Valuein — SEC EDGAR Fundamentals & Smart-Money Data

Get Saved Thesis

get_thesis

Read-onlyIdempotent

Fetch a single saved thesis by its id. Returns the full record including outcome (if scored). Returns NOT_FOUND if the id is unknown or belongs to another user. For the claims composing a thesis use list_claims_for_thesis; for an individual claim use get_claim. Tier: paid + free (sample rejected).

Input Schema

TableJSON Schema

Name	Required	Description	Default
`thesis_id`	Yes	Id returned by `save_thesis` or `list_theses`.

Output Schema

TableJSON Schema

Name	Required	Description	Default
`_meta`	Yes	Provenance envelope — data lineage for every MCP response
`thesis`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedSep 18, 2026

changedOutput schema / properties / _meta / properties / fundamentals_as_of / description

Previous value: -"ISO timestamp when the FINANCIAL STATEMENTS were last rebuilt. Use THIS — not `last_updated` — when telling a user how current the fundamentals are. The snapshot is republished on every weekday price refresh while the statements are carried forward unchanged, so `last_updated` can be far more recent than the numbers it sits next to."New value: +"ISO timestamp when the FINANCIAL STATEMENTS were last rebuilt in bulk. Use THIS — not `last_updated` — when telling a user how current the cross-sectional fundamentals are. The snapshot is republished on every weekday price refresh while the statements are carried forward unchanged, so `last_updated` can be far more recent than the numbers it sits next to. It is a floor for a single filer, not a ceiling: a filer with a live partition receives its filing, facts and ratios intraday (minutes after EDGAR dissemination), so an entity-scoped read may carry a filing newer than this; cross-sectional ranks (factor scores, earnings signals) refresh with the weekly bulk export."

Changed2 schema fields changedJul 25, 2026

addedOutput schema / properties / _meta / properties / fundamentals_as_of

Added value: +{
+  "description": "ISO timestamp when the FINANCIAL STATEMENTS were last rebuilt. Use THIS — not `last_updated` — when telling a user how current the fundamentals are. The snapshot is republished on every weekday price refresh while the statements are carried forward unchanged, so `last_updated` can be far more recent than the numbers it sits next to.",
+  "type": "string"
+}

addedOutput schema / properties / _meta / properties / price_as_of

Added value: +{
+  "description": "ISO timestamp when the price surfaces were last refreshed.",
+  "type": "string"
+}

Changed2 schema fields changedJul 7, 2026

addedOutput schema / properties / _meta / properties / cost_usd

Added value: +{
+  "additionalProperties": false,
+  "description": "Per-call cost transparency. Omitted for subscription-only tools that have no PAYG-equivalent price.",
+  "properties": {
+    "amount_usd": {
+      "minimum": 0,
+      "type": "number"
+    },
+    "basis": {
+      "description": "payg_charge = real agent-pay charge. payg_rate_card = indicative price, not billed.",
+      "enum": [
+        "payg_charge",
+        "payg_rate_card"
+      ],
+      "type": "string"
+    },
+    "billed": {
+      "description": "true = this amount was actually charged via PAYG for this call. false = indicative PAYG-equivalent value; your plan already covers this call for free.",
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "amount_usd",
+    "billed",
+    "basis"
+  ],
+  "type": "object"
+}

addedOutput schema / properties / _meta / properties / latency_ms

Added value: +{
+  "description": "Wall-clock milliseconds this tool call took, measured server-side around the handler.",
+  "minimum": 0,
+  "type": "integer"
+}

Changed1 schema field changedJul 3, 2026

addedOutput schema / properties / thesis / properties / outcome_components

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {},
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "description": "Phase C fundamentals × price breakdown (fundamentals_score, price_score, price_return_pct, legs_used, basis, …). Null when not yet scored or scored without a breakdown; absent entirely on records graded before Phase C shipped — both mean 'no components recorded'."
+}

Changed1 schema field changedJun 18, 2026
- addedOutput schema / properties / _meta / properties / pit_safe / description
```
Added value: +"true iff a zero-look-ahead point-in-time cut was applied to every returned figure"
```

Changed1 schema field changedMay 29, 2026

addedOutput schema / properties / thesis / properties / visibility

Added value: +{
+  "description": "Phase 3 visibility: 'private' (owner-only), 'unlisted' (known URL), 'public' (surfaces on the author's /[handle] profile + reputation).",
+  "enum": [
+    "private",
+    "unlisted",
+    "public"
+  ],
+  "type": "string"
+}

AddedMay 12, 2026

TDQS

A4.7/5.0

Behavior5/5

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

Annotations already establish read-only, idempotent, non-destructive behavior; the description adds meaningful behavioral context: NOT_FOUND on unknown or foreign IDs, conditional inclusion of outcome, and tier access restrictions. No contradiction with annotations.

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?

Four short sentences front-load the action and resource, then cover behavior, alternatives, and access tier without redundancy. Every sentence earns its place.

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?

For a single-record getter with one parameter, an output schema, and safety annotations, the description covers ownership behavior, conditional return content, sibling routing, and eligibility. Nothing an agent needs to call it correctly 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 coverage is 100% and the single thesis_id parameter is already described as returned by save_thesis or list_theses. The description reinforces 'by its id' but does not add semantics beyond the schema, so the baseline 3 is appropriate.

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 opens with a precise verb and object ('Fetch a single saved thesis by its id'), defines the return scope ('full record including outcome'), and explicitly routes to siblings (list_claims_for_thesis, get_claim) so the agent can distinguish it from related fetch tools.

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?

It states exactly when to use the tool (single thesis by id) and names alternatives for claims composing a thesis and individual claims. The tier note also clarifies eligibility, and the ownership caveat tells the agent to expect NOT_FOUND for other users' IDs.

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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