SourceHarbor MCP
PYPI · SOURCEHARBOR
Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHub, and RSS.
Available components
Last scanned (26 minutes ago)
Scores higher than 60% of PyPI servers
Category Search and Retrieval
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 → Why this is hard to 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
- 4 of 68 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency22
- Repository check failed: the declared repository URL redirects; it must resolve directly. See how to fix → View diagnostics → Fail
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 210 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability46
- AI-judged instruction clarity (poor).Fail
- Tool/resource definitions use about 1032 tokens (~54/item across 19 items; 19 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management53
- Stability observed for 16 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "sourceharbor.reports.daily_send" implies "send" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
- An AI judge read all 19 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
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.
- 4 Nov 26 +16
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 −14
- Malware scan: pass → unverified ▼ security
- 1 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 31 Oct 26 −14
- Malware scan: pass → unverified ▼ security
- Security disclosure: unverified → pass ▲ functional
- 30 Oct 26 0
- Security disclosure: pass → unverified ▼ functional
- 29 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 28 Oct 26 −14
- Malware scan: pass → unverified ▼ security
- 26 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
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 5 Nov 2026 · Analysed pypi/sourceharbor@0.1.14
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | pypi |
| Reason | No attestation published |
Background: How many MCP packages publish verified provenance →
Dependencies 68 packages
| Packages resolved | 68 |
|---|---|
| Stale | 3 |
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
sourceharbor.artifacts.get ~54
Get artifacts. kind=markdown|asset.
| Name | Type | Req | Description |
|---|---|---|---|
| include_base64 | boolean | – | – |
| job_id | – | – | – |
| kind | string | yes | – |
| path | – | – | – |
| video_url | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.computer_use.run ~48
Plan computer-use actions from an instruction and screenshot with safety policy checks.
| Name | Type | Req | Description |
|---|---|---|---|
| instruction | string | yes | – |
| safety | – | – | – |
| screenshot_base64 | string | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.feed.digests.list ~66
List digest feed entries with optional feedback and sort filters.
| Name | Type | Req | Description |
|---|---|---|---|
| category | – | – | – |
| cursor | – | – | – |
| feedback | – | – | – |
| limit | – | – | – |
| since | – | – | – |
| sort | – | – | – |
| source | – | – | – |
| subscription_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.health.get ~42
Get system/provider health in one call. scope=system|providers|all.
| Name | Type | Req | Description |
|---|---|---|---|
| scope | string | – | – |
| window_hours | integer | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.ingest.poll ~37
Trigger one ingest poll cycle.
| Name | Type | Req | Description |
|---|---|---|---|
| max_new_videos | – | – | – |
| platform | – | – | – |
| subscription_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.ingest.runs.get ~29
Get one ingest run by id.
| Name | Type | Req | Description |
|---|---|---|---|
| run_id | string | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.ingest.runs.list ~34
List recent ingest runs.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | – | – | – |
| platform | – | – | – |
| status | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.jobs.compare ~28
Compare one job against its previous successful run.
| Name | Type | Req | Description |
|---|---|---|---|
| job_id | string | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.jobs.get ~25
Get one job by id.
| Name | Type | Req | Description |
|---|---|---|---|
| job_id | string | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.knowledge.cards.list ~57
List structured knowledge cards derived from digest outputs.
| Name | Type | Req | Description |
|---|---|---|---|
| card_type | – | – | – |
| claim_kind | – | – | – |
| job_id | – | – | – |
| limit | – | – | – |
| topic_key | – | – | – |
| video_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.notifications.manage ~114
Manage notifications. action=get_config|set_config|send_test|daily_send|category_send.
| Name | Type | Req | Description |
|---|---|---|---|
| action | string | yes | – |
| body | – | – | – |
| category | – | – | – |
| category_rules | – | – | – |
| daily_digest_enabled | boolean | – | – |
| daily_digest_hour_utc | – | – | – |
| date | – | – | – |
| dispatch_key | – | – | – |
| enabled | boolean | – | – |
| failure_alert_enabled | boolean | – | – |
| priority | – | – | – |
| subject | – | – | – |
| to_email | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.reports.daily_send ~39
Send daily report notification.
| Name | Type | Req | Description |
|---|---|---|---|
| body | – | – | – |
| date | – | – | – |
| subject | – | – | – |
| to_email | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.retrieval.search ~54
Search retrieval index over generated artifacts (digest/transcript/outline/comments).
| Name | Type | Req | Description |
|---|---|---|---|
| filters | – | – | – |
| mode | string | – | – |
| query | string | yes | – |
| top_k | integer | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.subscriptions.manage ~133
Manage subscriptions and inspect the shared template catalog for strong-supported YouTube/Bilibili lanes plus generalized RSSHub and RSS intake. action=list|list_templates|upsert|remove|batch_update_category.
| Name | Type | Req | Description |
|---|---|---|---|
| action | string | yes | – |
| adapter_type | – | – | – |
| category | – | – | – |
| enabled | boolean | – | – |
| enabled_only | – | – | – |
| id | – | – | – |
| ids | – | – | – |
| platform | – | – | – |
| priority | – | – | – |
| rsshub_route | – | – | – |
| source_type | – | – | – |
| source_url | – | – | – |
| source_value | – | – | – |
| tags | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.ui_audit.read ~101
Read UI audit results. action=get|list_findings|get_artifact|autofix. autofix currently returns a plan-only dry-run summary.
| Name | Type | Req | Description |
|---|---|---|---|
| action | string | yes | – |
| include_base64 | boolean | – | – |
| key | – | – | – |
| max_changed_lines | integer | – | – |
| max_files | integer | – | – |
| mode | string | – | – |
| run_id | string | yes | – |
| severity | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.ui_audit.run ~38
Run UI audit from artifact directory evidence and persist the run snapshot.
| Name | Type | Req | Description |
|---|---|---|---|
| artifact_root | – | – | – |
| job_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.videos.list ~32
List ingested videos.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | – | – | – |
| platform | – | – | – |
| status | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.videos.process ~46
Trigger ProcessJobWorkflow for one video.
| Name | Type | Req | Description |
|---|---|---|---|
| force | boolean | – | – |
| mode | string | – | – |
| overrides | – | – | – |
| video | object | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
sourceharbor.workflows.run ~55
Start operational Temporal workflows via API gateway.
| Name | Type | Req | Description |
|---|---|---|---|
| payload | – | – | – |
| run_once | boolean | – | – |
| wait_for_result | boolean | – | – |
| workflow | string | yes | – |
| workflow_id | – | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
How do I install the SourceHarbor MCP server?
SourceHarbor MCP runs locally as a PyPI package, launched with uvx sourceharbor. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · sourceharbor
claude mcp add xiaojiou176-open-sourceharbor-mcp -- uvx sourceharbor
What is the SourceHarbor MCP server?
SourceHarbor MCP is listed in the public MCP registry as io.github.xiaojiou176-open/sourceharbor-mcp. Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHub, and RSS. This page covers its PyPI package (sourceharbor).
Is the SourceHarbor MCP server safe to use?
SourceHarbor MCP scores 64 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the SourceHarbor MCP server expose?
SourceHarbor MCP exposes 19 tools: sourceharbor.subscriptions.manage, sourceharbor.ingest.poll, sourceharbor.ingest.runs.list, sourceharbor.ingest.runs.get, sourceharbor.jobs.get, and 14 more. Their descriptions and schemas cost roughly 1,032 tokens of context every time the server is loaded.
Is the SourceHarbor MCP server still maintained?
SourceHarbor MCP is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the SourceHarbor MCP server under?
SourceHarbor MCP declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.