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My Quant — Editorial Discovery

My Quant — Editorial Discovery

my quant doesn’t speak english

The public editorial and advertising front door for the Liquidity Lab family: Seiche, LiquiLens, and LiquiLens—Undertow.

The site consumes each product's structured editorial feed at build time. Its SOURCE_PUBLISHED website mode gives every record the source marks published a MyQuant reading page, while preserving the specialist's canonical URL, exact claim, evidence clocks, fingerprint, and limitation. The mobile app feed is independently SUSPENDED and contains zero stories.

Every specialist page must also pass the analysis-quality gate. It answers what the source says, what changed (or why a comparison is unavailable), why the mechanism matters, what to inspect next, and where the evidence stops. The JSON Feed carries the same change/next-check fields and its PASSED receipt. A build fails instead of publishing thin labels, missing source identity, missing clocks, or known invalid comparison grammar.

data/fleet-registry.json maps the complete registered family at an immutable LiquiLens family.toml revision: seven core repositories, six research modules, and ten adjacent surfaces. Coverage does not imply ingestion. Only LiquiLens, Seiche, and Undertow market-liquidity currently publish compatible direct readings; upstream, research, private, paused, delivery, and separate-domain projects remain visible at /coverage with their exact reason.

The public site has two explicit lanes:

  • Interpreted: plain-English readings of Seiche, LiquiLens, and Undertow work;

  • MyQuant Analysis: independently sourced house reporting on important news.

The Interpreted lane includes reviewed longforms and LiquiLens historical case files. Case files display each lens's HIT, MISS, or VOID separately and state whether the replay was reconstructed later. They are not silently promoted into real-time calls or validated-backtest evidence.

Original house reporting lives in content/ and must declare its sources, contribution, limitations, and publication status.

npm test
MYQUANT_USE_REVIEWED_CACHE=1 npm run build
npm run verify
npm run dev

The build has no runtime dependencies. If a source is temporarily unavailable, it uses the last successful data/cache.json slice for that source and prints the coverage state in the generated page. The LiquiLens desk channel is additionally pinned to liquilens.desk-bit-feed.v1; a missing or changed root schema is treated as an upstream contract failure, so the build keeps the last accepted channel and marks LiquiLens as cached/degraded instead of normalizing an unknown shape.

Public API and MCP

The product exposes read-only discovery without accounts or user state:

  • GET /api/v1/capabilities describes the editorial, feed, and evidence surfaces;

  • GET /api/v1/health returns a non-sensitive compatibility heartbeat;

  • POST /mcp serves five stateless, read-only tools: discovery, health, bounded latest stories, exact stable-ID retrieval, and evidence-aware search;

  • GET /openapi.json is the curated REST contract;

  • GET /.well-known/ai-catalog.json and GET /.well-known/mcp.json expose public AI/MCP discovery, with the Registry manifest at GET /server.json.

The product version (0.1.0), REST contract (myquant.editorial/1.1), and MCP server (2.1.1 available) stay distinct. Content tools read the canonical public /feed.json, validate its full publication/evidence contract, retain source and release fields, and cap each list/search response at 20 records. Use latest_stories for a chronological overview, search_stories to find records by text, and get_story with a stable ID returned by either list tool. Search normalizes Unicode and whitespace, matches every space-separated term as a case-insensitive substring, and returns matches newest first. It does not perform semantic search or interpret quotation marks and Boolean operators. The tools return the archive's evidence clocks and limitations; a successful health check does not establish that its market evidence is current. Public health also reports Vercel's exact deployed Git SHA when available, allowing scheduled smoke and Registry publication to bind the live endpoint to a reviewed commit.

Registry verification builds with MYQUANT_USE_REVIEWED_CACHE=1; this uses the committed evidence receipt instead of pulling a different editorial wire after the release SHA has already been selected.

The MCP endpoint supports the current per-request protocol metadata as well as the listed legacy protocol handshakes. Legacy Mcp-Session-Id headers are accepted for compatibility but never create server-side sessions. Cross-origin MCP requests are limited to the configured MyQuant site origin; the REST metadata remains public and cacheable.

The deployed Streamable HTTP endpoint is https://myquantdoesntspeakenglish.com/mcp. No API key is required for these public read-only tools. Connect through the Glama remote connector or a compatible MCP client. The separate Glama repository listing tracks source licensing and optional Glama-hosted releases; a repository scan is distinct from inspection of the deployed remote connector.

Related MCP server: Mavryn

Software license and content rights

First-party software is available under the MIT license. The license does not cover editorial articles, collected data, third-party content, media, or branding. Fonts retain their existing SIL Open Font License notices. RIGHTS.md describes these boundaries. Installing the software or reading the MCP does not grant additional rights to its underlying sources.

Reviewed shadow copy

Model output never enters the network build or scheduled sync path. An operator may import one immutable, already-validated candidate with:

npm run app-copy:import -- \
  --packet /absolute/path/evidence-packet.json \
  --candidate /absolute/path/draft.json \
  --validator /absolute/path/validation.json \
  --review /absolute/path/public-copy-review.json

The importer checks exact file hashes, source ID and fingerprint, evidence packet and validator bindings, support pointers, shadow-only authority, immutable teacher/model revisions, and two-reviewer adjudication. A source revision makes the copy ineligible immediately: the website uses its deterministic SOURCE_GROUNDED explanation and the app edition omits the record. See docs/APP-COPY-IMPORT.md for the review receipt contract.

The scheduled sync evidence wire workflow checks seven upstream publication channels at 02:17, 08:17, 14:17, and 20:17 UTC. A changed evidence fingerprint produces one small content commit, which becomes the deployment trigger; an unchanged network produces no commit and no redeploy. Frequency is a check cadence, not a quota.

Editorial rule

Automation may collect and normalize published records. It may not manufacture a fact, silently infer calm from a missing feed, or publish a house investigation without the source and evidence fields described in content/README.md.

Website archive mode is an operator distribution instruction, not a claim that every source record received legal or regulatory clearance. Corrections, retractions, canonical links, content boundaries, and the emergency stop remain active. The homepage uses a first-party silent cinema cut derived from the approved app launch creative and documented in assets/media/. Third-party field recordings are explicitly excluded from the published build.

Available Tools

5 tools
get_healthCheck the My Quant public surfacesA
Read-onlyIdempotent
Inspect

Check that this endpoint responds with product.health.v1 metadata: product, API/MCP versions, deployed source SHA when available, and checked_at. Use for connection and version diagnosis; it does not fetch the editorial feed or prove source freshness. Public and read-only; no credentials or arguments. Use list_capabilities for supported surfaces and content limits.

get_storyRead one story by stable source IDA
Read-onlyIdempotent
Inspect

Retrieve one published story using its exact stable ID from latest_stories or search_stories. Returns story, feed receipt, and release identity while retaining canonical sources, evidence clocks, publication state, release IDs, and limitations. Matching is exact and case-sensitive; an unknown ID returns a tool error. Public and read-only; no credentials. The canonical feed is cached for up to 60 seconds; unavailable or invalid feeds return a tool error. Use search_stories first when you only know a title or topic.

Inputs: id (required). Returns: feed, story, schema, release

latest_storiesRead the latest evidence-bounded storiesA
Read-onlyIdempotent
Inspect

Read recent published archive records when you want a chronological overview without a search term. Returns count, stories, the feed receipt, and release identity; each story retains sources, evidence clocks, publication state, release IDs, and limitations. Public and read-only; no credentials. Lists default to 10 records, at most 20, without pagination. The canonical feed is cached for up to 60 seconds; unavailable or invalid feeds return a tool error. Use search_stories for text matching or get_story for an exact returned ID.

Inputs: limit. Returns: Published archive records with a feed receipt and deployed MCP release identity…

list_capabilitiesDiscover the My Quant editorial productA
Read-onlyIdempotent
Inspect

Discover available product features, API/MCP URLs, versions, content limits, and interpretation boundaries before choosing a content tool. Returns product.capabilities.v1 metadata, without fetching stories or checking upstream freshness. Public and read-only; no credentials or arguments. Use latest_stories for recent records or get_health for endpoint compatibility. The mobile app distribution channel remains separately suspended.

search_storiesSearch evidence-bounded storiesA
Read-onlyIdempotent
Inspect

Find published archive records by text when you do not know an exact story ID. All space-separated terms must match as case-insensitive substrings across IDs, titles, summaries, tags, products, beats, evidence status, contributions, or source labels/release IDs. Returns newest-first stories, normalized query, count, feed receipt, and release identity, preserving evidence clocks and limitations. No relevance ranking or pagination; zero matches returns an empty list. Public and read-only; no credentials. The feed is cached for up to 60 seconds; invalid queries or unavailable/invalid feeds return a tool error. Use get_story for an exact ID or latest_stories for an unfiltered overview.

Inputs: query (required), limit. Returns: Published archive records with a feed receipt and deployed MCP release identity…

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A4.6/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool targets a clearly distinct capability: metadata discovery (list_capabilities), health/version diagnosis (get_health), chronological listing (latest_stories), exact-ID retrieval (get_story), and text search (search_stories). The descriptions explicitly cross-reference sibling tools ('Use search_stories for...', 'Use get_story for an exact ID'), removing ambiguity between the two metadata tools and between listing vs. searching. An agent can reliably select the right tool for a given intent.

    Naming Consistency4/5

    Most tools follow a predictable verb_noun snake_case pattern (list_capabilities, get_health, get_story, search_stories). The outlier is latest_stories, an adjective_noun phrase with no verb, which slightly breaks the pattern. Otherwise the convention is consistent and readable.

    Tool Count5/5

    Five tools is well-scoped for a read-only editorial discovery surface, with each tool earning its place (capabilities, health, list, get, search). No redundant or trivially thin endpoints, and no bloat. The set is tight and purposeful.

    Completeness4/5

    The surface covers the core read-only discovery lifecycle: discover capabilities, verify health, list recent stories, fetch by ID, and search by text. Minor gaps remain, such as no pagination beyond 20 records and no tag/beat browsing distinct from free-text search, but agents can work around these. Coverage is solid for the stated public, read-only purpose.

    Maintenance

    ActivityActive
    ResponsivenessNo recent community issues

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