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Knowledge Forest

Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.

Connector by znecho9 · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)
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Works with Claude Desktop. Read the repository before you give any tool access to your data.

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MCP bundle (.mcpb): open it with Claude Desktop.

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About

Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.

Reviews

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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 · 4 write · 0 delete
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Downloaded binary

Tools by what they do 10

Read from the source code; the running server may list different tools.

Read 6 · Look things up without changing anything.

  • diagnose_node
  • export_forest
  • forest_overview
  • get_learning_queue
  • get_node_context
  • search_knowledge

Write 4 · Create, change, send or run things.

  • append_learning_note
  • create_goal_tree
  • record_verification
  • update_node_learning_state

Network hosts it talks to 1

  • github.com · found in install command

Tools (10)

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

  • append_learning_noteAppend a learning record

    Append a note, reflection, source, or exercise to a node. Source-visible material never changes mastery state.

  • create_goal_treeCreate a minimal sufficient goal tree

    Persist one observable goal, its branches, and prerequisite-linked knowledge nodes. Search first. Use reuse_node_id only for truly equivalent existing concepts.

  • diagnose_nodeDiagnose a knowledge noderead-only

    Deterministically identify prerequisite, depth, and evidence gaps and recommend the next learning action. It does not call a model.

  • export_forestExport the complete forestread-only

    Read the complete portable forest state, including append-only learning records and evidence.

  • forest_overviewView knowledge forest overviewread-only

    Read goals, mastery counts, and the next ready knowledge nodes. Call this first; it never modifies learning state.

  • get_learning_queueGet the actionable learning queueread-only

    Return ready and prerequisite-blocked nodes, ordered by readiness and importance.

  • get_node_contextGet complete node contextread-only

    Read a knowledge node, its goal memberships, prerequisites, dependents, learning entries, verification history, and deterministic diagnosis.

  • record_verificationRecord closed-book mastery evidence

    Record one verification attempt. Mastery advances only for demonstrated, novel, unassisted, closed-book performance; the server computes acceptance.

  • search_knowledgeSearch knowledge nodesread-only

    Search canonical nodes before creating a goal tree. Results include reuse context and current mastery state.

  • update_node_learning_stateUpdate learning depth or workflow state

    Set a learner-selected depth or non-verified workflow state. This tool cannot mark mastery; use record_verification for that.

Signals

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Forks
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Open issues
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Last commit
Sep 24, 2026 (1 month ago)
Last release
Sep 24, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.znecho9/knowledge-forest-mcp
Version
0.1.1
Auth
No auth
Packages
mcpb https://github.com/znecho9/knowledge-forest-mcp/releases/download/v0.1.1/knowledge-forest-mcp.mcpb
License
Apache-2.0
Repository
github.com/znecho9/knowledge-forest-mcp
Website
github.com/znecho9/knowledge-forest-mcp#readme
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Knowledge Forest MCP server. Agent Mart. https://agentmart.dev/connectors/znecho9-knowledge-forest-mcp (last updated 2026-10-24)