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Fine Structure

REMOTE · FINESTRUCTURE.AI · SCANNED AUG 3

Remote MCP server for agents that create, edit, validate, and publish Fine Structure apps.

Available components

+5 this week 64 Trust /100
Trust breakdown (6 categories)

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 →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability71
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 7378 tokens (~77/item across 95 items; 95 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management26
  • Stability check failed: schema churn in the 8 days we've observed: 0 tool removals, 1 breaking changes, 0 auth/transport breaks, 3 additions. See how to fix → Fail
Tool Coverage94
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 82% of tool parameters carry a description.Partial
Capabilities20
  • Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28. See how to fix → Fail
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · finestructure.ai

# add to Claude Code
claude mcp add --transport http ai-finestructure-fine-structure https://finestructure.ai/api/mcp
# ~/.codex/config.toml
[mcp_servers.ai-finestructure-fine-structure]
url = "https://finestructure.ai/api/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-finestructure-fine-structure": {
      "type": "remote",
      "url": "https://finestructure.ai/api/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-finestructure-fine-structure --url https://finestructure.ai/api/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  ai-finestructure-fine-structure:
    url: "https://finestructure.ai/api/mcp"
// mcp.json
{
  "mcpServers": {
    "ai-finestructure-fine-structure": {
      "type": "http",
      "url": "https://finestructure.ai/api/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

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.

  • 3 Aug 26 +1
    • Stability: 0.23 → fail security
    • A breaking change shipped without a version bump: still 1.0.0 security
    • Tool “update_entity_record” rewrote its description, which is the text the model reads security
    • Tool “restore_saved_version” rewrote its description, which is the text the model reads security
    • Tool “seed_entity” rewrote its description, which is the text the model reads security
    • “restore_saved_version” dropped the required parameter “confirm” functional
    • New tool “create_entity_records” functional
    • New tool “delete_entity_records” functional
    • New tool “update_entity_records” functional
    • “seed_entity” added an optional parameter “reason” cosmetic
    • “update_entity_record” added an optional parameter “reason” cosmetic
    • “restore_saved_version” reworded the description of “snapshot_id” cosmetic
    • “seed_entity” reworded the description of “mode” cosmetic
    • “seed_entity” reworded the description of “records” cosmetic
  • 1 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 28 Jul 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.

  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 59

    First indexed and scored.

Diagnostics

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 3 Aug 2026 · Probed https://finestructure.ai/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=finestructure.ai CN=WE1,O=Google Trust Services,C=US 25 Jun 2026 23 Sept 2026 ECDSA 256 ECDSA-SHA256 66f212eab1dfc48113660350517c4ba4
SANs: finestructure.ai, *.finestructure.ai
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b
DNSSEC insecure

Validation of finestructure.ai. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 3799 8 Verified
finestructure.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=31536000; includeSubDomains
x-content-type-options nosniff
x-frame-options SAMEORIGIN
referrer-policy strict-origin-when-cross-origin
permissions-policy camera=(), microphone=(self), geolocation=()
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://finestructure.ai/api/mcp Verified 200
http (plaintext) http://finestructure.ai/api/mcp HTTPS enforced 301 https://finestructure.ai/api/mcp
MCP tools — 95 exposed · ~7,378 tokens

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.

Tool Tokens
get_app_status ~34

Get app overview: files, published state, URL, active jobs.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

get_domain_ssl_status ~60

Return SSL/certificate status and pending certificate validation DNS records for the app custom domain.

NameTypeReqDescription
app_idstringyesThe app ID
domainstringOptional configured custom domain. If omitted, uses the app's current custom domain.

No output schema declared.

No examples provided.

get_domain_verification ~60

Return the exact DNS records and instructions required to verify and route the app custom domain.

NameTypeReqDescription
app_idstringyesThe app ID
domainstringOptional configured custom domain. If omitted, uses the app's current custom domain.

No output schema declared.

No examples provided.

get_entities ~45

Get all entity (data model) schemas for an app, with record counts. Each entity has fields, types, and relationships.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

get_errors ~53

Get recent runtime errors for an app (last 20). Useful for diagnosing issues before updating.

NameTypeReqDescription
app_idstringyesThe app ID
limitintegerMax errors to return (default 20)

No output schema declared.

No examples provided.

get_job_status ~70

Poll the status of an async generation job. Use this after create_app or update_app to know when the job is done. Returns status ('running' or 'done'), progress events, and result summary when complete.

NameTypeReqDescription
job_idstringyesThe job_id returned by create_app or update_app

No output schema declared.

No examples provided.

get_pages ~32

Get all pages in an app with their file paths and sizes.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

get_platform_guide ~123

Return a machine-readable Fine Structure / FSe2 guide for AI agents. Call this at the start of an MCP session to learn app files, entities, safe edit workflows, validation, publishing, A/B testing, secrets, and platform rules.

NameTypeReqDescription
app_idstringOptional app ID. If provided, the guide includes a safe app context summary.
sectionsarrayOptional subset of guide sections to return.
task_typestringOptional task hint, for example edit_app, direct_file_edit, seed_data, or publish_app.

No output schema declared.

No examples provided.

get_preview_url ~31

Return editor preview and published/public URLs for an app.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

get_recommended_workflow ~103

Return the recommended MCP tool sequence for a task type. Use this before creating apps, editing files, seeding data, publishing, setting up A/B tests, restoring versions, or configuring secrets/integrations.

NameTypeReqDescription
app_idstringOptional app ID. If provided, the workflow includes a safe app context summary.
goalstringOptional short description of the user's goal.
task_typestringThe task type to plan.

No output schema declared.

No examples provided.

inspect_preview ~88

Return server-side preview context: URLs, persisted runtime/network errors, static clickable candidates, pages, and explicit live-browser availability.

NameTypeReqDescription
app_idstringyesThe app ID
auth_asstringOptional auth simulation: anonymous
auth_as_rolestringOptional app role simulation, e.g. staff/admin/customer
routestringOptional route to inspect

No output schema declared.

No examples provided.

invite_app_member ~110

Provision a generated-app runtime member with a role. This does not create a Studio collaborator. The owner role cannot be assigned. If password is omitted, a temporary password is generated and returned once.

NameTypeReqDescription
app_idstringyesThe app ID
emailstringyesMember email
full_namestring
passwordstringOptional initial password. If omitted, one is generated.
rolestringyesApp role, e.g. admin/staff/customer

No output schema declared.

No examples provided.

list_ab_tests ~31

List the platform A/B tests configured for an app.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

list_app_domains ~52

List an app's platform path, subdomain, and configured custom domain with verification, SSL, primary-domain, redirect, publish, and login-gating status.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

list_app_members ~39

List generated-app runtime users/members for an app. This is separate from Studio project collaborators.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

list_apps ~17

List all applications owned by the authenticated user.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_integrations ~39

List supported integrations and safe connected integration metadata for an app. Tokens/secrets are never returned.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

list_saved_versions ~36

List restorable Saved Versions for an app, including versions created by MCP writes.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

list_secret_keys ~34

List secret key names for an app. Secret values are never returned.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

patch_app_file ~94

Patch one file by replacing exact text. Safer than full overwrite for targeted edits. Creates a Saved Version before changing content.

NameTypeReqDescription
app_idstringyesThe app ID
new_textstringyesReplacement text
old_textstringyesExact existing text to replace
pathstringyesVirtual file path
replace_allbooleanReplace all matches instead of the first match

No output schema declared.

No examples provided.

publish_app ~165

Publish an app - freeze current state and make it live at a URL. Also configures whether the public URL is open, app-login gated, private, or inferred from the app.

NameTypeReqDescription
access_modestringLive access policy. public_open = anyone can view. public_auth = public URL opens but app login is required. private = published snapshot remains owner/collaborator-only. keep = preserve current visi…
app_idstringyesThe app ID to publish
auth_requiredbooleanOptional explicit override for generated-app login requirement. Prefer access_mode when possible.
make_publicbooleanOptional explicit override for whether published URLs are publicly reachable. Prefer access_mode when possible.

No output schema declared.

No examples provided.

query_entity ~91

Query app data records for one entity with optional exact-match filters.

NameTypeReqDescription
app_idstringyesThe app ID
entitystringyesEntity name, for example Patient
filtersobjectExact-match field filters
limitintegerMax records to return
offsetintegerPagination offset
sortstringSort field, prefix with - for descending

No output schema declared.

No examples provided.

read_app_file ~60

Read one source file from an app's virtual filesystem.

NameTypeReqDescription
app_idstringyesThe app ID
max_charsintegerMaximum content characters to return
pathstringyesVirtual file path, for example pages/Home.jsx

No output schema declared.

No examples provided.

read_app_files ~57

Read several source files from an app's virtual filesystem.

NameTypeReqDescription
app_idstringyesThe app ID
max_chars_per_fileintegerMaximum characters per file
pathsarrayyesVirtual file paths to read

No output schema declared.

No examples provided.

remove_app_member ~39

Remove a generated-app runtime member.

NameTypeReqDescription
app_idstringyesThe app ID
user_idstringyesGenerated app user id

No output schema declared.

No examples provided.

remove_custom_domain ~59

Remove the configured custom domain from the app and clean up the platform-side hostname registration when possible.

NameTypeReqDescription
app_idstringyesThe app ID
domainstringOptional configured custom domain. If omitted, removes the current custom domain.

No output schema declared.

No examples provided.

rename_app_file ~115

Rename or move one app source file atomically. Internally stages an upsert at new_path and a delete at old_path, validates the resulting app state, and creates a Saved Version before applying.

NameTypeReqDescription
app_idstringyesThe app ID
forcebooleanApply even if validation reports blocking errors
new_pathstringyesNew virtual file path
old_pathstringyesExisting virtual file path to rename
overwritebooleanAllow replacing an existing file at new_path

No output schema declared.

No examples provided.

restore_file_from_version ~75

Restore one file from a Saved Version instead of restoring the entire app. Creates a Saved Version before changing the file.

NameTypeReqDescription
app_idstringyesThe app ID
confirmbooleanyes
pathstringyesVirtual file path to restore
snapshot_idstringyesSaved Version snapshot ID

No output schema declared.

No examples provided.

restore_saved_version ~94

Compatibility endpoint for full Saved Version restore. MCP cannot execute this operation because it can replace database records without the dedicated in-chat approval flow. Use list_saved_versions and compare_current_to_version for read-only inspection, then ask the authenticated app owner to restore through the Fine Structure UI.

NameTypeReqDescription
app_idstringyesThe app ID
snapshot_idstringyesSaved Version snapshot_id to inspect before restoring in the UI

No output schema declared.

No examples provided.

seed_entity ~126

Compatibility tool for proposing starter-record creation. It never inserts records directly: it creates a pending approval that the app owner must approve or reject in Studio chat. Approval-free initial seed is server-controlled inside create_app and cannot be requested through MCP.

NameTypeReqDescription
app_idstringyesThe app ID
entitystringyesEntity name
modestringappend always proposes creation; skip_if_not_empty proposes only when the entity is empty
reasonstringWhy these records should be created
recordsarrayyesRecords to propose for creation after approval

No output schema declared.

No examples provided.

set_entity_policy ~70

Create or update server-side read/write role policy for an app entity.

NameTypeReqDescription
app_idstringyesThe app ID
entitystringyesEntity name, e.g. Booking
readarrayyesRoles allowed to read
writearrayyesRoles allowed to write

No output schema declared.

No examples provided.

set_primary_domain ~62

Set which app host should be treated as primary for generated links and custom-domain redirects.

NameTypeReqDescription
app_idstringyesThe app ID
domainstringyesPrimary host, for example example.com, www.example.com, or the app subdomain host.

No output schema declared.

No examples provided.

set_route_policy ~78

Create or update a server-owned route policy for a generated app route.

NameTypeReqDescription
allowed_rolesarrayyesAllowed app roles
app_idstringyesThe app ID
redirect_tostring
require_authbooleanyes
routestringyesRoute or wildcard route, e.g. /admin/*

No output schema declared.

No examples provided.

set_secret ~57

Create or update one encrypted app secret. The secret value is never returned.

NameTypeReqDescription
app_idstringyesThe app ID
keystringyesSecret key name
valuestringyesSecret value to encrypt and store

No output schema declared.

No examples provided.

update_ab_test ~135

Update a native A/B test, including active state, variants, traffic, and conversion goal. Creates a Saved Version before the change.

NameTypeReqDescription
app_idstringyesThe app ID
goal_event_filterobjectOptional conversion goal filter
goal_event_typestringOptional conversion goal type
is_activebooleanOptional active state
namestringOptional new name
page_namestringOptional new base route page
test_idstringyesA/B test ID
variantsarrayOptional replacement variants. Traffic must total 100.

No output schema declared.

No examples provided.

update_app ~74

Update an existing application with a new prompt. The AI modifies the app based on your instructions. Creates a Saved Version before the update. Returns a job_id - poll get_job_status to track progress.

NameTypeReqDescription
app_idstringyesThe app ID to update
promptstringyesWhat to change in the app

No output schema declared.

No examples provided.

update_app_member_role ~63

Update a generated-app runtime member role. This cannot assign owner and cannot change the Fine Structure account owner.

NameTypeReqDescription
app_idstringyesThe app ID
rolestringyesNew role
user_idstringyesGenerated app user id

No output schema declared.

No examples provided.

update_entity_metadata ~78

Set relationship/index metadata on an entity schema. This stores metadata in the schema file; DB index creation is automatic where supported by the platform.

NameTypeReqDescription
app_idstringyesThe app ID
entitystringyesEntity name
indexesarray
metadataobject
relationshipsarray

No output schema declared.

No examples provided.

update_entity_record ~97

Compatibility tool for proposing an update to one record by ID. It returns a pending approval and never changes the record until the app owner approves it in Studio chat.

NameTypeReqDescription
app_idstringyesThe app ID
dataobjectyesFields to merge into the record
entitystringyesEntity name
reasonstringWhy this record should be updated
record_idstringyesRecord ID

No output schema declared.

No examples provided.

update_entity_records ~160

Propose updates to exact records. Select explicit record_ids or exact-match filters and provide shared changes, or provide per-record updates. The database remains unchanged until the app owner approves the frozen request in Studio chat.

NameTypeReqDescription
app_idstringyesThe app ID
changesobjectShared fields to merge into every selected record
entitystringyesEntity name
expected_countintegerRequired match count safety check, when known
filtersOne exact-match selector or a list of exact-match selectors
reasonstringWhy these records should be updated
record_idsarrayExact record IDs to update
updatesarrayPer-record changes; use instead of shared changes

No output schema declared.

No examples provided.

update_entity_schema ~88

Replace or shallow-merge an existing entity schema file. Creates a Saved Version before writing.

NameTypeReqDescription
app_idstringyesThe app ID
entitystringyesEntity name
indexesarray
mergeboolean
metadataobject
relationshipsarray
schemaobjectyesSchema fields to set or merge

No output schema declared.

No examples provided.

validate_app ~51

Run deterministic app checks: syntax, imports, routes/pages, entity schemas, missing entities, and recorded runtime errors.

NameTypeReqDescription
app_idstringyesThe app ID
include_runtime_errorsboolean

No output schema declared.

No examples provided.

validate_change_set ~53

Validate current app files plus staged change set files before applying.

NameTypeReqDescription
app_idstringyesThe app ID
change_set_idstringyesChange set ID
include_runtime_errorsboolean

No output schema declared.

No examples provided.

validate_entity_relationships ~34

Validate entity relationship metadata and *_id references against existing entity schemas.

NameTypeReqDescription
app_idstringyesThe app ID

No output schema declared.

No examples provided.

write_app_file ~72

Create or replace one file in an app's virtual filesystem. Creates a Saved Version before changing content.

NameTypeReqDescription
app_idstringyesThe app ID
contentstringyesComplete file contents
file_typestringOptional file type override
pathstringyesVirtual file path

No output schema declared.

No examples provided.