intervals-icu-sync (rbrands/intervals-icu-sync) is an MCP server listed on the M8ven Trust Index. It scores 60 out of 100, grade C. It declares 16 tools. No publisher has claimed this listing.
Connect any GenAI tool to your intervals.icu data — includes MCP server, Python scripts, system prompts and coaching logic based on Joe Friel.
Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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Install from
The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.
prepare_week_dataFetch all training data, run fueling/week analysis, and consolidate output.
get_coach_inputReturn the consolidated weekly coach input as JSON.
get_fueling_analysisReturn the carbohydrate fueling analysis for the specified week as JSON.
get_latest_metricsReturn the most recent athlete performance metrics as JSON.
get_activity_streams_sampledReturn sampled activity streams for a single activity as JSON.
list_library_workoutsList own library workouts for the configured athlete (ATHLETE_ID).
save_week_planSave a weekly training plan as JSON to data/plans/week_plan.json.
validate_week_planValidate a training plan JSON against the upload schema.
upload_week_planUpload the saved weekly training plan to intervals.icu.
get_latest_activitiesReturn a compact, latest-first list of activities for the current week.
check_plan_tssCheck whether a generated week plan matches a deterministic TSS reference.
FASTMCP_ALLOWED_HOSTyour-tunnel-hostname.example.comFASTMCP_HOSTFASTMCP_PORTMCP_TRANSPORTWEBSITE_INSTANCE_IDMCP_RPC_EVENT_LOG_LEVELMCP_TRACE_RESPONSE_JSONMCP_TRACE_RESPONSE_PREVIEW_LIMITWEBSITE_SLOT_NAMEWEBSITE_HOSTNAMEMCP_STATELESS_HTTPINTERVALS_DEV_MODEATHLETE_IDyour athlete ID, also under Settings → Developer SettingsINTERVALS_API_KEYfound in intervals.icu under Settings → Developer SettingsSCRIPT_TIMEOUT_SECONDSPREPARE_WEEK_TIMEOUT_SECONDSAGENT_NAMEDISCIPLINERESPONSE_LANGUAGEVECTOR_STORE_NAMESKILL_NAMETOOLBOX_NAMEMODELMESSAGEINTERVALS_RAW_DIRINTERVALS_PROCESSED_DIRLOOKBACK_DAYSOAUTH_CLIENT_STORAGE_ACCOUNTOAUTH_CLIENT_TABLE_NAMEOAUTH_TOKEN_SECRETINTERVALS_PROMPTS_LIBRARY_DIRAPPLICATIONINSIGHTS_CONNECTION_STRINGTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
16/16 tools missing one or more hints — prepare_week_data (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_coach_input (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_fueling_analysis (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +13 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Destructive tools are labelled
4 tools perform destructive updates without destructiveHint — validate_week_plan deletes at line 833 (temp_plan_path.unlink(missing_ok=True)); validate_week_plan deletes at line 1681 (tmp_path.unlink(missing_ok=True)); upload_week_plan deletes at line 1813 (tmp_path.unlink(missing_ok=True))
Add destructiveHint:true to any tool whose handler calls .delete(), .upsert(), .update(), unlink, rm, DELETE, DROP, REPLACE INTO, or any operation that overwrites existing data.
Descriptions match behaviour
1 tool describes read intent but its handler mutates — check_plan_tss (line 1869: result = subprocess.run()
Rename the tool, rewrite the description, or move the side-effect into a separate clearly-named tool.
Tool test coverage
Only 4/16 tools referenced in tests (25%)
Write tests that reference each tool by name so every tool has at least one test.
Tool description accuracy
check_plan_tss: description implies read-only but handler writes/deletes/executes
Update tool descriptions to accurately reflect all capabilities — especially write, delete, or execute operations.
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