Atlas entry
mcp- server- andru- intelligence. onrender. com
37 capabilities over MCP. First atlas observation.
37 capabilities, 36 of them tools. 10 only read. 1 changes records, and it deletes or cancels. 25 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 11 have AI readings.
cancel_job is read as deleting or cancelling records.
10 tools are read as read-only, including get_market_signals, whoami and get_memory_history.
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 11 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_job0.86
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 25 tools No reading was counted, so any effect above is possible for them: assess_company_readiness, batch_fit_score, classify_opportunity, consult_agent, discover_prospects, generate_asset, generate_portfolio_brief, get_account_plan, get_asset, get_competitive_positioning and 15 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 · 0.86
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
- 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 2025-11-25 · 36 tools · 1 resource · 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 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* | Deletes or cancels records 0.86 | Deletes or cancels records0.86 | |||||
| |||||||
| Read as none of the six 10 Not a clearance. | |||||||
| no inputs | Reads only0.88 | ||||||
| |||||||
| no inputs | Reads only0.80 | ||||||
| |||||||
| industry, limit, minRelevance, signalType and 1 more | Reads only0.82 | ||||||
| |||||||
| category*, key* | Reads only0.84 | ||||||
| |||||||
| companySize, industry, productDescription, targetRole and 2 more | Reads only0.80 | ||||||
| |||||||
| idempotencyKey, maxAmountCents, portfolioId*, quoteId | Reads only0.80 | ||||||
| |||||||
| category, keyPattern, memoryType | Reads only0.90 | ||||||
| |||||||
| available_only, group, limit, query | Reads only0.88 | ||||||
| |||||||
| no inputs | Reads only0.90 | ||||||
| |||||||
| no inputs | Reads only0.85 | ||||||
| |||||||
| No counted reading 25 No reading was counted, so any effect is possible. | |||||||
| companyName, idempotencyKey, maxAmountCents, metrics* and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| companies* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| championIdentified, companyName*, competitorInvolved, contactTitle and 12 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| history, idempotencyKey, maxAmountCents, message* and 2 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| companyName, coreCapability, idempotencyKey, industry and 4 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| asset*, prospectCompany, prospectContact | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| companies, idempotencyKey, maxAmountCents, periodEnd and 4 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| accountName*, idempotencyKey, maxAmountCents, productDescription and 2 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| asset_id, job_id | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| competitorFeatures, competitorName*, context, productDescription and 2 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| companyName, dealContext, employeeCount, geography and 6 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| buyerIndustry, buyerPainPoints, buyerSize, productDescription and 3 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| companyName, domain, employeeCount, geography and 8 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| channel, personaType, productDescription, segment and 3 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| companyName, meeting, meetingId, room and 2 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| arrTarget*, avgCycleLength, companyStage*, dealSize and 4 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| arrRange, idempotencyKey, maxAmountCents, productDescription* and 3 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| category*, confidence, domain, key* and 2 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| previewId, website | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| arguments, tool* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| productDescription, targetRole, vertical, website | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| agentName, email*, foundVia, previewId and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| requestId* | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| agentName, code*, email*, foundVia | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| brief_id, idempotencyKey, maxAmountCents, meeting and 14 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| MCP resources 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, 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
- 37 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
- Fingerprint
51c1df06f9affbce502309467845fa4b43d61086ec71ad0c4bf9d78c59544e8b- 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 11 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-intelligenceListedOfficial 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
sha256:10eeaa8c97b5df89d411248c652ac130028504209e3254a2fd741765cfd08f17- Locator SHA-256
9f892b004352057c6692026b83168f75a7bc1d55950c4929fe1f2ddbb6397de0- 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.

