Atlas entry
ainetcafe.
14 capabilities over MCP. The inventory is incomplete. First atlas observation.
14 tools. 8 only compute. 6 have 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 14 tools, and 8 have AI readings.
regex_test: Lists each regex match in sample text with its offset and capture groups, including named groups.
json_format: Validates a JSON input and returns it reformatted with two-space indentation, or the location of any syntax error.
screenshot_url: Returns a PNG image capturing the entire rendered page at a given address, with an optional width.
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 8 of 14 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 6 tools No reading was counted, so any effect above is possible for them: json_format, jwt_decode, make_qr, redact_text, screenshot_url, what_can_you_do.
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 | invalid | 0 skills |
| MCP | Valid | 2026-07-28 · 14 tools · resources not advertised · prompts not advertised |
| 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
- A2Afailed
Exact state: invalid · Revision 1.0 · 0 skills
InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.
Not observed / not fetched
- MCPobserved
Exact state: valid · Revision 2026-07-28 · 14 tools · resources not advertised · prompts not advertised
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 14 of 14.
| Tool and inputs | ◇ AI reading, beta · confidence | ||||||
|---|---|---|---|---|---|---|---|
| Read as none of the six 8 Not a clearance. | |||||||
| Returns the lines added and removed between two text inputs, with line numbers, using a deterministic line-diff algorithm.a*, b* | Computes only, changes nothing0.85 | ||||||
| |||||||
| Converts pasted text between JSON and YAML, detecting the input format automatically and returning the parser message on failure.text*, to | Computes only, changes nothing0.80 | ||||||
| |||||||
| Lists each regex match in sample text with its offset and capture groups, including named groups.flags, pattern*, text* | Computes only, changes nothing0.85 | ||||||
| |||||||
| No purpose line: the tool declares too little to read.dialect, request, schema | Computes only, changes nothing0.81 | ||||||
| |||||||
| Converts a date-time from one IANA time zone to another, or returns the current time in a given zone.from, time, to | Computes only, changes nothing0.85 | ||||||
| |||||||
| Converts a SQL query between database dialects, such as MySQL, Postgres, or BigQuery, and reports syntax errors with line and column.read, sql*, write* | Computes only, changes nothing0.85 | ||||||
| |||||||
| Converts a value between units of distance, mass, temperature, land area, capacity, speed, or digital storage.from, to, value | Computes only, changes nothing0.81 | ||||||
| |||||||
| Checks whether a text string is valid JSON and has required top-level keys of the expected types, listing any violations found.schema, text* | Computes only, changes nothing0.90 | ||||||
| |||||||
| No counted reading 6 No reading was counted, so any effect is possible. | |||||||
| Validates a JSON input and returns it reformatted with two-space indentation, or the location of any syntax error.indent, json, url | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Reports the decoded contents of a JWT's header and body, including expiry timing, without checking its signature.token* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Converts supplied text or a web address into a QR code image in PNG format for embedding or download.text* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Converts text by masking emails, phone numbers, keys, card and ID numbers, and IPs, returning a restore map.only, text* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Returns a PNG image capturing the entire rendered page at a given address, with an optional width.url, width | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Returns the server tools that match a plain-language task, with ready-to-run example calls and multi-step recipes.task* | 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.
A2A skills 0+ observed
Inventory incomplete. The displayed count is a lower bound; missing items do not prove removal.
None recorded in this Passport.
Not observed in this Passport: 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
- 14 capabilities · MCP 2026-07-28 · MCP endpoint validFirst observation
Fingerprint and versions
- Fingerprint
a9ac8cbd47e92ab3b50a376378ff7e55f7be60c7a34eae4fc641526441688a3f- Passport schema
- 0.5.0, passport-semantic-v4
- Consistency
- MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · MCP_RESOURCES_ADVERTISEMENT_LIST: not applicable · 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
9 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
com.ainetcafe/netcafe-devkitListedOfficial MCP Registry · first listed 17 Sep 2026 · last listed 2 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:f6ffe45388068bad0db5a12e85850f88d3582457a2652fe5e04ea88141833d55- Locator SHA-256
66a203bd438cdfb5afe21fc0715bcb75707bd4d897ce6be9b4280da9fd028cef- Snapshot generated
- 14 Nov 2026, 08:50 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.