Atlas entry
mcp. senaro. ai
19 capabilities over MCP. First atlas observation.
19 tools. 1 only reads. 17 only compute. 1 has no reading.◇
AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.
AI readings summary · beta
The service lists 19 tools, and 18 have AI readings.
list_defaults is read as read-only.
Written by code from the AI readings on this page: it groups them and says nothing they do not.
What an agent can do here
AI readings, beta · Readings on 18 of 19 MCP tools.
Moves money
0
No tool read this way.
Deletes or cancels records
0
No tool read this way.
Sends messages to people
0
No tool read this way.
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.
No counted reading 1 tool No reading was counted, so any effect above is possible for it: server_info.
What changed
First atlas observation. Atlas history
Look first
AI reading, beta: AI adds items here; it never removes one.
No tool is read as one of the six effects. A zero is a count, not a clearance.
Surfaces
5 protocols checked
| ARD | Not found | No document retrieved |
|---|---|---|
| A2A | Not found | 0 skills |
| MCP | Valid | 2026-07-28 · 19 tools · 0 resources · 0 prompts |
| OpenAPI | Not detected | 0 operations |
| WebMCP | Not detected | 0 declarative form tools · experimental |
Exact states and meaning
- ARDabsent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- A2Aabsent
Exact state: not found · 0 skills
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- MCPobserved
Exact state: valid · Revision 2026-07-28 · 19 tools · 0 resources · 0 prompts
A usable protocol document was retrieved and validated.
Directly observed
- OpenAPIabsent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
- WebMCPabsent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched
Capabilities
Showing 19 of 19.
| Tool and inputs | ◇ AI reading, beta · confidence | ||||||
|---|---|---|---|---|---|---|---|
| Read as none of the six 18 Not a clearance. | |||||||
| cash_advance_apr_pct*, cash_advance_balance*, cash_advance_fee_min, cash_advance_fee_pct and 5 more | Computes only, changes nothing0.80 | ||||||
| |||||||
| annual_pmi_rate_pct, annual_rate_pct*, chart_title, current_balance* and 7 more | Computes only, changes nothing0.88 | ||||||
| |||||||
| apply_rate_cap, cards*, chart_title, extra_monthly_payment and 7 more | Computes only, changes nothing0.85 | ||||||
| |||||||
| cards* | Computes only, changes nothing0.85 | ||||||
| |||||||
| annual_rate_pct*, apply_default_inflation, chart_title, compounds_per_year and 5 more | Computes only, changes nothing0.90 | ||||||
| |||||||
| additional_income, annual_income, existing_debts, family_size and 16 more | Computes only, changes nothing0.86 | ||||||
| |||||||
| chart_title, current_savings, dependents, has_dual_income and 3 more | Computes only, changes nothing0.88 | ||||||
| |||||||
| annual_rate_pct*, chart_bucket, chart_title, extra_monthly_payment and 4 more | Computes only, changes nothing0.88 | ||||||
| |||||||
| annual_gross_income, annual_return_pct*, chart_title, filing_status and 5 more | Computes only, changes nothing0.84 | ||||||
| |||||||
| chart_title, closing_costs, compute_economic_break_even, current_annual_rate_pct* and 8 more | Computes only, changes nothing0.91 | ||||||
| |||||||
| annual_inflation_rate_pct, chart_title, current_savings*, monthly_essential_expenses* and 3 more | Computes only, changes nothing0.85 | ||||||
| |||||||
| bt_apr_pct, bt_fee_pct, bt_manual_transfers, bt_offers and 13 more | Computes only, changes nothing0.85 | ||||||
| |||||||
| annual_gross_income, closing_cost_pct, down_payment_amount, down_payment_pct and 17 more | Computes only, changes nothing0.88 | ||||||
| |||||||
| apply_rate_cap, cards*, chart_title, extra_monthly_payment and 1 more | Computes only, changes nothing0.90 | ||||||
| |||||||
| annual_gross_income, chart_title, debt_apr_pct*, debt_balance* and 13 more | Computes only, changes nothing0.80 | ||||||
| |||||||
| age_65_plus_count, annual_gross_income, apply_tax_benefit, basis_capitalizable_pct_override and 29 more | Computes only, changes nothing0.85 | ||||||
| |||||||
| category, name, verbose | Reads only0.86 | ||||||
| |||||||
| annual_salary*, chart_title, contribution_pct*, has_true_up and 5 more | Computes only, changes nothing0.85 | ||||||
| |||||||
| No counted reading 1 No reading was counted, so any effect is possible. | |||||||
| no inputs | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.
Not observed in this Passport: A2A skills, MCP resources, MCP prompts, OpenAPI operations.
The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.
The comparison with the previous observation is shown only to the account that recorded it.
Atlas history
1 observation
- 19 capabilities · MCP 2026-07-28 · MCP endpoint validFirst observation
Fingerprint and versions
- Fingerprint
8a2a29a6e0f927aeb9aa6e6c70f150c1765bba453afc8148c45ba495401fd24e- Passport schema
- 0.5.0, passport-semantic-v4
- Consistency
- MCP_PROMPTS_ADVERTISEMENT_LIST: match · MCP_RESOURCES_ADVERTISEMENT_LIST: match · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable
Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.
Declared and observed
19 tools declare hints; the AI readings agree with all 18 that have a reading.
A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.
About this entry
ai.senaro/personal-financeListedOfficial MCP Registry · first listed 13 Sep 2026 · last listed 25 Oct 2026
Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal
Identity and snapshot
- Target key
sha256:4cb21071e49ddf659ccc4bcd56b93ca24eb0d7318147f9b83fb0f35dd40e2ecf- Locator SHA-256
6879214ef7eb04700524161579d6b134e22be5dfbfe203fc11e6f57c74e76b19- Snapshot generated
- 11 Nov 2026, 22:36 UTC
The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.

