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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "tuneworks": {
      "type": "http",
      "url": "https://tuneworks.ai/mcp"
    }
  }
}

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

[mcp_servers.tuneworks]
url = "https://tuneworks.ai/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "tuneworks": {
      "type": "remote",
      "url": "https://tuneworks.ai/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "tuneworks": {
      "type": "http",
      "url": "https://tuneworks.ai/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=tuneworks&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdHVuZXdvcmtzLmFpL21jcCJ9"
}

{
  "servers": {
    "tuneworks": {
      "type": "http",
      "url": "https://tuneworks.ai/mcp"
    }
  }
}

{
  "mcpServers": {
    "tuneworks": {
      "httpUrl": "https://tuneworks.ai/mcp"
    }
  }
}

extensions:
  "tuneworks":
    enabled: true
    name: "tuneworks"
    type: streamable_http
    uri: "https://tuneworks.ai/mcp"
    timeout: 300

Quality 73 / 100new

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene71 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations100 of 100 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: create_shop_list (idempotentHint); add_shop_list_item (idempotentHint); delete_vehicle_make (idempotentHint); …
warn
tools.token_costabout 15,071 tokens to load every tool
warn
tools.api_dump100 tools, 63% named like REST operations: looks like an API mapped one endpoint per tool

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool history recorded for 1 of the 7 days needed

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

100 tools, about 15,071 tokens to load them all · tool set 9dcde324bac4 · tools last changed 2026-10-19 · checked 2026-10-19 10:20 UTC

Tool changes

2026-10-19get_ai_race_engineer_transcriptadded
Read one AI Race Engineer conversation and its ordered messages. Internal execution debug traces are not returned.
2026-10-19list_ai_race_engineer_transcriptsadded
List recent AI Race Engineer conversations owned by the connected TuneWorks user. May be filtered to one vehicle.
2026-10-19get_ai_log_tuner_transcriptadded
Read the ordered messages and saved analysis summaries for one AI Log Tuner conversation owned by the connected TuneWorks user.
2026-10-19list_ai_log_tuner_transcriptsadded
List recent AI Log Tuner conversations owned by the connected TuneWorks user. Returns conversation metadata without message contents.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance80

liveness100

freshness100

hygiene100

+repository +namespace-matches-repo +reachable +uptime-100% +updated-1d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://tuneworks.ai/mcp` streamable-http	none	yes	100%	480 ms	2025-06-18	2026-10-19

Tools (100)

`add_shop_list_category`	Atomically add one category to an existing editable shop list without replacing its existing categories or items.
`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.
`analyze_tire_temperatures`read-only	Interprets inside, middle, and outside tire temperature readings without authentication or access to TuneWorks account data.
`archive_maintenance`destructive	Archive a connected user maintenance item. Requires explicit user confirmation and never hard-deletes data.
`archive_session`destructive	Archive a connected user driving session. Requires explicit user confirmation and never hard-deletes data.
`archive_setup`destructive	Archive all active revisions of a connected user setup. Requires explicit user confirmation and never hard-deletes data.
`archive_shop_list`destructive	Archive a connected user shop list so it no longer appears in active lists. Requires explicit user confirmation.
`archive_vehicle`destructive	Archive a connected user vehicle using TuneWorks soft-delete behavior. Requires explicit user confirmation and never hard-deletes data.
`archive_vehicle_modification`destructive	Mark a modification canceled so it remains in vehicle history. Requires explicit confirmation.
`calculate_brake_bias`read-only	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.
`calculate_corner_balance`read-only	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.
`calculate_ethanol_blend`read-only	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.
`calculate_fuel_injector_size`read-only	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.
`calculate_gear_ratio_speed`read-only	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.
`calculate_lap_time_delta`read-only	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.
`calculate_race_fuel_and_weight`read-only	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.
`calculate_spring_wheel_rate`read-only	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.
`calculate_tire_pressure_adjustment`read-only	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.
`check_race_alignment`read-only	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.
`compare_tire_sizes`read-only	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.
`complete_maintenance`	Record completed maintenance in vehicle history and advance its tracker.
`convert_afr_lambda`read-only	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.
`copy_session`	Create an additive copy of an accessible TuneWorks driving session.
`copy_shop_list`	Create an editable copy of a connected user shop list with all item checks reset.
`create_chart_channel_set`	Save a named set of chart channels.
`create_custom_track`	Create a custom track for the connected user or an editable team.
`create_favorite_chart`	Save a favorite chart for an accessible vehicle and source log.
`create_maintenance`	Creates a TuneWorks maintenance reminder or service item. Deletes are not supported.
`create_session`	Saves a new TuneWorks driving session. Deletes are not supported.
`create_setup`	Saves a new TuneWorks setup for a vehicle. Deletes are not supported.
`create_shop_list`	Creates a TuneWorks shop list, task list, or parts list, optionally including categories and items.
`create_team`	Create a new team for the connected user.
`create_vehicle`	Adds a vehicle to the connected user’s TuneWorks garage. Deletes are not supported.
`create_vehicle_make`	Add a custom vehicle make to connected user settings.
`create_vehicle_modification`	Create a structured modification on an editable TuneWorks vehicle.
`delete_chart_channel_set`destructive	Permanently delete a saved chart-channel set after explicit confirmation.
`delete_custom_track`destructive	Permanently delete a custom track after explicit confirmation.
`delete_ecu_file`destructive	Permanently delete an authorized ECU file after explicit confirmation.
`delete_favorite_chart`destructive	Permanently delete a favorite chart after explicit confirmation.
`delete_object_attachment`destructive	Delete an object attachment from blob storage after explicit confirmation.
`delete_shop_list`destructive	Delete a connected user shop list from active use by safely archiving it. Requires explicit user confirmation and does not hard-delete history.
`delete_team`destructive	Delete a team after explicit confirmation.
`delete_vehicle_make`destructive	Permanently delete a custom vehicle make after explicit confirmation.
`delete_vehicle_modification`destructive	Permanently delete a vehicle modification and its files. Requires explicit confirmation.
`diagnose_handling_issue`read-only	Provides understeer/oversteer setup guidance without authentication or access to TuneWorks account data.
`find_autocross_sites`read-only	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.
`get_ai_log_tuner_transcript`read-only	Read the ordered messages and saved analysis summaries for one AI Log Tuner conversation owned by the connected TuneWorks user.
`get_ai_race_engineer_transcript`read-only	Read one AI Race Engineer conversation and its ordered messages. Internal execution debug traces are not returned.
`get_custom_track`read-only	Read one accessible custom track.
`get_garage_summary`read-only	Returns an overview of the connected user’s TuneWorks garage, including recent activity, saved vehicles, setups, sessions, maintenance, and lists.
`get_log_context`read-only	Read bounded metadata, channel schema summary, and saved focus window for one accessible TuneWorks log. Raw log samples are not returned.
`get_share_build_options`read-only	Lists existing TuneWorks vehicles, setups, and sessions available for Share Build.
`get_shop_list`read-only	Read one connected user shop list with its categories and items.
`get_tuneworks_app_capabilities`read-only	Describes TuneWorks free public capabilities and connected garage capabilities for vehicles, setups, sessions, maintenance, shop lists, Share Build, and log history.
`get_user_settings`read-only	Read the connected user’s preferences, unit choices, and custom vehicle makes.
`get_vehicle_context`read-only	Returns one saved TuneWorks vehicle with its setup, session, maintenance, list, and log context.
`get_vehicle_map_config`read-only	Read the saved map-channel configuration for an accessible vehicle.
`get_vehicle_modification`read-only	Read one structured modification from an accessible TuneWorks vehicle.
`inspect_ecu_file`read-only	Inspect one authorized ECU file and optionally a decoded table. Binary contents are never returned.
`leave_team`destructive	Remove the connected user from a team after explicit confirmation.
`list_ai_log_tuner_transcripts`read-only	List recent AI Log Tuner conversations owned by the connected TuneWorks user. Returns conversation metadata without message contents.
`list_ai_race_engineer_transcripts`read-only	List recent AI Race Engineer conversations owned by the connected TuneWorks user. May be filtered to one vehicle.
`list_chart_channel_sets`read-only	List saved chart-channel sets.
`list_custom_tracks`read-only	List custom tracks accessible to the connected user.
`list_ecu_files`read-only	List ECU-file metadata. Binary contents are never returned.
`list_favorite_charts`read-only	List favorite charts for an accessible vehicle.
`list_logs`read-only	List bounded metadata for logs attached to one connected TuneWorks vehicle. Raw log samples are not returned.
`list_maintenance`read-only	Lists service reminders, maintenance history, due work, and completed maintenance saved in TuneWorks.
`list_object_attachments`read-only	List attachment metadata for an authorized object. Binary contents are unavailable through MCP.
`list_sessions`read-only	Lists driving sessions, events, track days, autocross runs, and session notes saved in TuneWorks.
`list_setups`read-only	Lists chassis setups and setup history saved in the connected TuneWorks account.
`list_shop_list_items`read-only	Lists individual items and completion status in one connected user shop list, with optional filtering for open or completed items.
`list_shop_lists`read-only	Lists reusable shop lists, event prep lists, task lists, and parts lists saved in TuneWorks.
`list_teams`read-only	List teams available to the connected user, or read one team’s settings.
`list_vehicle_modifications`read-only	List structured modifications for an accessible TuneWorks vehicle.
`list_vehicles`read-only	Lists vehicles saved in the connected user’s TuneWorks app garage.
`mark_chart_channel_set_used`	Update the last-used time for a saved chart-channel set.
`preview_share_build`read-only	Summarizes selected Share Build vehicle, setups, sessions, recipients, and message without sending email.
`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.
`recommend_autocross_damper_adjustment`read-only	Provides a bounded shock/damper adjustment recommendation without authentication or access to TuneWorks account data.
`remove_team_member`destructive	Remove a member from a team after explicit confirmation.
`rename_team`destructive	Replace a team’s name.
`reset_shop_list_items`destructive	Reset every item in a connected user shop list to unchecked/open.
`retry_ecu_file`	Retry an eligible failed, already stored ECU file. MCP does not upload binaries.
`revoke_team_invite`destructive	Revoke a pending team invitation after explicit confirmation.
`save_vehicle_map_config`destructive	Create or replace the connected user’s complete map-channel configuration.
`send_share_build`	Emails selected TuneWorks vehicle, setup, and session details to up to three recipients. Explicit user confirmation is required.
`send_team_invite`	Create and email a team invitation only after explicit user confirmation.
`update_custom_track`destructive	Replace the editable fields and ownership scope of a custom track.
`update_maintenance`destructive	Edits a TuneWorks maintenance reminder or service item. Deletes are not supported.
`update_session`destructive	Edits an existing TuneWorks driving session. Deletes are not supported.
`update_setup`destructive	Edits an existing TuneWorks setup revision. Deletes are not supported.
`update_shop_list`destructive	Edits shop-list metadata or replaces the full categories and items collection.
`update_shop_list_item`destructive	Atomically check or uncheck one shop-list item, change its quantity, or do both.
`update_team_member_role`destructive	Replace a team member’s role.
`update_unit_settings`destructive	Update unit-category choices for the connected TuneWorks user.
`update_user_preferences`destructive	Update selected preferences for the connected TuneWorks user.
`update_vehicle`destructive	Edits an existing vehicle in the connected user’s TuneWorks garage. Deletes are not supported.
`update_vehicle_make`destructive	Rename or rescope a custom vehicle make.
`update_vehicle_modification`destructive	Update a structured modification on an editable TuneWorks vehicle.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.chrismore/tuneworks",
  "title": "TuneWorks",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://tuneworks.ai/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "repository": {
    "url": "https://github.com/chrismore/tuneworks",
    "source": "github"
  },
  "description": "Motorsports workspace for vehicles, setups, sessions, logs, maintenance, and race engineering."
}