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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

TuneWorks

Motorsports workspace for vehicles, setups, sessions, logs, maintenance, and race engineering.

Checks passed
13 / 22

1 failed · 8 not measured

Median response
708 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
100

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 708 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name tuneworks-mcp.

  • Pass
    Lists tools

    tools/list returned 100 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 708 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 708 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    126 of 444 parameters have a description (28%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-17T23:54:35.712822Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using TuneWorks

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http tuneworks https://tuneworks.ai/mcp

Capabilities

Tools 100

add_shop_list_category

Atomically add one category to an existing editable shop list without replacing its existing categories or items.

Discovered
add_shop_list_item

Atomically add one item to an existing editable shop list without replacing existing items. If its category does not exist yet, TuneWorks creates it.

Discovered
analyze_tire_temperatures

Interprets inside, middle, and outside tire temperature readings without authentication or access to TuneWorks account data.

Discovered
archive_maintenance

Archive a connected user maintenance item. Requires explicit user confirmation and never hard-deletes data.

Discovered
archive_session

Archive a connected user driving session. Requires explicit user confirmation and never hard-deletes data.

Discovered
archive_setup

Archive all active revisions of a connected user setup. Requires explicit user confirmation and never hard-deletes data.

Discovered
archive_shop_list

Archive a connected user shop list so it no longer appears in active lists. Requires explicit user confirmation.

Discovered
archive_vehicle

Archive a connected user vehicle using TuneWorks soft-delete behavior. Requires explicit user confirmation and never hard-deletes data.

Discovered
archive_vehicle_modification

Mark a modification canceled so it remains in vehicle history. Requires explicit confirmation.

Discovered
calculate_brake_bias

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.

Discovered
calculate_corner_balance

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.

Discovered
calculate_ethanol_blend

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.

Discovered
calculate_fuel_injector_size

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.

Discovered
calculate_gear_ratio_speed

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.

Discovered
calculate_lap_time_delta

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.

Discovered
calculate_race_fuel_and_weight

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.

Discovered
calculate_spring_wheel_rate

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.

Discovered
calculate_tire_pressure_adjustment

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.

Discovered
check_race_alignment

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.

Discovered
compare_tire_sizes

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.

Discovered
complete_maintenance

Record completed maintenance in vehicle history and advance its tracker.

Discovered
convert_afr_lambda

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.

Discovered
copy_session

Create an additive copy of an accessible TuneWorks driving session.

Discovered
copy_shop_list

Create an editable copy of a connected user shop list with all item checks reset.

Discovered
create_chart_channel_set

Save a named set of chart channels.

Discovered
create_custom_track

Create a custom track for the connected user or an editable team.

Discovered
create_favorite_chart

Save a favorite chart for an accessible vehicle and source log.

Discovered
create_maintenance

Creates a TuneWorks maintenance reminder or service item. Deletes are not supported.

Discovered
create_session

Saves a new TuneWorks driving session. Deletes are not supported.

Discovered
create_setup

Saves a new TuneWorks setup for a vehicle. Deletes are not supported.

Discovered
create_shop_list

Creates a TuneWorks shop list, task list, or parts list, optionally including categories and items.

Discovered
create_team

Create a new team for the connected user.

Discovered
create_vehicle

Adds a vehicle to the connected user’s TuneWorks garage so setup, session, modification, maintenance, and optimization context can be attached. Deletes are not supported.

Discovered
create_vehicle_make

Add a custom vehicle make to connected user settings.

Discovered
create_vehicle_modification

Create a structured modification on an editable TuneWorks vehicle.

Discovered
delete_chart_channel_set

Permanently delete a saved chart-channel set after explicit confirmation.

Discovered
delete_custom_track

Permanently delete a custom track after explicit confirmation.

Discovered
delete_ecu_file

Permanently delete an authorized ECU file after explicit confirmation.

Discovered
delete_favorite_chart

Permanently delete a favorite chart after explicit confirmation.

Discovered
delete_object_attachment

Delete an object attachment from blob storage after explicit confirmation.

Discovered
delete_shop_list

Delete a connected user shop list from active use by safely archiving it. Requires explicit user confirmation and does not hard-delete history.

Discovered
delete_team

Delete a team after explicit confirmation.

Discovered
delete_vehicle_make

Permanently delete a custom vehicle make after explicit confirmation.

Discovered
delete_vehicle_modification

Permanently delete a vehicle modification and its files. Requires explicit confirmation.

Discovered
diagnose_handling_issue

Provides understeer/oversteer setup guidance without authentication or access to TuneWorks account data.

Discovered
find_autocross_sites

Search the public TuneWorks Autocross Site Finder by coordinates and minimum paved-area dimensions. This may take several minutes because it queries live map and imagery providers.

Discovered
get_ai_log_tuner_transcript

Read the ordered messages and saved analysis summaries for one AI Log Tuner conversation owned by the connected TuneWorks user.

Discovered
get_ai_race_engineer_transcript

Read one AI Race Engineer conversation and its ordered messages. Internal execution debug traces are not returned.

Discovered
get_custom_track

Read one accessible custom track.

Discovered
get_garage_summary

Returns the connected garage, its activation stage, missing baseline data, and the next available actions toward vehicle optimization.

Discovered
get_log_context

Read bounded metadata, channel schema summary, and saved focus window for one accessible TuneWorks log. Raw log samples are not returned.

Discovered
get_share_build_options

Lists existing TuneWorks vehicles, setups, and sessions available for Share Build.

Discovered
get_shop_list

Read one connected user shop list with its categories and items.

Discovered
get_tuneworks_app_capabilities

Describes TuneWorks free public capabilities and connected garage capabilities for vehicles, setups, sessions, maintenance, shop lists, Share Build, and log history.

Discovered
get_user_settings

Read the connected user’s preferences, unit choices, and custom vehicle makes.

Discovered
get_vehicle_context

Returns one saved TuneWorks vehicle with modifications, setups, sessions, maintenance, lists, log metadata, optimization readiness, and next actions.

Discovered
get_vehicle_map_config

Read the saved map-channel configuration for an accessible vehicle.

Discovered
get_vehicle_modification

Read one structured modification from an accessible TuneWorks vehicle.

Discovered
inspect_ecu_file

Inspect one authorized ECU file and optionally a decoded table. Binary contents are never returned.

Discovered
leave_team

Remove the connected user from a team after explicit confirmation.

Discovered
list_ai_log_tuner_transcripts

List recent AI Log Tuner conversations owned by the connected TuneWorks user. Returns conversation metadata without message contents.

Discovered
list_ai_race_engineer_transcripts

List recent AI Race Engineer conversations owned by the connected TuneWorks user. May be filtered to one vehicle.

Discovered
list_chart_channel_sets

List saved chart-channel sets.

Discovered
list_custom_tracks

List custom tracks accessible to the connected user.

Discovered
list_ecu_files

List ECU-file metadata, optionally scoped to an accessible TuneWorks vehicle. Supplying vehicleId enables vehicle-specific recovery guidance. Binary contents are never returned.

Discovered
list_favorite_charts

List favorite charts for an accessible vehicle.

Discovered
list_logs

List bounded metadata for logs attached to one connected TuneWorks vehicle. Raw log samples are not returned.

Discovered
list_maintenance

Lists service reminders, maintenance history, due work, and completed maintenance saved in TuneWorks.

Discovered
list_object_attachments

List attachment metadata for an authorized object. Binary contents are unavailable through MCP.

Discovered
list_sessions

Lists driving sessions, events, track days, autocross runs, and session notes saved in TuneWorks.

Discovered
list_setups

Lists chassis setups and setup history saved in the connected TuneWorks account.

Discovered
list_shop_list_items

Lists individual items and completion status in one connected user shop list, with optional filtering for open or completed items.

Discovered
list_shop_lists

Lists reusable shop lists, event prep lists, task lists, and parts lists saved in TuneWorks.

Discovered
list_teams

List teams available to the connected user, or read one team’s settings.

Discovered
list_vehicle_modifications

List bounded structured modifications for an accessible TuneWorks vehicle.

Discovered
list_vehicles

Lists vehicles saved in the connected user’s TuneWorks app garage and reports the next activation action when the garage is empty.

Discovered
mark_chart_channel_set_used

Update the last-used time for a saved chart-channel set.

Discovered
preview_share_build

Summarizes selected Share Build vehicle, setups, sessions, recipients, and message without sending email.

Discovered
process_ecu_file

Start or retry processing for an existing ECU definition file. This does not upload, create, or read a file, and processing may consume compute and analysis resources.

Discovered
recommend_autocross_damper_adjustment

Provides a bounded shock/damper adjustment recommendation without authentication or access to TuneWorks account data.

Discovered
remove_team_member

Remove a member from a team after explicit confirmation.

Discovered
rename_team

Replace a team’s name.

Discovered
reset_shop_list_items

Reset every item in a connected user shop list to unchecked/open.

Discovered
retry_ecu_file

Retry an eligible failed, already stored ECU file. MCP does not upload binaries.

Discovered
revoke_team_invite

Revoke a pending team invitation after explicit confirmation.

Discovered
save_vehicle_map_config

Create or replace the connected user’s complete map-channel configuration.

Discovered
send_share_build

Emails selected TuneWorks vehicle, setup, and session details to up to three recipients. Explicit user confirmation is required.

Discovered
send_team_invite

Create and email a team invitation only after explicit user confirmation.

Discovered
update_custom_track

Replace the editable fields and ownership scope of a custom track.

Discovered
update_maintenance

Edits a TuneWorks maintenance reminder or service item. Deletes are not supported.

Discovered
update_session

Edits an existing TuneWorks driving session. Deletes are not supported.

Discovered
update_setup

Edits an existing TuneWorks setup revision. Deletes are not supported.

Discovered
update_shop_list

Edits shop-list metadata or replaces the full categories and items collection.

Discovered
update_shop_list_item

Atomically check or uncheck one shop-list item, change its quantity, or do both.

Discovered
update_team_member_role

Replace a team member’s role.

Discovered
update_unit_settings

Update unit-category choices for the connected TuneWorks user.

Discovered
update_user_preferences

Update selected preferences for the connected TuneWorks user.

Discovered
update_vehicle

Edits an existing vehicle in the connected user’s TuneWorks garage. Deletes are not supported.

Discovered
update_vehicle_make

Rename or rescope a custom vehicle make.

Discovered
update_vehicle_modification

Update a structured modification on an editable TuneWorks vehicle.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected708 ms100