Atlas entry

`mcp.andru-ai.com`

37 capabilities over MCP. First atlas observation.

Observed 7 Nov 2026, 04:01 UTC · passive: no tools called, no credentials sent · sha256:d1b2ac…d1c1

37 capabilities, 36 of them tools. 8 only read. 1 only computes. 3 change records, and 1 of those deletes or cancels. 24 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 36 tools, and 12 have AI readings.

cancel_job is read as deleting or cancelling records.

signup_verify and generate_asset are read as creating records.

8 tools are read as read-only, including get_founder_context, get_revenue_memory and whoami.

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 12 of 36 MCP tools. 1 reads as deleting or cancelling.

Moves money
0
No tool read this way.
Deletes or cancels records
1 tool
- cancel_job0.84
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 24 tools No reading was counted, so any effect above is possible for them: assess_company_readiness, classify_opportunity, consult_agent, discover_prospects, generate_portfolio_brief, get_account_plan, get_asset, get_competitive_positioning, get_disqualification_signals, get_evaluation_criteria and 14 more.

What changed

First atlas observation. Atlas history

Look first

AI reading, beta: AI adds items here; it never removes one.

cancel_jobDeletes or cancels records · 0.84

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 36 tools · 1 resource · prompts not advertised
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 · 36 tools · 1 resource · prompts not advertised
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

37 · inventory complete

Showing 37 of 37.

Tool and inputs							◇ AI reading, beta · confidence
Read as one of the six effects 1 AI only raises attention: these rows come first.
job_id*◇ AIDeletes or cancels records 0.84		Deletes or cancels records 0.84					Deletes or cancels records0.84
`cancel_job` inputs `job_id` (required) AI Deletes or cancels records 0.84
Read as none of the six 11 Not a clearance.
companies*							Computes only, changes nothing0.82
`batch_fit_score` inputs `companies` (required) AI Computes only, changes nothing 0.82
asset*, prospectCompany, prospectContact							Creates records0.82
`generate_asset` inputs `asset` (required), `prospectCompany`, `prospectContact` AI Creates records 0.82
no inputs							Reads only0.88
`get_founder_context` AI Reads only 0.88
no inputs							Reads only0.84
`get_icp_profile` AI Reads only 0.84
category, key							Reads only0.84
`get_memory_history` inputs `category` (required), `key` (required) AI Reads only 0.84
companySize, industry, productDescription, targetRole and 2 more							Reads only0.85
`get_persona_profile` inputs `companySize`, `industry`, `productDescription`, `targetRole` and 2 more AI Reads only 0.85
category, keyPattern, memoryType							Reads only0.88
`get_revenue_memory` inputs `category`, `keyPattern`, `memoryType` AI Reads only 0.88
available_only, group, limit, query							Reads only0.88
`list_assets` inputs `available_only`, `group`, `limit`, `query` AI Reads only 0.88
no inputs							Reads only0.90
`list_my_assets` AI Reads only 0.90
agentName, code, email, foundVia							Creates records0.82
`signup_verify` inputs `agentName`, `code` (required), `email` (required), `foundVia` AI Creates records 0.82
no inputs							Reads only0.90
`whoami` AI Reads only 0.90
No counted reading 24 No reading was counted, so any effect is possible.
companyName, idempotencyKey, maxAmountCents, metrics* and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`assess_company_readiness` inputs `companyName`, `idempotencyKey`, `maxAmountCents`, `metrics` (required) and 1 more
championIdentified, companyName*, competitorInvolved, contactTitle and 12 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`classify_opportunity` inputs `championIdentified`, `companyName` (required), `competitorInvolved`, `contactTitle` and 12 more
history, idempotencyKey, maxAmountCents, message* and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`consult_agent` inputs `history`, `idempotencyKey`, `maxAmountCents`, `message` (required) and 2 more
companyName, coreCapability, idempotencyKey, industry and 4 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`discover_prospects` inputs `companyName`, `coreCapability`, `idempotencyKey`, `industry` and 4 more
companies, idempotencyKey, maxAmountCents, periodEnd and 4 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`generate_portfolio_brief` inputs `companies`, `idempotencyKey`, `maxAmountCents`, `periodEnd` and 4 more
accountName*, idempotencyKey, maxAmountCents, productDescription and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_account_plan` inputs `accountName` (required), `idempotencyKey`, `maxAmountCents`, `productDescription` and 2 more
asset_id, job_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_asset` inputs `asset_id`, `job_id`
competitorFeatures, competitorName*, context, productDescription and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_competitive_positioning` inputs `competitorFeatures`, `competitorName` (required), `context`, `productDescription` and 2 more
companyName, dealContext, employeeCount, geography and 6 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_disqualification_signals` inputs `companyName`, `dealContext`, `employeeCount`, `geography` and 6 more
buyerIndustry, buyerPainPoints, buyerSize, productDescription and 3 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_evaluation_criteria` inputs `buyerIndustry`, `buyerPainPoints`, `buyerSize`, `productDescription` and 3 more
companyName, domain, employeeCount, geography and 8 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_icp_fit_score` inputs `companyName`, `domain`, `employeeCount`, `geography` and 8 more
industry, limit, minRelevance, signalType and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_market_signals` inputs `industry`, `limit`, `minRelevance`, `signalType` and 1 more
channel, personaType, productDescription, segment and 3 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_messaging_framework` inputs `channel`, `personaType`, `productDescription`, `segment` and 3 more
idempotencyKey, maxAmountCents, portfolioId*, quoteId	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_portfolio_readiness_rollup` inputs `idempotencyKey`, `maxAmountCents`, `portfolioId` (required), `quoteId`
companyName, meeting, meetingId, room and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_pre_brief` inputs `companyName`, `meeting`, `meetingId`, `room` and 2 more
arrTarget, avgCycleLength, companyStage, dealSize and 4 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_sales_blueprint` inputs `arrTarget` (required), `avgCycleLength`, `companyStage` (required), `dealSize` and 4 more
arrRange, idempotencyKey, maxAmountCents, productDescription* and 3 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_thesis_match` inputs `arrRange`, `idempotencyKey`, `maxAmountCents`, `productDescription` (required) and 3 more
category, confidence, domain, key and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`log_revenue_insight` inputs `category` (required), `confidence`, `domain`, `key` (required) and 2 more
previewId, website	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`preview_company` inputs `previewId`, `website`
arguments, tool*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`quote` inputs `arguments`, `tool` (required)
productDescription, targetRole, vertical, website	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`set_product_context` inputs `productDescription`, `targetRole`, `vertical`, `website`
agentName, email*, foundVia, previewId and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`signup_start` inputs `agentName`, `email` (required), `foundVia`, `previewId` and 1 more
requestId*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`signup_status` inputs `requestId` (required)
brief_id, idempotencyKey, maxAmountCents, meeting and 14 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`simulate_buyer_persona` inputs `brief_id`, `idempotencyKey`, `maxAmountCents`, `meeting` and 14 more
MCP resources 1 Not read by AI.
no inputs							Not read
`name not shown`

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 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

7 Nov 2026, 04:01 UTC37 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
d1b2aca77288f8c26d0f4675753b643ec138adc3af5e1c89a20a1c73e761d1c1
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · 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

36 tools declare hints; the AI readings agree with all 12 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.geter-andru/andru-intelligence
Listed
Official MCP Registry · first listed 7 Nov 2026 · last listed 7 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: sha256:54e3bae0fd313c0c49ba39463496cced59ce661c8793f34f822520e60eaa92a4
Locator SHA-256: d1e59e47feee0fd354000c6628dea1a807ebf8728542c9d8233a4e9d0544db91
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.

Capability facts

As observed from outside, at the time below

Observed: 7 Nov 2026, 04:01 UTC
Signed: 7 Nov 2026, 14:11 UTC

Protocols: MCP
Tools: 36
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 0
Deletes or cancels records: 1
Sends messages to people: 0
Changes permissions: 0
Runs code: 0
Asks a person: 0

36 tools examined; 12 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