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pvliesdonk

markdown-vault-mcp

by pvliesdonk

Note Context

get_context
Read-onlyIdempotent

Fetch a complete context dossier for any document: metadata, backlinks, outlinks, similar notes, folder peers, and tags. Get a full picture of a note's vault placement in one request instead of several.

Instructions

Get a consolidated context dossier for a document.

Replaces separate calls to 'get_backlinks', 'get_outlinks', and 'get_similar' when you need more than one.

Returns everything useful about a note in one call: its metadata, backlinks (documents that link to it), outlinks (documents it links to), semantically similar notes, other notes in the same folder, and indexed frontmatter tags. Use this instead of making 4-5 separate tool calls when you need a full picture of a note's place in the vault.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYesRelative path of the document (e.g. "notes/topic.md"). Case-sensitive.
link_limitNoMaximum number of backlinks and outlinks to include each (default 10).
similar_limitNoMaximum number of similar notes to include (default 5). Pass 0 to skip the similarity lookup — do this when 'stats' shows semantic_search_available=False (embeddings are not configured).
wait_for_pending_writesNoWhen True, wait until your recent document mutations have been applied to the index before answering, so the results reflect those changes. Use it right after modifying notes when this read must see them (e.g. right after a document mutation whose effect this read should reflect). Default False answers immediately from the current index — almost always already up to date; inspect the response's ``_meta.index_stale`` field to tell whether a write was still in flight. Bounded by a server timeout (default 60s); on timeout it answers from the current index rather than waiting longer.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed1 schema field changedv4.0.0
    • changedInput schema / properties / wait_for_pending_writes / description
      Previous value: -"When True, wait until your recent\nwrite/edit/delete/rename operations have been applied to the\nindex before answering, so the results reflect those changes.\nUse it right after modifying notes when this read must see\nthem (e.g. right after a write/edit/delete/rename whose\neffect this read should reflect). Default\nFalse answers immediately from the current index — almost\nalways already up to date; inspect the response's\n``_meta.index_stale`` field to tell whether a write was still\nin flight. Bounded by a server timeout (default 60s); on\ntimeout it answers from the current index rather than waiting\nlonger."New value: +"When True, wait until your recent\ndocument mutations have been applied to the\nindex before answering, so the results reflect those changes.\nUse it right after modifying notes when this read must see\nthem (e.g. right after a document mutation whose\neffect this read should reflect). Default\nFalse answers immediately from the current index — almost\nalways already up to date; inspect the response's\n``_meta.index_stale`` field to tell whether a write was still\nin flight. Bounded by a server timeout (default 60s); on\ntimeout it answers from the current index rather than waiting\nlonger."
  2. First observedv3.1.0

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already establish readOnlyHint, idempotentHint, and destructiveHint, so the safety profile is covered. The description adds behavioral context by clarifying that this tool aggregates multiple lookups into one response and explicitly lists the categories of information returned, which goes beyond the annotations and helps the agent predict the tool's behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured, leading with the core purpose, then the relationship to siblings, then the concrete return contents. There is minor redundancy between "Replaces separate calls..." and "Use this instead of making 4-5 separate tool calls...," but the information density is high and each sentence adds relevant detail.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is complete for an agent's decision-making: it states what the tool returns, when to use it instead of alternatives, and the exact scope of the 'context' it provides. The input schema and output schema cover parameter details and return structure, so nothing essential is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so each parameter is already well-documented in the input schema. The description itself adds no parameter-level detail beyond the schema, which matches the baseline expectation of 3 when the schema carries the explanatory burden.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb and resource: it "gets a consolidated context dossier for a document" and then enumerates exactly what that dossier contains (metadata, backlinks, outlinks, similar notes, same-folder notes, frontmatter tags). It also names the sibling tools it replaces, so an agent can distinguish it from get_backlinks, get_outlinks, and get_similar without opening their schemas.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit guidance: use get_context instead of making 4-5 separate calls when you need a full picture, and use it instead of get_backlinks, get_outlinks, and get_similar when more than one is needed. This directly tells the agent when to choose this tool over its siblings and when the consolidated call is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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