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Webhound

NPM · WEBHOUND-MCP · 2 COMPONENTS · SCANNED AUG 3

Budgeted reports and datasets with Hound, Webhound's DeepSeek V4 Pro + GPT-5.4 research harness.

+10 this week 77 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security100
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • No install/post-install scripts declared.Pass
  • No production dependencies, so there is no dependency health to assess. View diagnostics → Pass
Provenance & Transparency71
  • Repository check failed: no source repository is declared. See how to fix → View diagnostics → Fail
  • Cryptographically verified build provenance (signed, bound to WebhoundAI/webhound-mcp). View diagnostics → Pass
  • Clear OSI-approved license (MIT).Pass
  • Actively maintained (last published 7 days ago).Pass
  • Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability82
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 4056 tokens (~126/item across 32 items; 30 tools + 2 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage76
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 14% of tool parameters carry a description.Partial
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

npm · webhound-mcp

# add to Claude Code
claude mcp add ai-webhound-webhound -- npx -y webhound-mcp
# add to Codex CLI
codex mcp add ai-webhound-webhound -- npx -y webhound-mcp
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-webhound-webhound": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "webhound-mcp"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-webhound-webhound --command npx --arg -y --arg webhound-mcp
# ~/.hermes/config.yaml
mcp_servers:
  ai-webhound-webhound:
    command: "npx"
    args: ["-y", "webhound-mcp"]
// mcp.json
{
  "mcpServers": {
    "ai-webhound-webhound": {
      "command": "npx",
      "args": [
        "-y",
        "webhound-mcp"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Aug 26 +4
    • Stability: unverified → 0.27 functional
  • 31 Jul 26 +6
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 67

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Analysed npm/[email protected]

Provenance verified

Ecosystem: npm · Outcome: verified

Reason: verified

Source repo:
WebhoundAI/webhound-mcp
Certificate issuer:
https://token.actions.githubusercontent.com
Certificate SAN:
https://github.com/WebhoundAI/webhound-mcp/.github/workflows/publish.yml@refs/tags/v0.5.2
Rekor log index:
2255214024
Predicate type:
https://slsa.dev/provenance/v1
Subject digest:
sha512:73ad08e585ff537724318cb91a262c00280155bc3675c540266485452d8dfa2e268cb5e08fe2f0265b0e5bbfe6a24f863b1af9640d2915480bfe2997a
Discovery method:
attestation_endpoint
Dependencies 0 packages

0 packages in the resolved dependency tree.

MCP tools — 30 exposed · ~2,555 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
webhound_account ~26

Read credits, recent usage, free-run status, and defaults. Does not spend.

Input schema present but exposes no named parameters.

NameTypeReqDescription
action_startedboolean
api_message
authenticatedboolean
auto_recharge_enabledboolean
billing
billing_configured_for_uninterrupted_runsboolean
billing_url
blockedboolean
body
can_start_default_paid_runboolean
codestring
credits
current_balancenumber
data
defaults
error
error_detailsobject
free_run
messagestring
next_actionstring|null
next_actionsarray
no_spendboolean
okbooleanyes
original_toolstring
requirednumber
research_harnessstring
retry_after_user_confirmsobject
retryableboolean
schema_versionstringyes
session_startedboolean
status
summarystringyes
toolstringyes
top_up_urlstring
usageobject
user_message_templatestring

No examples provided.

webhound_add_budget ~60

Add research budget and optional guidance/context to a session.

NameTypeReqDescription
amountnumberyes
context_session_idsarray
file_idsarray
guidancestring
session_idstringyes
NameTypeReqDescription
acceptedboolean
action_startedboolean
activityobject
agent_instruction
agents
alertsarray
amountnumber
amount_addednumber
api_message
assembly_triggeredboolean
auto_recharge_enabledboolean
billing_url
blockedboolean
body
budgetnumber
budget_control
checked_atstring
codestring
completion_reasonstring|null
completion_statestring
costnumber
credit_limitnumber
current_balancenumber
current_budgetnumber
current_spendnumber
data
dataset
documents
doneboolean
error
error_detailsobject
followup_check_in
forbidden_next_toolsarray
free_run
guidance_addedboolean
healthyboolean
is_runningboolean
kindstring
mcp_next_actionstring
messagestring
message_idstring
namestring
new_budgetnumber
next_actionstring|null
next_actionsarray
no_spendboolean
okbooleanyes
original_toolstring
output_readyboolean
previous_budgetnumber
productstring
requirednumber
research_harnessstring
resumedboolean
retry_after_user_confirmsobject
retryableboolean
runtime_estimate
schema_versionstringyes
session_idstring
session_startedboolean
session_typestring
sidecar_guidance
status
status_snapshot
stoppedboolean
successful_completionboolean
summarystringyes
toolstringyes
top_up_urlstring
total_spentnumber
urlstring
user_message_templatestring

No examples provided.

webhound_add_sidecar_notes ~73

Save concrete source-backed notes or hypotheses found by the calling agent while Webhound keeps running. No spend. Does not interrupt the Planner/Executor/Verifier cycle and does not change session status. Do not use for user intent changes.

NameTypeReqDescription
notesarrayyes
session_idstringyes
NameTypeReqDescription
action_startedboolean
api_message
auto_recharge_enabledboolean
billing_url
blockedboolean
body
codestring
countinteger
current_balancenumber
data
error
error_detailsobject
interruptingboolean
messagestring
next_actionstring|null
next_actionsarray
no_spendboolean
notestring
notesarray
okbooleanyes
original_toolstring
requirednumber
retry_after_user_confirmsobject
retryableboolean
saved
schema_versionstringyes
session_idstring
session_startedboolean
skipped
status
summarystringyes
toolstringyes
top_up_urlstring
user_message_templatestring

No examples provided.

webhound_diagnose ~73

Explain whether a session is healthy, done, usable, and what to do next. For a healthy running session, the correct next action is to keep waiting; budget use is the point of the run. Do not stop or force finalization because the run is slow.

NameTypeReqDescription
session_idstringyes
NameTypeReqDescription
acceptedboolean
action_startedboolean
activityobject
agent_instruction
agents
alertsarray
amount_addednumber
api_message
assembly_triggeredboolean
auto_recharge_enabledboolean
billing_url
blockedboolean
body
budgetnumber
budget_control
checked_atstring
codestring
completion_reasonstring|null
completion_statestring
costnumber
credit_limitnumber
current_balancenumber
current_budgetnumber
current_spendnumber
data
dataset
documents
doneboolean
error
error_detailsobject
followup_check_in
forbidden_next_toolsarray
free_run
guidance_addedboolean
healthyboolean
is_runningboolean
kindstring
mcp_next_actionstring
messagestring
message_idstring
namestring
new_budgetnumber
next_actionstring|null
next_actionsarray
no_spendboolean
okbooleanyes
original_toolstring
output_readyboolean
previous_budgetnumber
productstring
requirednumber
research_harnessstring
resumedboolean
retry_after_user_confirmsobject
retryableboolean
runtime_estimate
schema_versionstringyes
session_idstring
session_startedboolean
session_typestring
sidecar_guidance
status
status_snapshot
stoppedboolean
successful_completionboolean
summarystringyes
toolstringyes
top_up_urlstring
total_spentnumber
urlstring
user_message_templatestring

No examples provided.

webhound_export_session ~157

Export a completed report or dataset as Markdown, HTML, TXT, JSON traces, CSV, JSONL, or PDF. Does not spend credits. Wait for done=true before exporting unless the user explicitly asks for a partial artifact.

NameTypeReqDescription
allow_partialbooleanSet true only if the user explicitly asks for an interim/partial export before done=true.
doc_namestring
formatstring
include_binary_base64booleanBinary exports default to a download URL because base64 is not useful agent context. Set true only when raw binary bytes are required in the MCP response.
include_contentboolean
selectstring
session_idstringyes
NameTypeReqDescription
acceptedboolean
action_startedboolean
activityobject
agent_instruction
agents
alertsarray
amount_addednumber
api_message
assembly_triggeredboolean
auto_recharge_enabledboolean
billing_url
binary_download_urlstring
blockedboolean
body
budgetnumber
budget_control
checked_atstring
codestring
complete_exportboolean
completion_reasonstring|null
completion_statestring
contentstring
content_base64string
content_truncatedboolean
costnumber
credit_limitnumber
current_balancenumber
current_budgetnumber
current_spendnumber
data
dataset
deliverystring
document_countinteger
documents
doneboolean
download_notestring
download_urlstring
encodingstring
error
error_detailsobject
evidence_pack_instructionstring
export_deferred_until_doneboolean
filenamestring
followup_check_in
forbidden_next_toolsarray
formatstring
free_run
guidance_addedboolean
healthyboolean
is_runningboolean
kindstring
mcp_next_actionstring
messagestring
message_idstring
mime_typestring
namestring
new_budgetnumber
next_actionstring|null
next_actionsarray
next_research_instructionstring
no_spendboolean
okbooleanyes
omittedarray
original_toolstring
output_readyboolean
previous_budgetnumber
productstring
requirednumber
research_harnessstring
resumedboolean
retry_after_user_confirmsobject
retryableboolean
row_countinteger
runtime_estimate
schema_versionstringyes
session_idstring
session_startedboolean
session_typestring
sidecar_guidance
size_bytesinteger
status
status_snapshot
stoppedboolean
successful_completionboolean
summarystringyes
supported_formatsarray
toolstringyes
top_up_urlstring
total_spentnumber
urlstring
user_message_templatestring

No examples provided.

webhound_get_claims ~29

Read normalized claim traces and provenance for a session.

NameTypeReqDescription
session_idstringyes
NameTypeReqDescription
action_startedboolean
api_message
auto_recharge_enabledboolean
billing_url
blockedboolean
body
claim_countinteger
claim_typestring
claimsarray
codestring
countinteger
current_balancenumber
data
error
error_detailsobject
messagestring
next_actionstring|null
next_actionsarray
no_spendboolean
okbooleanyes
original_toolstring
provenance_levelstring
requirednumber
retry_after_user_confirmsobject
retryableboolean
schema_versionstringyes
session_idstring
session_startedboolean
sources
status
summarystringyes
toolstringyes
top_up_urlstring
totalinteger
user_message_templatestring

No examples provided.

webhound_get_defaults ~32

Read the saved MCP defaults for budget, product, and free-run use. The MCP always uses Hound.

Input schema present but exposes no named parameters.

NameTypeReqDescription
action_startedboolean
agent_rulesobject
api_message
auto_recharge_enabledboolean
billing_url
blockedboolean
body
codestring
current_balancenumber
data
default_budget_usdnumber
default_productstring
error
error_detailsobject
messagestring
next_actionstring|null
next_actionsarray
no_spendboolean
okbooleanyes
original_toolstring
requirednumber
research_harnessstring
retry_after_user_confirmsobject
retryableboolean
schema_versionstringyes
session_startedboolean
sourcestring
status
summarystringyes
toolstringyes
top_up_urlstring
updated_atstring
use_free_run_when_availableboolean
user_message_templatestring

No examples provided.

webhound_get_evidence_pack ~126

Read the full evidence payload for a completed Webhound session: final output, working docs, claim traces, sources, and export links. Use this before serious follow-up answers so Webhound value is not reduced to only the polished output document.

NameTypeReqDescription
allow_partialbooleanSet true only if the user explicitly asks for an interim evidence snapshot before done=true.
include_claimsboolean
include_sourcesboolean
include_working_docsboolean
kindstring
session_idstringyes
NameTypeReqDescription
acceptedboolean
action_startedboolean
activityobject
actual_kindstring|null
agent_instruction
agents
alertsarray
amount_addednumber
api_message
artifact
artifacts
assembly_triggeredboolean
auto_recharge_enabledboolean
billing_url
blockedboolean
body
budgetnumber
budget_control
checked_atstring
claims
codestring
complete_evidence_packboolean
complete_sessionboolean
completion_reasonstring|null
completion_statestring
content_hashstring
content_markdownstring
costnumber
credit_limitnumber
current_balancenumber
current_budgetnumber
current_spendnumber
data
dataset
diagnostics
documents
doneboolean
error
error_detailsobject
evidence
evidence_pack_deferred_until_doneboolean
evidence_pack_instructionstring
excluded_by_requestarray
exports
followup_check_in
forbidden_next_toolsarray
free_run
generated_atstring
guidance_addedboolean
healthyboolean
is_runningboolean
kindstring
mcp_next_actionstring
messagestring
message_idstring
messages
metadata
namestring
new_budgetnumber
next_actionstring|null
next_actionsarray
next_research_instructionstring
no_spendboolean
notepad
okbooleanyes
omittedarray
original_toolstring
output
output_readyboolean
phase_summaries
previous_budgetnumber
productstring
requested_kindstring
requirednumber
research_agents
research_harnessstring
research_state
resumedboolean
retry_after_user_confirmsobject
retryableboolean
runtime_estimate
schema_versionstringyes
session
session_idstring
session_revisionstring|number
session_startedboolean
session_typestring
sidecar_guidance
sidecar_notes
sources
status
status_snapshot
stoppedboolean
successful_completionboolean
summarystringyes
tasks
toolstringyes
top_up_urlstring
total_spentnumber
truncatedboolean
urlstring
usage
user_message_templatestring
working_docs

No examples provided.

webhound_get_output ~117

Read final report/working document or dataset rows. By default this is for terminal sessions only; do not read or summarize partial working notes while a healthy run is still running.

NameTypeReqDescription
allow_partialbooleanSet true only if the user explicitly asks for an interim/partial update before done=true. Partial output is not final and is not a reason to stop or finalize the run.
doc_namestring
kindstring
selectstring
session_idstringyes
NameTypeReqDescription
acceptedboolean
action_startedboolean
activityobject
actual_kindstring|null
agent_instruction
agents
alertsarray
amount_addednumber
api_message
artifact
assembly_triggeredboolean
auto_recharge_enabledboolean
available_documents
billing_url
blockedboolean
body
budgetnumber
budget_control
checked_atstring
codestring
complete_outputboolean
completion_reasonstring|null
completion_statestring
content_markdownstring
costnumber
credit_limitnumber
current_balancenumber
current_budgetnumber
current_spendnumber
data
dataset
doc_namestring
doc_typestring|null
document_idstring
document_statestring
documents
doneboolean
error
error_detailsobject
evidence_pack_instructionstring
followup_check_in
forbidden_next_toolsarray
free_run
guidance_addedboolean
healthyboolean
is_outputboolean
is_runningboolean
kindstring
mcp_next_actionstring
messagestring
message_idstring
namestring
new_budgetnumber
next_actionstring|null
next_actionsarray
next_research_instructionstring
no_spendboolean
okbooleanyes
omittedarray
original_toolstring
output_deferred_until_doneboolean
output_readyboolean
pageinteger
page_sizeinteger
previous_budgetnumber
productstring
requested_kindstring
requirednumber
research_harnessstring
resumedboolean
retry_after_user_confirmsobject
retryableboolean
rows
runtime_estimate
schema
schema_versionstringyes
selection_keystring
session_idstring
session_startedboolean
session_typestring
showing
sidecar_guidance
sources
status
status_snapshot
stoppedboolean
successful_completionboolean
summarystringyes
toolstringyes
top_up_urlstring
total_linesinteger
total_rowsinteger
total_spentnumber
truncatedboolean
urlstring
user_message_templatestring

No examples provided.

webhound_get_session ~72

Read the complete canonical session in one uncapped response: prompts, messages, phases, tasks, agents, final and working documents, dataset rows, claims, sources, notes, diagnostics, usage history, and artifact links. Nothing is paginated, truncated, or omitted.

NameTypeReqDescription
session_idstringyes
NameTypeReqDescription
acceptedboolean
action_startedboolean
activityobject
agent_instruction
agents
alertsarray
amount_addednumber
api_message
artifact_links
artifacts
assembly_triggeredboolean
auto_recharge_enabledboolean
billing_url
blockedboolean
body
budgetnumber
budget_control
checked_atstring
codestring
complete_sessionboolean
completion_reasonstring|null
completion_statestring
content_hashstring
content_markdownstring
costnumber
credit_limitnumber
current_balancenumber
current_budgetnumber
current_spendnumber
data
dataset
diagnostics
documents
doneboolean
error
error_detailsobject
evidence
followup_check_in
forbidden_next_toolsarray
free_run
generated_atstring
guidance_addedboolean
healthyboolean
is_runningboolean
kindstring
mcp_next_actionstring
messagestring
message_idstring
messages
metadata
namestring
new_budgetnumber
next_actionstring|null
next_actionsarray
no_spendboolean
notepad
notes
okbooleanyes
omittedarray
original_toolstring
output_readyboolean
phase_summaries
previous_budgetnumber
productstring
requirednumber
research_agents
research_harnessstring
research_state
resumedboolean
retry_after_user_confirmsobject
retryableboolean
runtime_estimate
schema_versionstringyes
session
session_idstring
session_revisionstring|number
session_startedboolean
session_typestring
sidecar_guidance
sidecar_notes
status
status_snapshot
stoppedboolean
successful_completionboolean
summarystringyes
tasks
toolstringyes
top_up_urlstring
total_spentnumber
truncatedboolean
urlstring
usage
user_message_templatestring

No examples provided.

webhound_get_shareable_link ~72

Make a report or dataset accessible to anyone with the link and return the share URL. This is share-only: reports use /document/:id, datasets use /dataset/:id, and it does not publish to Explore or create a /p/:slug publication.

NameTypeReqDescription
session_idstringyes
NameTypeReqDescription
action_startedboolean
api_message
artifact_typestring
auto_recharge_enabledboolean
billing_url
blockedboolean
body
codestring
current_balancenumber
data
error
error_detailsobject
explore_publishedboolean
is_publicboolean
messagestring
next_actionstring|null
next_actionsarray
no_spendboolean
noindexboolean
okbooleanyes
original_toolstring
public_to_anyone_with_linkboolean
public_urlstring
publication_idstring|null
publication_urlstring|null
requirednumber
retry_after_user_confirmsobject
retryableboolean
routestring
schema_versionstringyes
session_idstring
session_startedboolean
session_typestring
share_onlyboolean
share_urlstring
status
summarystringyes
titlestring
toolstringyes
top_up_urlstring
user_message_templatestring

No examples provided.

webhound_get_sources ~28

Read source inventory and citation counts for a session.

NameTypeReqDescription
session_idstringyes
NameTypeReqDescription
action_startedboolean
api_message
auto_recharge_enabledboolean
billing_url
blockedboolean
body
claims
codestring
countinteger
current_balancenumber
data
error
error_detailsobject
messagestring
next_actionstring|null
next_actionsarray
no_spendboolean
okbooleanyes
original_toolstring
provenance_levelstring
requirednumber
retry_after_user_confirmsobject
retryableboolean
schema_versionstringyes
session_idstring
session_startedboolean
source_countinteger
sourcesarray
status
summarystringyes
toolstringyes
top_up_urlstring
totalinteger
user_message_templatestring

No examples provided.