Pulse8 AI Cortex Knowledge Vault

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/synpulse8-opensource-pulse8-ai-cortex-knowledge-vault

About

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

6 read · 3 write · 1 delete · 4 not yet classified

Secrets

1 (API keys, tokens or passwords)

Install scripts

Not scanned yet

Runs as

Python package

Tools (14)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• vault_compile

  Compile unprocessed raw sources into wiki articles via LLM. Use *force* to recompile all sources regardless of enrichment status. Use *path* to limit compilation to a single raw file.

• vault_context

  Build a context window: search, graph BFS expansion, ranked subgraph with contradictions. Set ``as_resource=True`` for large context windows — the full payload is stashed as a server-side MCP resource and the caller receives only a handle plus summary.

• vault_explain

  Explain a note: summary, provenance, raw sources, and connections grouped by direction (links in / out, contradictions).

• vault_feedback

  Submit user feedback. Saved under feedback/ with tags and links to related notes. Optional outcome label (useful / dead-end / corrected) records whether the retrieved knowledge held up.

• vault_impact

  Walk everything downstream of a note: all notes linking to it directly or transitively. Use for change-impact analysis.

• vault_ingest

  Ingest a raw source. Accepts text via content or binary via content_base64.

• vault_link

  Create, query, or delete typed edges in the knowledge graph.

• vault_list_feedbacks

  List feedback notes in the vault (metadata only: path, preview, tags, related_paths).

• vault_path

  Find shortest paths between two notes over the typed graph. Every hop carries its edge type and lineage origin.

• vault_read

  Read a note by path. Returns frontmatter, content, and graph edges.

• vault_resource_read

  Read a server-stored resource by ID (fallback for MCP clients that do not expose the resources protocol natively). Accepts either the bare hex ID or the full ``cortex://resource/{id}`` URI.

• vault_search

  Search the vault via QMD (keyword, semantic, or hybrid). Enriched with graph edges. Set ``as_resource=True`` for token-heavy result sets — the full payload is kept server-side as an MCP resource and a lightweight handle is returned (see ``cortex://resource/{id}``).

• vault_trace

  Trace a note's lineage: provenance, raw sources, and every edge touching it labeled extracted / inferred / manual.

• vault_write

  Create or update a note with provenance tracking. Updates graph and index.

Signals

Stars

15

Forks

3

Open issues

0

Weekly downloads

36

Last commit

Jul 27, 2026 (3 months ago)

Last release

Jul 27, 2026 (3 months ago)

Last package publish

Jul 27, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

io.github.synpulse8-opensource/pulse8-ai-cortex-knowledge-vault

Version

1.6.0

Auth

API key

Packages

pypi pulse8-ai-cortex-knowledge-vault

License

Apache-2.0

Repository

github.com/synpulse8-opensource/pulse8-ai-cortex-knowledge-vault

First seen

Oct 24, 2026

Last checked

Oct 24, 2026

Source

Official MCP Registrygithub-graphql