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Explore what tracked Claude Connectors and ChatGPT Plugins can actually do. Search by tool, Plugin, Brand, category, verb, or access requirement.
Latest snapshot2026-09-12USmethodology registry-public-v1
Searchable tools
113,018
Authless tools
7,424
Auth required
100,766
Described tools
61,167
113,018 tools
- Get data source healthget · Check whether a data source is still receiving data, and how much.
Returns when the last sample arrived plus request-volume series. Use it first
when a user reports missing data or asks whether an integration is still
working: a stale ``dateLastSampleReceived`` says the problem is upstream of
Openlayer, not in their tests.
The volume series come in fixed hourly/daily/weekly/monthly windows computed by
the backend -- the route accepts no time range, so an arbitrary window (say,
one specific day last week) cannot be requested here. Use
``fetch_data_source_rows`` with timestamp filters for that.OpenlayerOpenlayer
PluginrequiredAI - Get data source rowget · Fetch one row (trace) from a data source by inference ID, with its OTel steps.
Direct lookup for when you already have an inference ID -- from a user, a log,
or a previous search -- so you don't have to build a filter to find one trace.OpenlayerOpenlayerPluginrequiredAI
- Get data source sessionget · Get the aggregation for one session in a data source.
The drill-down for ``fetch_data_source_sessions``: returns the session's record
count, token usage, cost, duration and scores.OpenlayerOpenlayerPluginrequiredAI
- Get data source session summaryget · Read the cached AI summary of a session, plus a staleness flag.
A whole conversation compressed into a paragraph -- far cheaper to reason over
than paging the raw turns. Read-only: it never triggers generation. Summary
generation is gated by workspace AI-feature settings and is deliberately not
exposed as a tool, so a session with no summary yet reports that explicitly
rather than looking like an empty summary.
``stale`` is true when the session has changed since the summary was written.OpenlayerOpenlayerPluginrequiredAI
- Get data source userget · Get the aggregation for one user of a data source.
Use when you already have a user ID and want that user's session count, record
count, token usage and cost without paging the whole cohort.OpenlayerOpenlayerPluginrequiredAI
- Get framework project rule statsget · Get per-project rule pass/fail stats for a framework.OpenlayerOpenlayerPluginrequiredAI
- Get rule result evidenceget · Get the evidence attached to a rule result.OpenlayerOpenlayerPluginrequiredAI
- Get test resultsget · List results for a test.OpenlayerOpenlayerPluginrequiredAI
- Get workspace rule statsget · Get aggregate rule-result stats for a workspace (compliance summary).OpenlayerOpenlayerPluginrequiredAI
- List commit test resultslist · List the test results for a commit.
Each result is shaped to the essentials: test_name, status, threshold, the
measured value, and goal_id -- pass that goal_id to
``fetch_failed_rows_for_goal`` to drill into the failing rows and read the
LLM judge's per-row scores and explanations.OpenlayerOpenlayerPluginrequiredAI
- List commitslist · List the commits in a project.OpenlayerOpenlayerPluginrequiredAI
- List data source user sessionslist · List one user's sessions in a data source.
The cohort investigation path: ``list_data_source_users`` surfaces a user
whose cost or latency stands out, then this shows that user's sessions.OpenlayerOpenlayerPluginrequiredAI
- List data source userslist · List per-user activity aggregations for a data source.
Returns users who interacted with the data source along with session counts,
record counts, token usage, and costs -- useful for cohort/session analysis.OpenlayerOpenlayerPluginrequiredAI
- List framework documentslist · List the documents (e.g. the underlying standard/policy) for a framework.OpenlayerOpenlayerPluginrequiredAI
- List framework ruleslist · List the rules that belong to a framework.OpenlayerOpenlayerPluginrequiredAI
- List frameworkslist · List the compliance/governance frameworks in a workspace.OpenlayerOpenlayerPluginrequiredAI
- List inference pipeline test resultslist · List the test results for an inference pipeline (data source).
Each result is shaped to the essentials: test_name, status, threshold, the
measured value, and goal_id -- pass that goal_id to
``fetch_failed_rows_for_goal`` to drill into the failing rows and read the
LLM judge's per-row scores and explanations.OpenlayerOpenlayerPluginrequiredAI
- List inference pipelineslist · List the inference pipelines in a project.OpenlayerOpenlayerPluginrequiredAI
- List projectslist · Get a list of the projects in the user's workspace.OpenlayerOpenlayerPluginrequiredAI
- List rule resultslist · List the per-project results for a rule.OpenlayerOpenlayerPluginrequiredAI
- List rule tagslist · List the rule tags defined in a workspace.
Tags categorize rules (e.g. by topic or control family); use them when
composing a framework or filtering rules.OpenlayerOpenlayerPluginrequiredAI
- List ruleslist · List the governance rules in a workspace.OpenlayerOpenlayerPluginrequiredAI
- List test result sessionslist · List the sessions behind a session-level test result, with their scores.
Use this to answer "why did this session test fail?". Each session comes back
enriched with the test's session-metric score, its explanation, and pass/fail
status. This is the session-level counterpart to
``fetch_failed_rows_for_goal``, which only reaches row-level failures.
A ``null`` score does not necessarily mean the session was unscored -- it
depends on the data source's backend. ClickHouse-native data sources return
only sessions that have a recorded score in the result's evaluation window;
other backends return every session in the window, with ``score`` null where
the metric had no resolved value.OpenlayerOpenlayerPluginrequiredAI
- List testslist · List the tests defined in a project.
Returns a summary per test (name, type, subtype, a one-line threshold, dataset
usage). The full threshold/rubric is intentionally omitted here to save tokens.OpenlayerOpenlayerPluginrequiredAI
- List workspace rule resultslist · List rule results across a workspace (the compliance posture).OpenlayerOpenlayerPluginrequiredAI
- List workspaceslist · List the workspaces you belong to, and which one this connection uses.
This connection can only act on its own workspace. To work in another one, add
a second Openlayer MCP connection and pick that workspace when authorizing it.OpenlayerOpenlayerPluginrequiredAI
- Retrieve commitretrieve · Retrieve a commit by ID.OpenlayerOpenlayerPluginrequiredAI
- Retrieve frameworkretrieve · Retrieve a framework by ID.OpenlayerOpenlayerPluginrequiredAI
- Retrieve framework documentretrieve · Retrieve a framework document's content.
The full document can be large (tens of thousands of tokens). Set
``sections_only=True`` to get just the section titles (the outline), then
fetch the full content only when needed.OpenlayerOpenlayerPluginrequiredAI
- Retrieve inference pipelineretrieve · Retrieve an inference pipeline by ID.OpenlayerOpenlayerPluginrequiredAI
- Retrieve ruleretrieve · Retrieve a rule by ID.OpenlayerOpenlayerPluginrequiredAI
- Retrieve rule resultretrieve · Retrieve a single rule result by ID.OpenlayerOpenlayerPluginrequiredAI
- Retrieve testretrieve · Retrieve one test in full, including its complete thresholds and rubric.
``list_tests`` deliberately summarizes thresholds to one line to save tokens,
so this is the way to see what a test actually asserts -- the full threshold
list, and for LLM-rubric tests the evaluation prompt itself. Read this before
calling ``update_test``, so you preserve the fields you don't mean to change.OpenlayerOpenlayerPluginrequiredAI
- Search Openlayer docssearch · Search the Openlayer documentation for relevant information.
Use as a last resort when other tools don't provide what's needed. Returns
a list of results, each with 'title', 'link', and 'content'.OpenlayerOpenlayerPluginrequiredAI
- Update data source rowupdate · Patch fields onto an existing production row -- e.g. backfill ground truth.
The main use is labeling: tests that compare predictions against ground truth
cannot evaluate rows where the ground-truth column is empty, so filling it in
is what makes those rows measurable.
This modifies live production data. Only the keys present in ``row`` are
written; other columns are left alone. Confirm the target with
``get_data_source_row`` first.OpenlayerOpenlayerPluginrequiredAI
- Update frameworkupdate · Update a framework -- e.g. activate or deactivate it.
Set ``enabled=True`` to activate a framework for the workspace (or ``False`` to
deactivate). For built-in frameworks only ``enabled``, ``tags``, and
``project_selector`` are mutable.OpenlayerOpenlayerPluginrequiredAI
- Update projectupdate · Update an existing project's metadata.
Only the fields you pass are changed; anything omitted is left alone. Use
this to rename or re-describe a project after it has been created.
Git repo, ownership, and Slack alert routing are deliberately not updatable
here -- change those in the web app.OpenlayerOpenlayerPluginrequiredAI
- Update ruleupdate · Update a governance rule (built-in rules cannot be renamed).OpenlayerOpenlayerPluginrequiredAI
- Update rule resultupdate · Update a rule result -- e.g. deactivate/reactivate it or assign an owner.OpenlayerOpenlayerPluginrequiredAI
- Update testupdate · Update an existing test: rename it, retune its thresholds, archive or pause it.
This is how you refine a test rather than creating a near-duplicate. Only the
arguments you pass are sent, but ``thresholds`` replaces the whole list, so
read the current value with ``retrieve_test`` and send the full edited list --
not just the entry you changed.OpenlayerOpenlayerPluginrequiredAI
- armar_pedidoarmar · PREVIEW del carrito (NO cobra ni crea el pedido): pasá `items` (ean + cantidad) y devuelve cada línea con precio unitario, subtotal por línea, subtotal total, y los rechazados con su motivo (no existe / medicamento / sin stock). Usalo para mostrarle al cliente el pedido con el total ANTES de llamar a crear_pedido. Read-only.Farmacia SianoFarmacia SianoPluginrequiredCommerce
- buscar_productosbuscar · Busca productos del catálogo online por nombre/marca. Devuelve hasta `limit` resultados con precio y disponibilidad. No incluye medicamentos: si la consulta es un medicamento o un principio activo, devuelve `medicamento:true` con cero productos y una `nota` — en ese caso NO ofrezcas sustitutos ni productos parecidos, decí lo que dice la nota (se atiende en el local).Farmacia SianoFarmacia SianoPluginrequiredCommerce
- cotizar_enviocotizar · Cotiza el envío a un destino: retiro en sucursal (siempre, $0) + delivery en La Costa (pasá `direccion` con calle/número/localidad) + envío nacional por Correo Argentino (pasá `codigo_postal` de 4 dígitos). Devolvé la cantidad de unidades del pedido (`unidades`) para calcular la caja del nacional. Mismo precio que la web/WhatsApp. Días hábiles en rango, no fechas absolutas. No cotiza cadena de frío (solo retiro).Farmacia SianoFarmacia SianoPluginrequiredCommerce
- crear_pedidocrear · Arma un carrito y devuelve un LINK DE PAGO (Mercado Pago) para pasarle al cliente. Modelo pago-first: el pedido entra a la operación recién cuando el cliente paga el link. Requiere permiso de escritura. Precio/stock revalidados en el server; medicamentos/sin stock se rechazan.Farmacia SianoFarmacia SianoPluginrequiredCommerce
- listar_categoriaslistar · Lista las categorías navegables de la tienda (sin las ocultas/medicamentos). Útil para después pedir productos_de_categoria.Farmacia SianoFarmacia SianoPluginrequiredCommerce
- listar_marcaslistar · Lista las marcas del catálogo (top por cantidad de productos). Útil para después pedir productos_de_marca.Farmacia SianoFarmacia SianoPluginrequiredCommerce
- productos_de_categoriaproductos · Productos de una categoría por slug (paginado). Usá listar_categorias para conocer los slugs.Farmacia SianoFarmacia SianoPluginrequiredCommerce
- productos_de_marcaproductos · Productos de una marca por slug (paginado). Usá listar_marcas para conocer los slugs.Farmacia SianoFarmacia SianoPluginrequiredCommerce
- ver_disponibilidadver · Disponibilidad de un producto (¿hay stock propio? ¿es comprable vía droguería? ¿entrega en el día?). No expone el número de stock.Farmacia SianoFarmacia SianoPluginrequiredCommerce
- ver_preciover · Precio de venta vigente de un producto por EAN (con precio tachado y línea sin impuestos si corresponde).Farmacia SianoFarmacia SianoPluginrequiredCommerce
What is Tool Explorer?
Tool Explorer indexes the callable tool names and descriptions attached to public registry profiles. It is useful for seeing what agents can actually invoke, not just which profile exists.
How do category and verb filters work?
Category filters use the live registry category rollup. Verb filters use the public tool insights rollup, so the page stays backed by the same read models as the tracker charts.
Why do auth requirements matter?
Auth requirements show whether a tool is likely usable without account connection, requires authentication, is private, or is unknown in the current snapshot.