engineering. This page covers its hosted endpoint (https://tuneworks.ai/mcp).
Is the TuneWorks MCP server safe to use?
TuneWorks scores 62 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 TuneWorks MCP server expose?
TuneWorks exposes 100 tools: calculate_race_fuel_and_weight, calculate_gear_ratio_speed, calculate_tire_pressure_adjustment, calculate_corner_balance, calculate_spring_wheel_rate, and 95 more. Their descriptions and schemas cost roughly 7,614 tokens of context every time the server is loaded.
Does the TuneWorks MCP server require authentication?
No. We connected to TuneWorks without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the TuneWorks MCP server still maintained?
TuneWorks is still listed as active in the MCP registry. We last reached this channel on 22 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.