Atlas entry

`agentforge-taupe.vercel.app`

29 capabilities over MCP. The inventory is incomplete. First atlas observation.

Observed 5 Nov 2026, 12:40 UTC · passive: no tools called, no credentials sent · sha256:e448ef…d201

29 tools. 17 only read. 1 only computes. 11 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 29 tools, and 18 have AI readings.

17 tools are read as read-only, including token_intel, solana_program_lookup and solana_token_risk_scan.

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 18 of 29 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 11 tools No reading was counted, so any effect above is possible for them: content_scan, contract_docs, preflight, send_feedback, signature_check, summarize, token_research, trade_check, translate, tx_simulate and 1 more.

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	2025-11-25 · 29 tools · resources not advertised · 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
failed
Exact state: invalid · Revision 1.0 · 0 skills
InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.
Not observed / not fetched
MCP
observed
Exact state: valid · Revision 2025-11-25 · 29 tools · resources not advertised · 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

29 · inventory incomplete

Showing 29 of 29.

Tool and inputs							◇ AI reading, beta · confidence
Read as none of the six 18 Not a clearance.
addresses*, chain							Reads only0.85
`address_check` inputs `addresses` (required), `chain` AI Reads only 0.85
address*, chain							Reads only0.80
`approval_scan` inputs `address` (required), `chain` AI Reads only 0.80
address*, chain, lookbackHours							Reads only0.80
`contract_monitor` inputs `address` (required), `chain`, `lookbackHours` AI Reads only 0.80
chain							Reads only0.88
`gas_oracle` inputs `chain` AI Reads only 0.88
chain, limit, maxRiskScore, minLiquidityUsd and 1 more							Reads only0.88
`launch_feed` inputs `chain`, `limit`, `maxRiskScore`, `minLiquidityUsd` and 1 more AI Reads only 0.88
address*, chain							Reads only0.90
`lending_health` inputs `address` (required), `chain` AI Reads only 0.90
chain, limit, offset, order and 4 more							Reads only0.90
`pool_snapshot` inputs `chain`, `limit`, `offset`, `order` and 4 more AI Reads only 0.90
address*, chain							Reads only0.80
`registry_lookup` inputs `address` (required), `chain` AI Reads only 0.80
chain, tokens*							Reads only0.84
`risk_batch` inputs `chain`, `tokens` (required) AI Reads only 0.84
context, text*							Computes only, changes nothing0.80
`sentiment` inputs `context`, `text` (required) AI Computes only, changes nothing 0.80
programId*							Reads only0.86
`solana_program_lookup` inputs `programId` (required) AI Reads only 0.86
mint*							Reads only0.80
`solana_token_risk_scan` inputs `mint` (required) AI Reads only 0.80
signature*							Reads only0.80
`solana_tx_explain` inputs `signature` (required) AI Reads only 0.80
transaction*							Reads only0.80
`solana_tx_simulate` inputs `transaction` (required) AI Reads only 0.80
chain, compare, primary							Reads only0.80
`token_compare` inputs `chain`, `compare` (required), `primary` (required) AI Reads only 0.80
address*, chain							Reads only0.85
`token_intel` inputs `address` (required), `chain` AI Reads only 0.85
address*, chain							Reads only0.80
`token_risk_metrics` inputs `address` (required), `chain` AI Reads only 0.80
chain, txHash*							Reads only0.84
`tx_decode` inputs `chain`, `txHash` (required) AI Reads only 0.84
No counted reading 11 No reading was counted, so any effect is possible.
items, text	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`content_scan` inputs `items`, `text`
address*, chain, focusFunctions	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`contract_docs` inputs `address` (required), `chain`, `focusFunctions`
chain, expectedMaxUsd, from, paymentRequired and 4 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`preflight` inputs `chain`, `expectedMaxUsd`, `from`, `paymentRequired` and 4 more
contact, endpoint, message, type	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`send_feedback` inputs `contact`, `endpoint`, `message` (required), `type` (required)
chain, expectedMaxUsd, paymentRequired, signer and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`signature_check` inputs `chain`, `expectedMaxUsd`, `paymentRequired`, `signer` and 1 more
focus, format, maxLength, text*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`summarize` inputs `focus`, `format`, `maxLength`, `text` (required)
chain, include, query*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`token_research` inputs `chain`, `include`, `query` (required)
address*, chain	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`trade_check` inputs `address` (required), `chain`
sourceLanguage, targetLanguage, text, tone	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`translate` inputs `sourceLanguage`, `targetLanguage` (required), `text` (required), `tone`
chain, from, transactions	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`tx_simulate` inputs `chain`, `from` (required), `transactions` (required)
chain, depth, targetContract, walletAddress*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`wallet_safety` inputs `chain`, `depth`, `targetContract`, `walletAddress` (required)

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

5 Nov 2026, 12:40 UTC29 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
e448ef95208771e7f4b3b2da51dd0ee0811dc4324f0eec37b6df914d4129d201
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

29 tools declare hints; the AI readings agree with all 18 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.acarchidi/agentforge
Listed
Official 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: sha256:681d7f125c915542220a4c6cfb92fba8b0d51c327d74bf461ac9b03b527bcd7c
Locator SHA-256: 51b45af574ad5d066660d6cf33e1368b03d1917c7a99653fa3967413c01f2f0b
Snapshot generated: 5 Nov 2026, 14:55 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: 5 Nov 2026, 12:40 UTC
Signed: 5 Nov 2026, 12:49 UTC

Protocols: MCP
Tools: 29
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

29 tools examined; 18 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