# mcp-plesk-dev-docs MCP Server

An MCP server that indexes and retrieves Plesk documentation.

**Publisher claimed.** No tool list reported, and Pod has not connected to this server.

## Status

Pod has not dialled mcp-plesk-dev-docs yet, so everything on this page is what its publisher reported rather than what we observed. Registries describe servers; they do not connect to them. Until a check runs, treat the tool list below as a claim.

## Connect

Published as `mcp-plesk-dev-docs` on pypi. Runs locally.

## Known issues

**53 problems reported by people outside the maintainer team.** Issues filed by the project's own owners, members and collaborators are excluded — those are release checklists and internal refactors, not things that will go wrong for you. Showing 12.

### Most discussed

### Excise ghost profiles from settings and search

## Problem

Three ghost profile names exist in the codebase that don't match the actual profiles in `domain/models.py:_PROFILES`:

| Location | Reference | Actual profiles |
|---|---|---|
| `config/settings.py:27` | Default: `"pro"` | `light`, `medium`, `full`, `full-tq` |
| `search_service.py:195` | Checks `"local"` | `light`, `medium`, `full`, `full-tq` |
| `search_service.py:197` | Checks `"pro"` | `light`, `medium`, `full`, `full-tq` |

The default `"pro"` triggers a warning-and-fallback on 

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/72) · 2026-06-18 · closed · 1 comment

### Introduce repository Protocol interfaces

## Problem

`SearchService.__init__` takes 6 `Any`-typed dependencies; `IndexingService.__init__` takes 10. Every test constructs a full mock surface. Swapping a storage backend (e.g. LanceDB → another DB) means touching every consumer, not one seam.

## Solution

Define `Protocol` classes for the three real repository seams:
- **VectorRepository** — `search_vector()`, etc.
- **FtsRepository** — `search_fts()`, etc.
- **DocumentStore** — `persist_batch()`, `delete_stale_chunks()`, etc.

Wire con

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/69) · 2026-06-18 · closed · 1 comment

### Seal the benchmark seam — lightweight RetrievalContainer

## Problem

Benchmarks bootstrap the full production DI container (18 dependencies), mutate a process-global settings singleton at `benchmark_runner.py:172`, and duplicate TurboQuant index construction logic that already lives in `storage_runtime.build_tq_index_from_table()`.

If benchmarking ever ran concurrently with search queries, the profile would silently change mid-flight due to `global_settings.plesk_model_profile` mutation.

## Solution

Introduce a lightweight `RetrievalContainer` with

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/68) · 2026-06-18 · closed · 1 comment

### Progress notifications ctx.report_progress

Progress notifications via ctx.report_progress during long operations

---
_Imported from beads issue tracker_

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/66) · 2026-06-18 · closed · 1 comment

### LLM Sampling ctx.sample

LLM Sampling via ctx.sample (gated by PLESK_ENABLE_SAMPLING)

---
_Imported from beads issue tracker_

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/65) · 2026-06-18 · closed · 1 comment

### Most recent

### Run full MCP 2026-07-28 compliance audit

## Parent

Spec: Full MCP 2026-07-28 compliance audit (#78)

## What to build

After all migrations are complete, run a systematic audit against the 13-point checklist from the spec to verify full compliance, update the research document, and file gaps.

## Acceptance criteria

- [ ] All 13 checklist items from the audit spec are verified against the current codebase:

| # | Check | Expected result |
|---|-------|----------------|
| 1 | Stateless protocol | FastMCP 4 serves sessionless protocol 

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/82) · 2026-07-31 · open · 0 comments

### Update Dockerfile for HTTP deployment and document remote usage

## Parent

Spec: Add Streamable HTTP transport for remote deployment (#77)

## What to build

Update the Dockerfile to default to HTTP transport and document how to deploy the server remotely.

## Acceptance criteria

- [ ] `Dockerfile` CMD defaults to `PLESK_TRANSPORT=http` with uvicorn
- [ ] Dockerfile exposes port 8000 (or configured port)
- [ ] `README.md` or a new `docs/deployment.md` covers:
  - Running locally with stdio (default)
  - Running locally with HTTP (`PLESK_TRANSPORT=http`)
  -

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/81) · 2026-07-31 · open · 0 comments

### Add PLESK_TRANSPORT config and branch main.py for HTTP mode

## Parent

Spec: Add Streamable HTTP transport for remote deployment (#77)

## What to build

Allow the server to run in Streamable HTTP mode in addition to the default stdio mode, controlled by the `PLESK_TRANSPORT` environment variable. The HTTP endpoint serves both modern 2026-07-28 and legacy handshake-era clients from the same URL via FastMCP 4's automatic protocol negotiation.

## Acceptance criteria

- [ ] `settings.py` gains `plesk_transport: str = "stdio"` field
- [ ] `main.py` branches

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/80) · 2026-07-31 · open · 0 comments

### Upgrade FastMCP to 4.x with cache defaults

## Parent

Spec: FastMCP 4.0 + Python SDK v2 upgrade (#76)

## What to build

Upgrade the MCP framework from FastMCP 3.2.4 (SDK 1.27.0) to FastMCP 4.x (SDK 2.x) and adopt the production defaults for cacheable list results.

## Acceptance criteria

- [ ] `pyproject.toml`: change `fastmcp>=3.2.4,<4` → `fastmcp>=4.0.0` (remove the upper bound pin)
- [ ] `uv sync` succeeds resolving all dependencies
- [ ] All 160 tests pass with no regressions
- [ ] `FastMCP` constructor gains `cache_ttl=300, cache_

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/79) · 2026-07-31 · open · 0 comments

### Spec: Full MCP 2026-07-28 compliance audit

## Problem Statement

After completing the sampling migration, FastMCP 4 upgrade, and Streamable HTTP addition, the project needs a systematic audit to verify full compliance with the MCP 2026-07-28 specification. The spec introduces multiple changes beyond the headline ones — new error codes, new field naming conventions, `server/discover` requirements, per-request metadata conventions, cache hint expectations, OpenTelemetry propagation conventions, and authorization hardening. An audit ensures

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/78) · 2026-07-31 · open · 0 comments

### Spec: Add Streamable HTTP transport for remote deployment

## Problem Statement

The MCP server currently runs on stdio transport only — it must be launched as a subprocess by an MCP client. This works well for local/desktop usage (Claude Desktop, IDE plugins) but prevents remote deployment scenarios: cloud-hosted servers, load-balanced fleets, serverless endpoints, and SaaS integrations. The MCP ecosystem increasingly expects Streamable HTTP as the transport for remote servers, and the 2026-07-28 spec requires `Mcp-Method`/`Mcp-Name` headers that are n

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/77) · 2026-07-31 · open · 0 comments

### Spec: FastMCP 4.0 + Python SDK v2 upgrade

## Problem Statement

After migrating away from `ctx.sample()` (ticket #75), the project still runs on FastMCP 3.2.4 and Python MCP SDK 1.27.0, which speak the pre-2026-07-28 protocol era. These versions are pinned (`fastmcp<4`, `mcp<2`) to prevent accidental upgrades that would break the sampling-dependent code. Once sampling is migrated, those pins can be removed and the project can upgrade to FastMCP 4.0 + SDK v2, gaining:

- Stateless protocol support (native `server/discover`, backward-comp

[Read the thread](https://github.com/barateza/mcp-plesk-dev-docs/issues/76) · 2026-07-31 · open · 0 comments

[See all 18 reports Pod holds for mcp-plesk-dev-docs](/mcp/mcp-plesk-dev-docs/issues) — of 53 qualified upstream.

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