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obsidian-mcp-context

by gavinsomers

get_vault_project_context

Retrieve project context with decisions, risks, and open loops from an Obsidian vault using dbt mart data.

Instructions

Return dbt mart-backed project context, including decisions, risks, and open loops.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum rows to return. Capped at 200.
projectYesProject name, such as Project Atlas 1.
vault_pathYesPath to the Obsidian vault.
duckdb_pathNoOptional DuckDB warehouse path. Defaults to DUCKDB_PATH or /warehouse/obsidian.duckdb when present.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations exist, so the description carries full burden for behavioral disclosure. It only mentions the returned content and that the data is dbt mart-backed, but omits side effects, read-only nature, permissions, or rate limits. Minimal transparency.

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

Conciseness5/5

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

A single 10-word sentence that clearly states the tool's purpose. Extremely concise, front-loaded, and no wasted words.

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

Completeness3/5

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

With an output schema present, return value explanation is not needed. However, the description lacks context about the project concept, required parameters (vault_path, project), and how the dbt mart backing relates. Adequate but not rich.

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 the baseline is 3. The tool description adds no additional parameter semantics beyond what the input schema already provides. No enhancement.

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

Purpose4/5

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

The description clearly states the tool returns dbt mart-backed project context including decisions, risks, and open loops. The verb 'Return' and resource 'project context' are specific, but it does not distinguish from sibling tools like list_vault_decisions or get_vault_entity_context which may overlap.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus the many siblings (e.g., list_vault_decisions, get_vault_entity_context). It neither states preferred contexts nor excludes alternatives.

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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