io.github.seayniclabs/knowledge
PYPI · KNOWLEDGE-BUNDLE-MCP
Search, read and write your self-hosted Open Notebook knowledge base from an AI assistant.
Available components
Last scanned (27 minutes ago)
Scores higher than 57% of PyPI servers
Category Memory and Knowledge
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 Security50
- Malware scan not yet available for this package.Unverified
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 0 of 28 dependencies flagged as unhealthy. View diagnostics → Pass
Provenance & Transparency100
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to seayniclabs/knowledge). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 8 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability45
- 18% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Partial
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 1060 tokens (~26/item across 40 items; 8 tools + 32 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
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 Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 8 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 10 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
Unverified: 1 category
A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.
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.
- 5 Nov 26 −15
- Malware scan: pass → unverified ▼ security
- 30 Oct 26 +16
- Malware scan: unverified → pass ▲ security
- Security disclosure: unverified → pass ▲ functional
- 29 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- Security disclosure: fail → unverified ▼ functional
- 28 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- 27 Oct 26 58
First indexed and scored.
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/knowledge-bundle-mcp@0.2.1
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | seayniclabs/knowledge |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/seayniclabs/knowledge/.github/workflows/release.yml@refs/tags/v0.2.1 |
| Rekor log index | 3525375856 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:5b1745e1cb5b660ce876bff3bca8b8544e5c78f7b6a4bf56f929af36e3cf4715 |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 28 packages
| Packages resolved | 28 |
|---|---|
| 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 →
knowledge_modules ~39
Which modules are on, what settings are missing, and what each tool does. Pass a module name for its full settings list.
| Name | Type | Req | Description |
|---|---|---|---|
| module | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| config_file | string | yes | – |
| homepage | string | – | – |
| modules | array | yes | – |
| publisher | string | – | – |
| skills | array | yes | – |
| version | string | yes | – |
No examples provided.
open_notebook_add_source ~138
Add a web link or a local file as a source in one notebook. Give exactly one of url or file_path. Without confirm=true it only returns a preview. With confirm=true you are asked to approve it; the assistant cannot approve for you. A local file is always approved by you, with its full path and size shown, and is never pre-approved in settings. Open Notebook processes the source in the background: check progress with open_notebook_source_get.
| Name | Type | Req | Description |
|---|---|---|---|
| confirm | boolean | – | – |
| file_path | – | – | – |
| notebook_id | string | yes | – |
| title | – | – | – |
| url | – | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| approved_by | – | – | "person", "allowlist" or "settings". |
| command_id | – | – | Background job that processes the source. |
| created | boolean | yes | True only when the source was sent to Open Notebook. |
| kind | string | yes | – |
| note | – | – | – |
| notebook_id | string | yes | – |
| notebook_name | string | yes | – |
| path | – | – | Full path of the local file. Set only in a preview. |
| size_bytes | – | – | Size of the local file, when kind is file. |
| source_id | – | – | – |
| status | – | – | Processing status when the source was created, usually 'new'. |
| target | string | yes | The link without its query string, or the file name. |
No examples provided.
open_notebook_note_create ~93
Create a note in a notebook. Without confirm=true it only returns a preview. With confirm=true you are asked to approve it (unless the notebook is pre-approved in settings); the assistant cannot approve on your behalf. Text that looks like a credential is refused.
| Name | Type | Req | Description |
|---|---|---|---|
| confirm | boolean | – | – |
| content | string | yes | – |
| notebook_id | string | yes | – |
| title | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| approved_by | – | – | "person", "allowlist" or "settings". |
| content_chars | integer | yes | – |
| created | boolean | yes | True only when the note was saved. |
| embedding_command_id | – | – | – |
| id | – | – | – |
| note | – | – | – |
| notebook_id | string | yes | – |
| notebook_name | string | yes | – |
| preview | – | – | Start of the content, when nothing was saved yet. |
| title | string | yes | – |
No examples provided.
open_notebook_note_get ~49
Read one note. Long content is cut at max_chars (up to 50000) and marked truncated.
| Name | Type | Req | Description |
|---|---|---|---|
| max_chars | integer | – | – |
| note_id | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| content | – | – | – |
| content_chars | integer | yes | – |
| created | string | – | – |
| id | string | yes | – |
| note_type | – | – | – |
| title | – | – | – |
| truncated | boolean | yes | – |
| updated | string | – | – |
No examples provided.
open_notebook_notebooks ~50
List your notebooks, most recently updated first. Page with offset=<next_offset>.
| Name | Type | Req | Description |
|---|---|---|---|
| include_archived | boolean | – | – |
| limit | integer | – | – |
| offset | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| has_more | boolean | yes | – |
| limit | integer | yes | – |
| next_offset | – | – | – |
| notebooks | array | yes | – |
| offset | integer | yes | – |
No examples provided.
open_notebook_notes ~59
List the notes in one notebook, titles only. Read a note with open_notebook_note_get. Page with offset=<next_offset>.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| notebook_id | string | yes | – |
| offset | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| has_more | boolean | yes | – |
| limit | integer | yes | – |
| next_offset | – | – | – |
| notebook_id | string | yes | – |
| notes | array | yes | – |
| offset | integer | yes | – |
No examples provided.
open_notebook_search ~108
Search sources and notes. mode 'text' matches keywords; 'vector' matches meaning and needs an embedding model set up on the server. Limit a search to one notebook with notebook_id. Page with offset=<next_offset>.
| Name | Type | Req | Description |
|---|---|---|---|
| include_notes | boolean | – | – |
| include_sources | boolean | – | – |
| limit | integer | – | – |
| mode | string | – | – |
| notebook_id | – | – | – |
| offset | integer | – | – |
| query | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| has_more | boolean | yes | – |
| hits | array | yes | – |
| limit | integer | yes | – |
| mode | string | yes | – |
| next_offset | – | – | – |
| notebook_id | – | – | – |
| offset | integer | yes | – |
| query | string | yes | – |
No examples provided.
open_notebook_source_get ~58
Read one source: its title, topics, extracted text (cut at max_chars, up to 50000) and the notebooks it belongs to.
| Name | Type | Req | Description |
|---|---|---|---|
| max_chars | integer | – | – |
| source_id | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| content_chars | integer | – | – |
| created | string | – | – |
| embedded | boolean | – | – |
| embedded_chunks | integer | – | – |
| full_text | – | – | – |
| id | string | yes | – |
| notebooks | array | – | – |
| status | – | – | – |
| title | – | – | – |
| topics | array | – | – |
| truncated | boolean | – | – |
| updated | string | – | – |
No examples provided.
How do I install the io.github.seayniclabs/knowledge MCP server?
io.github.seayniclabs/knowledge runs locally as a PyPI package, launched with uvx knowledge-bundle-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · knowledge-bundle-mcp
claude mcp add seayniclabs-knowledge -- uvx knowledge-bundle-mcp
What is the io.github.seayniclabs/knowledge MCP server?
io.github.seayniclabs/knowledge is an MCP server listed in the public MCP registry as io.github.seayniclabs/knowledge. Search, read and write your self-hosted Open Notebook knowledge base from an AI assistant. This page covers its PyPI package (knowledge-bundle-mcp).
Is the io.github.seayniclabs/knowledge MCP server safe to use?
io.github.seayniclabs/knowledge scores 59 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. Its build provenance is signed and verified. 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 io.github.seayniclabs/knowledge MCP server expose?
io.github.seayniclabs/knowledge exposes 8 tools: open_notebook_notebooks, open_notebook_search, open_notebook_notes, open_notebook_note_get, open_notebook_source_get, and 3 more. Their descriptions and schemas cost roughly 594 tokens of context every time the server is loaded.
Is the io.github.seayniclabs/knowledge MCP server still maintained?
io.github.seayniclabs/knowledge 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 io.github.seayniclabs/knowledge MCP server under?
io.github.seayniclabs/knowledge declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.