Skip to content

feat(mcp): multi-index MCP server support (RAAE-1603)#646

Merged
vishal-bala merged 7 commits into
mainfrom
feature/raae-1603-mcp-multi-index
Jul 3, 2026
Merged

feat(mcp): multi-index MCP server support (RAAE-1603)#646
vishal-bala merged 7 commits into
mainfrom
feature/raae-1603-mcp-multi-index

Conversation

@vishal-bala

@vishal-bala vishal-bala commented Jul 3, 2026

Copy link
Copy Markdown
Collaborator

Overview

Rolls up the RedisVL MCP multi-index server epic (RAAE-1603) into main. A single MCP server can now expose one or more configured Redis index bindings — with discovery (list-indexes), explicit per-call routing (an optional index argument on search-records/upsert-records), and per-index write policy — while existing single-index configs and callers behave exactly as before.

This is a roll-up — every change was already reviewed and merged

This PR introduces no new code. It is the aggregate of a stacked series of per-ticket PRs, each reviewed and squash-merged into the feature/raae-1603-mcp-multi-index collector branch:

  • #629 — RAAE-1604: config + runtime refactor (immutable BindingRuntime, per-binding startup/teardown, resolve_binding routing, single global concurrency semaphore)
  • #630 — RAAE-1605: list-indexes discovery tool
  • #631 — RAAE-1606: search-records index routing
  • #632 — RAAE-1607: upsert-records index routing + per-index write policy
  • #633 — RAAE-1608: concept/how-to/README docs

Each stacked PR was reviewed (human + Cursor Bugbot) and its threads resolved before merge; this branch is the sum of those merges plus a sync with main.

Synced with main

The branch is up to date with main, including the recently merged MCP security work — Host/Origin header validation (#643) and the nltk drop (#645) — pulled in via merge, so this PR's diff contains only the epic's own changes (main's commits are in the merge base).

Security review

A security review of the epic diff was run (auth scope enforcement, read-only/write policy, index routing, info leakage, injection, config/vectorizer resolution). No findings — tokenless HTTP is rejected upstream by the SDK auth middleware, scopes and read-only policy are enforced at both registration and per-call, routing is confined to configured bindings, and redis_name is never exposed by list-indexes.

Verification

  • Full MCP unit + integration suite: 283 passed / 1 skipped on redis:8.2 (now runs without nltk).
  • mypy clean; black/isort clean.
  • Backward compatibility covered by dedicated tests (single-binding defaults, omitted-index behavior, unchanged response contract aside from the additive index echo).

🤖 Generated with Claude Code


Note

Medium Risk
Changes MCP server startup, routing, and write boundaries across bindings; single-index behavior is preserved but multi-index misconfiguration or routing errors could affect production assistants.

Overview
Multi-index MCP server — One process can expose several logical index bindings from YAML indexes, each with its own schema inspection, search config, vectorizer, and runtime limits. Startup is all-or-nothing: any binding failure prevents the server from starting.

Routing and discovery — New list-indexes tool enumerates logical ids, filterable fields, upsert_available, and optional limits (without exposing redis_name). search-records and upsert-records accept an optional index argument; responses echo the resolved id. With a single binding, omitting index still works; with multiple bindings, omitting or using an unknown id returns invalid_request.

Write policy — Global --read-only / REDISVL_MCP_READ_ONLY plus per-binding read_only: true combine into effective_read_only. upsert-records is registered only if at least one binding is writable; writes to a read-only binding fail with forbidden before Redis is touched.

Implementation — Config drops the “exactly one index” rule and adds description / read_only on bindings. Server state moves to per-binding BindingRuntime and resolve_binding(); removed single-index helpers like get_index(). Search tool descriptions omit per-schema hints when multiple indexes are configured and point clients to list-indexes.

Reviewed by Cursor Bugbot for commit 553e55f. Bugbot is set up for automated code reviews on this repo. Configure here.

vishal-bala and others added 7 commits June 30, 2026 23:11
## Motivation

The RedisVL MCP server currently binds to exactly one Redis index per
process. That single-binding assumption is enforced by a config
validator and baked throughout the codebase — single-resource server
state, single-binding convenience accessors on `MCPConfig`, and the
search/upsert tools. Before the server can expose multiple logical
indexes from a single endpoint
([RAAE-1603](https://redislabs.atlassian.net/browse/RAAE-1603)), that
assumption has to be removed and replaced with a real multi-binding
model.

This PR ([RAAE-1604](https://redislabs.atlassian.net/browse/RAAE-1604))
does exactly that, and nothing more: it reshapes the configuration and
runtime model so the server can start, inspect, validate, and serve one
*or many* bindings, while keeping existing single-index configs and
callers behaving identically. It is the foundation the rest of the epic
(discovery via `list-indexes`, index routing on
`search-records`/`upsert-records`, docs) builds on, so it intentionally
does not yet add any new request parameters or tools.

## Implementation

The core of the change is a new immutable `BindingRuntime` (in
`redisvl/mcp/runtime.py`) that bundles everything a tool call needs for
one logical index: the binding config, the connected `AsyncSearchIndex`,
its effective (inspected + overridden) schema, an optional vectorizer,
the resolved native-hybrid-search capability, and the effective
read-only flag. The server now holds a `dict[str, BindingRuntime]` keyed
by logical id instead of a single set of `_index`/`_vectorizer` fields.
Startup iterates every configured binding and inspects, validates, and
initializes each one independently — each binding owns its own Redis
client — with all-or-nothing teardown so a single bad binding fails
startup cleanly without leaking connections.

On the config side, the "exactly one configured index binding" validator
is gone (we now simply require at least one binding with non-blank ids),
and the schema-inspection, runtime-mapping, and search-validation
methods move from `MCPConfig` onto `MCPIndexBindingConfig` where they
naturally belong per binding. The single-binding convenience accessors
on `MCPConfig` are removed. Each binding gains optional `description`
and `read_only` fields, and a binding's effective write availability is
computed as global `--read-only` OR the per-index `read_only`. Tool
resolution goes through a new `server.resolve_binding(index_id)` helper
that defaults to the sole binding when one is configured (preserving
backward compatibility) and returns an `invalid_request` error when an
index is omitted with multiple bindings configured or when an unknown id
is given. The search and upsert tools were re-threaded to operate on a
resolved `BindingRuntime` rather than reaching into single-binding
server accessors.

Additional notes:

- Native-hybrid-search support is now probed eagerly per binding at
startup and stored on the `BindingRuntime`, replacing the previous lazy
single-index cache.
- The concurrency semaphore is a single process-wide ceiling sized from
the maximum `max_concurrency` across bindings; the request timeout is
sourced per-binding and passed explicitly into `run_guarded`.
- `get_index()` / `get_vectorizer()` are retained as thin convenience
wrappers over `resolve_binding(None)`.
- Implemented test-first: new coverage for multi-binding config loading,
`description`/`read_only` defaults, `resolve_binding` routing semantics,
semaphore sizing, per-binding teardown, and three integration tests
(multi-binding startup, global read-only override, and a single invalid
binding failing startup), alongside the updated single-index tests that
confirm backward compatibility.

## Verification

- `mypy` clean across all source files; `black`/`isort` formatted.
- 182 MCP unit tests pass.
- 44 MCP integration tests pass (2 skipped on Redis-version gates)
against Redis 8.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

[RAAE-1603]:
https://redislabs.atlassian.net/browse/RAAE-1603?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ
[RAAE-1604]:
https://redislabs.atlassian.net/browse/RAAE-1604?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Medium Risk**
> MCP startup/teardown and binding resolution affect how indexes are
served; the required `run_guarded(..., timeout_seconds=)` change breaks
custom MCP extensions that call it directly.
> 
> **Overview**
> **MCP** moves from a single enforced index binding to a **`dict` of
`BindingRuntime`** entries: startup inspects and initializes each
configured index independently (own client, vectorizer, hybrid probe,
effective read-only), with **`resolve_binding(index_id)`** defaulting
when only one index is configured and rejecting ambiguous or unknown
ids. Config drops the “exactly one binding” rule and **`MCPConfig`**
convenience accessors; per-binding **`description`**, **`read_only`**,
and schema/search helpers live on **`MCPIndexBindingConfig`**.
Search/upsert tools read from the resolved runtime; **`run_guarded`**
now requires **`timeout_seconds=`** per binding (breaking for direct
callers).
> 
> Also in this release: **`SearchIndex.drop_keys`** uses **`UNLINK`**
instead of **`DEL`**; semantic router **`delete()`** removes the
standalone route-config key; **`sql-redis>=0.7.1`** with docs for
**`hybrid_vector_search` / FT.HYBRID**; auto-release publishes to PyPI
via **`pypa/gh-action-pypi-publish`** with OIDC; version **0.22.0**.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
bd2a28a. Bugbot is set up for automated
code reviews on this repo. Configure
[here](https://www.cursor.com/dashboard/bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

---

### ⚠️ Breaking change for downstream authors

`RedisVLMCPServer.run_guarded(operation_name, awaitable)` now requires a
keyword-only `timeout_seconds` argument (sourced from each binding's
`request_timeout_seconds`). Any code that subclasses `RedisVLMCPServer`
or calls `run_guarded` directly (custom tools/plugins) must update its
call sites to pass `timeout_seconds=`, otherwise it raises `TypeError:
run_guarded() missing 1 required keyword-only argument:
'timeout_seconds'` at call time. This repository has no CHANGELOG file,
so this note serves as the migration callout (per review feedback on
#629).

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
> Stacked on #629 (RAAE-1604). Review/merge that first; this PR targets
the 1604 branch so the diff is scoped to the discovery tool.

## Motivation

Once a single MCP server can expose multiple logical indexes
([RAAE-1604](https://redislabs.atlassian.net/browse/RAAE-1604)), clients
need a lightweight way to discover what's available so they can pick the
right index instead of guessing. This PR
([RAAE-1605](https://redislabs.atlassian.net/browse/RAAE-1605)) adds an
always-registered, read-only `list-indexes` tool for exactly that, and
it grounds discovery in the schema the server already inspected at
startup rather than asking users to re-declare field metadata in config.

## Implementation

The new tool (`redisvl/mcp/tools/list_indexes.py`) returns one entry per
configured binding, in configured order: the logical `id`, an optional
`description`, an `upsert_available` flag, the shared filterable
`fields`, and — only when explicitly configured — a `limits` object.
`upsert_available` is simply `not effective_read_only`, so it already
reflects both the global `--read-only` flag and the per-index
`read_only` policy resolved at startup. The `fields` list is built from
the binding's effective (inspected + overridden) schema that already
lives on its `BindingRuntime`, so the output stays consistent with what
the index actually contains; the vector field and the configured default
embed-source text field are omitted because they are implementation
inputs rather than fields a client would filter on. The Redis index name
(`redis_name`) is deliberately never exposed. Limits are included only
when the operator set them explicitly — detected via the runtime model's
`model_fields_set` — so defaults don't masquerade as deliberate
overrides; per the contract this covers `max_limit` and
`max_upsert_records`.

The tool is registered unconditionally during the server's tool
registration (alongside `search-records` and the
conditionally-registered `upsert-records`) and is gated by the same read
scope as search when auth is enabled, since it is read-only.

- Output is deterministic and ordered by configured binding.
- No new configuration surface or settings are required.

## Verification

- `mypy` clean; `black`/`isort` formatted.
- New unit coverage: field omission (vector + embed-source),
description/limits inclusion rules, `redis_name` secrecy, read-only
reflection, single- and multi-binding output, and tool registration.
- New integration test starts a real two-binding server (one vector, one
fulltext) and asserts the discovered fields come from the inspected
schema and follow the omission rules.
- Full MCP suite green: 178 unit + 45 integration (2 skipped on
Redis-version gates) against Redis 8.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

[RAAE-1604]:
https://redislabs.atlassian.net/browse/RAAE-1604?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ
[RAAE-1605]:
https://redislabs.atlassian.net/browse/RAAE-1605?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Low Risk**
> Read-only discovery metadata with no new config; behavior is additive
and gated like existing search tools when auth is enabled.
> 
> **Overview**
> Adds a read-only **`list-indexes`** MCP tool so clients can discover
logical indexes on multi-binding servers before calling
**`search-records`** or **`upsert-records`**.
> 
> The tool is **always registered** during `_register_tools` (alongside
search; upsert remains conditional). Each binding is returned in config
order with **`id`**, optional **`description`**, **`upsert_available`**
(`not effective_read_only`), filterable **`fields`** from the
startup-inspected schema (vector and default embed-source text omitted),
and **`limits`** only when **`max_limit`** / **`max_upsert_records`**
were explicitly set. **`redis_name`** is never exposed; empty bindings
raise **`RuntimeError`** like other pre-startup paths. When auth is on,
the tool uses the same **read scope** as search.
> 
> Unit and integration tests cover payload rules, registration, and a
two-binding startup scenario.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
45ce686. Bugbot is set up for automated
code reviews on this repo. Configure
[here](https://www.cursor.com/dashboard/bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
## Motivation

With a single MCP server now able to expose multiple logical index
bindings ([RAAE-1604](https://redislabs.atlassian.net/browse/RAAE-1604))
and advertise them via `list-indexes`
([RAAE-1605](https://redislabs.atlassian.net/browse/RAAE-1605)), the
`search-records` tool still implicitly resolved the sole binding. On a
multi-binding server it had no way to say *which* index a query should
run against. This change
([RAAE-1606](https://redislabs.atlassian.net/browse/RAAE-1606)) makes
that routing explicit while keeping the public contract backwards-safe
for existing single-index callers.

The design goal is that v1 clients see no behavioral change: when
exactly one binding is configured and the caller omits `index`, the
request resolves to that binding exactly as before. Routing only becomes
mandatory once ambiguity exists. Query construction, validation,
pagination, filtering, and the configured search mode all remain owned
by the selected binding — this ticket adds only the selection and a
confirmation echo, not new query behavior.

## Implemented changes

`search-records` gains an optional `index` argument naming the logical
binding to query. Resolution flows through the shared `resolve_binding`
routing introduced in RAAE-1604, so the three cases fall out
consistently: an omitted `index` with one binding resolves to that
binding; an omitted `index` with multiple bindings returns
`invalid_request`; and an unknown id returns `invalid_request`. The
resolved logical id is echoed back as the `index` field of the response
payload so multi-index clients can confirm where a query actually ran.
All downstream work (limits, schema, vectorizer, search config)
continues to read from the resolved binding's runtime.

When multiple bindings are configured the tool description is ambiguous
about fields, so instead of emitting per-field filter hints it now
appends a short routing note directing the client to call `list-indexes`
first and pass the chosen id as `index`. Single-binding servers keep
their full schema-derived description unchanged.

Minor additional changes:

- The FastMCP wrapper exposes `index` as a tool parameter so MCP clients
can supply it.
- Unit coverage for default-to-sole-binding, named routing, unknown-id
rejection, the wrapper param, and the ambiguous-schema description note.
- Integration coverage for a two-binding server: routing to each named
binding, omitted-index rejection, unknown-id rejection, and
single-binding echo.

## Verification

- `make format` (isort + black) and mypy clean on changed files.
- Full MCP suite: **232 passed, 2 skipped** (Redis-version-gated) across
unit + integration.

## Stacking

This PR targets `feature/raae-1605-list-indexes` so its diff stays
scoped to search routing. Review/merge bottom-up:
[#629](#629) →
[#630](#630) → this PR.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

[RAAE-1604]:
https://redislabs.atlassian.net/browse/RAAE-1604?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ
[RAAE-1605]:
https://redislabs.atlassian.net/browse/RAAE-1605?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ
[RAAE-1606]:
https://redislabs.atlassian.net/browse/RAAE-1606?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Low Risk**
> Backward-compatible for single-index callers; changes are limited to
MCP search routing and an additive response field, with validation
delegated to existing `resolve_binding`.
> 
> **Overview**
> The MCP **`search-records`** tool now accepts an optional **`index`**
argument so clients can target a specific logical binding on multi-index
servers. Resolution goes through **`resolve_binding`**: omitting
**`index`** still works when only one binding exists; with multiple
bindings, **`index`** is required and unknown ids return
**`invalid_request`**.
> 
> Successful responses include a new **`index`** field with the resolved
binding id so callers can confirm routing. The FastMCP wrapper exposes
**`index`** as a tool parameter.
> 
> When the server has multiple indexes, the tool description skips
per-schema filter/return-field hints and instead tells clients to call
**`list-indexes`** and pass the chosen id as **`index`**. Single-index
servers keep the full schema-derived description.
> 
> Unit and integration tests cover named routing, omitted-index errors
on multi-binding setups, unknown-index rejection, single-binding echo
behavior, and the ambiguous-schema description.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
c2f30d5. Bugbot is set up for automated
code reviews on this repo. Configure
[here](https://www.cursor.com/dashboard/bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
…ds (RAAE-1607) (#632)

## Motivation

This completes the multi-index tool surface for the RedisVL MCP server.
After [RAAE-1606](https://redislabs.atlassian.net/browse/RAAE-1606)
taught `search-records` to route by logical index, `upsert-records`
([RAAE-1607](https://redislabs.atlassian.net/browse/RAAE-1607)) needs
the same explicit routing — but writes also carry a policy dimension
that reads do not. A single server can now host a mix of writable and
read-only bindings, and the tool must respect both the global
`--read-only` override and each binding's own `read_only` flag while
staying backwards-safe for existing single-index clients.

The design keeps single-index behavior identical: when one binding is
configured and `index` is omitted, the write resolves to that binding
exactly as before. Routing becomes mandatory only once multiple bindings
exist. Write enforcement happens at two complementary levels so the
contract is unambiguous: a server with no writable bindings should not
advertise the tool at all, while a server with some writable bindings
still needs to protect the read-only ones on a per-call basis.

## Implemented changes

`upsert-records` gains an optional `index` argument naming the logical
binding to write to, resolved through the shared `resolve_binding`
routing introduced in RAAE-1604. An omitted `index` with one binding
resolves to that binding; an omitted `index` with multiple bindings
returns `invalid_request`; and an unknown id returns `invalid_request`.
The resolved logical id is echoed back as the `index` field of the
response, and the selected binding's embedding, runtime limits, and
schema validation drive the rest of the write unchanged.

Write availability is enforced at two levels. The tool registration gate
is refined from "global read-only is off" to "at least one binding is
writable" — expressed via `effective_read_only`, which already folds in
both global read-only mode and a binding's own `read_only` policy — so
an all-read-only server does not expose `upsert-records` at all. When
the tool is registered, a per-call guard rejects writes to any
individual read-only binding with `invalid_request` *before* any
embedding or backend write occurs, so a writable server can still
protect specific indexes.

Minor additional changes:

- The FastMCP wrapper exposes `index` as a tool parameter.
- Unit coverage for default-to-sole-binding, named routing, unknown-id
rejection, read-only-binding rejection, the wrapper param, and both
registration-gate outcomes (any-writable exposes the tool; all-read-only
hides it).
- Integration coverage on a two-binding server (one writable vector
index, one read-only fulltext index): routing to the writable binding,
omitted-index rejection, unknown-id rejection, read-only-binding
rejection, and single-binding echo.

## Verification

- `make format` (isort + black) and mypy clean on changed files.
- Full MCP suite: **244 passed, 2 skipped** (Redis-version-gated) across
unit + integration.

## Stacking

This PR targets `feature/raae-1606-search-routing` so its diff stays
scoped to upsert routing + write policy. Review/merge bottom-up:
[#629](#629) →
[#630](#630) →
[#631](#631) → this PR.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

[RAAE-1606]:
https://redislabs.atlassian.net/browse/RAAE-1606?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ
[RAAE-1607]:
https://redislabs.atlassian.net/browse/RAAE-1607?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Medium Risk**
> Changes write routing and when the upsert tool is exposed on
multi-index servers; mistakes could allow writes to the wrong index or
hide/show the tool unexpectedly, though enforcement is fail-closed
before backend writes.
> 
> **Overview**
> **`upsert-records`** now accepts an optional **`index`** logical
binding id (via shared **`resolve_binding`**), matching multi-index
**`search-records`**: omit **`index`** when one binding is configured;
require it when several exist; reject unknown ids. Successful responses
include an **`index`** field naming the binding that was written.
> 
> Write policy is split between **tool advertisement** and **per-call
enforcement**. **`upsert-records`** is registered only when at least one
binding is writable (**`effective_read_only`** is false for some
binding), not merely when global read-only mode is off. Each call still
rejects writes to read-only bindings (**`FORBIDDEN`**, before embedding
or Redis load) with a clearer message naming the binding.
> 
> The FastMCP wrapper exposes **`index`** as a tool parameter. Unit and
integration tests cover routing, registration gating, and read-only
rejection.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
98aded7. Bugbot is set up for automated
code reviews on this repo. Configure
[here](https://www.cursor.com/dashboard/bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

---------

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
## Motivation

The RedisVL MCP docs were written for the original single-index model
and still stated that "one server process binds to exactly one existing
Redis index." With multi-index support now implemented across
[RAAE-1604](https://redislabs.atlassian.net/browse/RAAE-1604)–[RAAE-1607](https://redislabs.atlassian.net/browse/RAAE-1607),
the user-facing documentation
([RAAE-1608](https://redislabs.atlassian.net/browse/RAAE-1608)) needs to
describe the new compatibility story without confusing existing
single-index users.

The guiding principle in the rewrite is that single-index remains the
simplest deployment and works exactly as before — callers never name an
index — while multi-index is presented as a formal, additive capability
layered on top via discovery (`list-indexes`) and explicit routing (the
`index` argument). No documentation still claims a server must bind to
exactly one index.

## Implemented changes

The concept doc ([concepts/mcp.md](docs/concepts/mcp.md)) now frames the
server as binding one *or several* logical indexes, each addressed by an
id, and adds an "Index Selection and Discovery" section covering the
optional `index` argument, the omitted-index and unknown-id rules, the
response echo, and discovery-first guidance. The "Single Index Binding"
section becomes "Single and Multiple Index Bindings," the read-only
section explains the two-level write policy (global `--read-only` vs
per-index `read_only`, folded into effective write availability), and
the tool surface gains a `list-indexes` subsection documenting its
minimal payload — filterable fields only, vector/embed-source fields
omitted, explicit-only limits, and `redis_name` never exposed.

The how-to guide
([how_to_guides/mcp.md](docs/user_guide/how_to_guides/mcp.md)) adds a
two-binding config example (a writable vector index alongside a
read-only fulltext index), an Index Selection subsection, a
`list-indexes` tool contract with a response example, and threads the
optional `index` argument through the `search-records` and
`upsert-records` argument lists and request/response examples. A
discovery-first multi-index flow is shown at the top of the search
examples, and the CLI/env-var notes are updated for per-index read-only
and the multi-index search description.

Minor additional changes:

- README MCP section and feature-table entry reworded from "an existing
Redis index" to "one or more existing Redis indexes," with
`list-indexes` and the discovery-first flow noted. (The README edit was
explicitly authorized for this ticket, overriding the repo's default
no-README-edits rule.)

## Verification

- `sphinx-build` (the `docs` dependency group) completes cleanly (exit
0). The only warnings are pre-existing and unrelated (upstream
`redis-py` docstrings and `index.md` heading levels); no warnings
reference the MCP pages, and no broken cross-reference/anchor warnings
were introduced.

## Stacking

This PR targets `feature/raae-1607-upsert-routing` and is the top of the
stack. Review/merge bottom-up:
[#629](#629) →
[#630](#630) →
[#631](#631) →
[#632](#632) → this PR.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

[RAAE-1604]:
https://redislabs.atlassian.net/browse/RAAE-1604?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ
[RAAE-1607]:
https://redislabs.atlassian.net/browse/RAAE-1607?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ
[RAAE-1608]:
https://redislabs.atlassian.net/browse/RAAE-1608?atlOrigin=eyJpIjoiNWRkNTljNzYxNjVmNDY3MDlhMDU5Y2ZhYzA5YTRkZjUiLCJwIjoiZ2l0aHViLWNvbS1KU1cifQ

<!-- CURSOR_SUMMARY -->
---

> [!NOTE]
> **Low Risk**
> Markdown-only changes with no runtime, API, or security behavior
modified.
> 
> **Overview**
> **Documentation-only** update aligning RedisVL MCP user-facing docs
with multi-index support: one server can bind **one or several** logical
indexes while **single-index deployments stay backward compatible**
(omit `index`).
> 
> **README** rewords MCP copy from a single index to one or more, and
notes **`list-indexes`**, discovery-first routing, and per-index tools.
> 
> **`docs/concepts/mcp.md`** reframes the model (per-index config,
all-or-nothing startup), adds **Index Selection and Discovery** (`index`
argument rules, response echo), expands **read-only** to global vs
per-index `read_only` and effective `upsert_available`, and documents
the **`list-indexes`** payload (minimal fields, no `redis_name`).
> 
> **`docs/user_guide/how_to_guides/mcp.md`** adds a **two-binding YAML
example**, **`list-indexes`** contract and examples, threads optional
**`index`** through search/upsert docs, a discovery-first flow, and
updates CLI/env notes for multi-index search tool descriptions.
> 
> <sup>Reviewed by [Cursor Bugbot](https://cursor.com/bugbot) for commit
de2eb4f. Bugbot is set up for automated
code reviews on this repo. Configure
[here](https://www.cursor.com/dashboard/bugbot).</sup>
<!-- /CURSOR_SUMMARY -->

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@jit-ci

jit-ci Bot commented Jul 3, 2026

Copy link
Copy Markdown

🛡️ Jit Security Scan Results

CRITICAL HIGH MEDIUM

✅ No security findings were detected in this PR


Security scan by Jit

@vishal-bala vishal-bala added auto:release Create a release when this PR is merged auto:minor Increment the minor version when merged labels Jul 3, 2026
@vishal-bala vishal-bala marked this pull request as ready for review July 3, 2026 13:14
@vishal-bala vishal-bala merged commit cf621f6 into main Jul 3, 2026
57 checks passed
@vishal-bala vishal-bala deleted the feature/raae-1603-mcp-multi-index branch July 3, 2026 13:22
@applied-ai-release-bot

Copy link
Copy Markdown

🚀 PR was released in v0.23.0 🚀

@applied-ai-release-bot applied-ai-release-bot Bot added the released This issue/pull request has been released. label Jul 3, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

auto:minor Increment the minor version when merged auto:release Create a release when this PR is merged released This issue/pull request has been released.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant