Atlas entry
fermi.kromatic.com
9 capabilities over MCP. First atlas observation.
9 capabilities, 6 of them tools. 2 only read. 1 only computes. 1 moves money. 1 sends messages. 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 6 tools, and 5 have AI readings.
buy_credits is read as moving money.
send_feedback is read as sending messages to people.
get_estimate_result and check_account_and_credits are 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 5 of 6 MCP tools. 1 reads as moving money, 1 reads as sending messages.
Moves money
1 tool
buy_credits0.84
Deletes or cancels records
0
No tool read this way.
Sends messages to people
1 tool
send_feedback0.83
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: list_my_estimates.
What changed
First atlas observation. Atlas history
Look first
AI reading, beta: AI adds items here; it never removes one.
buy_creditsMoves money · 0.84send_feedbackSends messages to people · 0.83
Surfaces
5 protocols checked
| ARD | Not found | No document retrieved |
|---|---|---|
| A2A | Not found | 0 skills |
| MCP | Valid | 2026-07-28 · 6 tools · 2 resources · 1 prompt |
| 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 · 6 tools · 2 resources · 1 prompt
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 9 of 9.
| Tool and inputs | ◇ AI reading, beta · confidence | ||||||
|---|---|---|---|---|---|---|---|
| Read as one of the six effects 2 AI only raises attention: these rows come first. | |||||||
| api_key, credits* | Moves money 0.84 | Moves money0.84 | |||||
| |||||||
| api_key, error_text, estimate_id, expected and 9 more | Sends messages to people 0.83 | Sends messages to people0.83 | |||||
| |||||||
| Read as none of the six 3 Not a clearance. | |||||||
| api_key | Reads only0.90 | ||||||
| |||||||
| api_key, callback_url, context, coverage_probability and 8 more | Computes only, changes nothing0.80 | ||||||
| |||||||
| api_key, estimate_id* | Reads only0.88 | ||||||
| |||||||
| No counted reading 1 No reading was counted, so any effect is possible. | |||||||
| api_key, limit, offset | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| MCP resources 2 Not read by AI. | |||||||
| no inputs | Not read | ||||||
| |||||||
| no inputs | Not read | ||||||
| |||||||
| MCP prompts 1 Not read by AI. | |||||||
| no inputs | Not read | ||||||
| |||||||
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, 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
- 9 capabilities · MCP 2026-07-28 · MCP endpoint validFirst observation
Fingerprint and versions
- Fingerprint
714985a75f5d16a80fbfc328d10a8f2309dd2c8c11be3d910b0b6f3ca6042809- 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
6 tools declare hints; the AI readings agree with all 5 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
io.github.Kromatic-Innovation/fermiListedOfficial MCP Registry · first listed 5 Nov 2026 · last listed 5 Nov 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
sha256:5ec1ef68c8b56aff8631e8df3ee6dac1ab7bbd42340fd0d36e9331aeb8318a53- Locator SHA-256
65c3afc8a6ff2bc67d5280c1492969992aeb6967718da44d12afe0a1f85a1ca4- Snapshot generated
- 5 Nov 2026, 12:20 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.