Atlas entry

`mcp.needanai.com`

15 capabilities over MCP. First atlas observation.

Observed 3 Nov 2026, 04:00 UTC · passive: no tools called, no credentials sent · sha256:ba50df…a540

Capability facts

As observed from outside, at the time below

Observed: 3 Nov 2026, 04:00 UTC
Signed: 3 Nov 2026, 21:16 UTC

Protocols: MCP
Tools: 14
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 0
Deletes or cancels records: 0
Sends messages to people: 0
Changes permissions: 0
Runs code: 0
Asks a person: 0

14 tools examined; 0 counted above a measured threshold.

Declared vs read disagreements

Declared read-only, read as writing: 0
Declared destructive, read as not writing: 0
Declared non-destructive, read as deleting: 0
Declared closed-world, read as reaching out: 0

Change since previous: First observation
Label status: Current

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 14 tools · 0 resources · 1 prompt
OpenAPI	Not detected	0 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
absent
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
A2A
absent
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
MCP
observed
Exact state: valid · Revision 2025-11-25 · 14 tools · 0 resources · 1 prompt
A usable protocol document was retrieved and validated.
Directly observed
OpenAPI
absent
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
WebMCP
absent
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

15 · inventory complete

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.

MCP tools 14

check_status
inputs slug (required)
compare_tools
inputs slugs (required)
export_tools
inputs category, format, maxRows, pricing and 2 more
find_alternatives
inputs limit, samePricing, slug (required)
get_article
inputs slug (required)
get_tool
inputs slug (required)
list_taxonomy
inputs kind (required)
list_watches
recommend_for_task
inputs budget, limit, task (required)
search_articles
inputs category, limit, query
search_tools
inputs category, page, perPage, pricing and 3 more
submit_tool
inputs description (required), name (required), pricingType, url (required)
unwatch_tool
inputs id (required)
watch_tool
inputs channel (required), slug (required), target (required)

MCP prompts 1

find_tool_for

Not observed in this Passport: A2A skills, MCP resources, OpenAPI operations.

Declared and observed

14 tools declare hints; the AI readings agree with all 0 that have a reading.

A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.

Atlas history

1 observation

3 Nov 2026, 04:00 UTC15 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
ba50dfdd58581da983e99ef77b1f8c968f3359a68c2240cf15ab5b678bc6a540
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.

About this entry

com.needanai/catalog
Listed
Official MCP Registry · first listed 3 Nov 2026 · last listed 3 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: sha256:6334a6960b16f20489153b553d07cca7f756bae7ac5cec811fc78ab74bc426f8
Locator SHA-256: f659ad5aeb768bff1ded69f1a3daed17d8d2d0df0b453444ced7230e9dfdfed8
Snapshot generated: 4 Nov 2026, 00:59 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.