GovInbox

Search Denali Commission grant opportunities

search_denali

Read-onlyIdempotent

Not affiliated with the U.S. government, GSA, or SAM.gov. Not a U.S. government service. Denali Commission grant opportunities for rural Alaska infrastructure, energy, transportation, health facilities, sanitation, and housing. Eligible applicants are typically Alaska tribal, municipal, and nonprofit organizations, but eligibility varies by program. Filter by keyword or status. Present as information only; verify eligibility and deadlines against the official notice before acting. One search counts as one use, regardless of how many records are returned. Every record carries a direct source link (or source name and record ID) so you can verify and cite the underlying record.

Input Schema

Name	Required	Description
`limit`	No
`query`	No	Keyword filter over title and description
`status`	No	Status filter, e.g. open, forecasted

Output Schema

Name	Required	Description	Default
`count`	Yes
`quota`	Yes
`coverage`	Yes
`data_caveat`	No	Data quality caveat	Denali Commission grants for rural Alaska infrastructure. Eligible applicants are Alaska tribal, municipal, and nonprofit organizations. Verify eligibility and deadlines against the official notice before acting.
`opportunities`	Yes
`analytical_disclaimer`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed33 schema fields changedOct 24, 2026

addedOutput schema / $defs / Coverage / properties / as_of / anyOf

Added value: +[
+  {
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / $defs / Coverage / properties / as_of / default
```
Added value: +null
```

changedOutput schema / $defs / Coverage / properties / as_of / description

Previous value: -"UTC ISO 8601"New value: +"Known source observation time; null when not recorded. Not the query time."

removedOutput schema / $defs / Coverage / properties / as_of / type
```
Removed value: -"string"
```

addedOutput schema / $defs / Coverage / properties / cache_timestamp_basis

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Cache Timestamp Basis"
+}

addedOutput schema / $defs / Coverage / properties / cache_timestamp_field

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Cache Timestamp Field"
+}

addedOutput schema / $defs / Coverage / properties / exclusions

Added value: +{
+  "items": {
+    "type": "string"
+  },
+  "title": "Exclusions",
+  "type": "array"
+}

addedOutput schema / $defs / Coverage / properties / last_attempt_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Last Attempt At"
+}

addedOutput schema / $defs / Coverage / properties / last_attempt_scope

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Last Attempt Scope"
+}

addedOutput schema / $defs / Coverage / properties / last_success_record_count

Added value: +{
+  "anyOf": [
+    {
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Last Success Record Count"
+}

addedOutput schema / $defs / Coverage / properties / last_success_scope

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": true,
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Last Success Scope"
+}

addedOutput schema / $defs / Coverage / properties / last_successful_ingest_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Last Successful Ingest At"
+}

addedOutput schema / $defs / Coverage / properties / last_successful_refresh_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Last Successful Refresh At"
+}

addedOutput schema / $defs / Coverage / properties / latest_cached_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Latest Cached At"
+}

addedOutput schema / $defs / Coverage / properties / latest_stored_fetched_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Latest Stored Fetched At"
+}

addedOutput schema / $defs / Coverage / properties / latest_stored_ingested_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Latest Stored Ingested At"
+}

addedOutput schema / $defs / Coverage / properties / oldest_cached_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Oldest Cached At"
+}

addedOutput schema / $defs / Coverage / properties / oldest_ingested_at

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Oldest Ingested At"
+}

addedOutput schema / $defs / Coverage / properties / pagination_note

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Pagination Note"
+}

addedOutput schema / $defs / Coverage / properties / population

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Population"
+}

addedOutput schema / $defs / Coverage / properties / population_complete

Added value: +{
+  "default": false,
+  "title": "Population Complete",
+  "type": "boolean"
+}

addedOutput schema / $defs / Coverage / properties / population_status

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Population Status"
+}

addedOutput schema / $defs / Coverage / properties / query_time

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "When this stored-data query was calculated; not proof of source refresh",
+  "title": "Query Time"
+}

addedOutput schema / $defs / Coverage / properties / record_type

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Record Type"
+}

addedOutput schema / $defs / Coverage / properties / refresh_error_code

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Refresh Error Code"
+}

addedOutput schema / $defs / Coverage / properties / refresh_status

Added value: +{
+  "default": "unknown",
+  "title": "Refresh Status",
+  "type": "string"
+}

addedOutput schema / $defs / Coverage / properties / scope_note

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Scope Note"
+}

addedOutput schema / $defs / Coverage / properties / source

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Source"
+}

addedOutput schema / $defs / Coverage / properties / source_as_of

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Source As Of"
+}

addedOutput schema / $defs / Coverage / properties / source_state

Added value: +{
+  "anyOf": [
+    {
+      "enum": [
+        "matched",
+        "no_match",
+        "not_loaded",
+        "unsupported",
+        "failed_refresh",
+        "unknown"
+      ],
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Source State"
+}

addedOutput schema / $defs / Coverage / properties / source_url

Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Source Url"
+}

addedOutput schema / $defs / Coverage / properties / stored_rows

Added value: +{
+  "anyOf": [
+    {
+      "type": "integer"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Stored Rows"
+}

removedOutput schema / $defs / Coverage / required
```
Removed value: -[
-  "as_of"
-]
```

Changed1 schema field changedOct 18, 2026

addedOutput schema / $defs / QuotaBlock / properties / mode

Added value: +{
+  "default": "ordinary",
+  "enum": [
+    "ordinary",
+    "testing",
+    "review",
+    "beta"
+  ],
+  "title": "Mode",
+  "type": "string"
+}

First observedOct 14, 2026

TDQS

A3.6/5.0

Behavior4/5

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

Annotations already cover the read-only/idempotent/non-destructive safety profile, so the bar is lower, yet the description still adds genuinely useful behavior: 'one search counts as one use' (a quota/cost signal), every record carries a source link or record ID for citation, and an explicit instruction that results are informational only. It does not mention pagination or how limit interacts with usage counting.

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

Conciseness3/5

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

The first two sentences are redundant disclaimers ('Not affiliated with the U.S. government, GSA, or SAM.gov' / 'Not a U.S. government service'), consuming the front-loaded position that should carry the purpose. The genuinely useful quota and citation facts are buried mid-paragraph. Tightenable to roughly half the length.

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

Completeness4/5

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

An output schema exists so return structure needn't be explained, and the description still covers eligibility, sector scope, quota cost, citation/verification affordance, and a compliance caveat. Gaps are minor: no mention of the 50-record cap or how limit interacts with result counts.

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 67% — query and status are documented in the schema, limit is not. The description's 'filter by keyword or status' merely restates the two documented params and adds no semantics (no status value guidance beyond the schema's 'e.g. open, forecasted', no hint about what limit controls). Baseline 3 given the schema does most of the work.

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 names a specific agency (Denali Commission) and resource (grant opportunities) with a clear scope: rural Alaska infrastructure, energy, transportation, health, sanitation, housing. This is enough for an agent to distinguish it from the many other agency-specific search_* siblings (search_dra_grants, search_nbrc_grants, search_mcc) without opening schemas, though it never explicitly contrasts itself with any of them.

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

Usage Guidelines3/5

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

It gives filtering guidance ('Filter by keyword or status') and a caution to verify eligibility and deadlines before acting, which implies usage context. But it never states when to use this search versus the sibling agency searches, nor when to escalate from this list tool to get_grant_record for full record detail — that routing is left to inference.

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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