Wikimedia Enterprise MCP server

Which servers in the official MCP registry are Wikimedia Enterprise's own, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-16

← Back to Wikimedia Enterprise

Whose server it is

Registry namecom.wikimedia.enterprise/docsverified in the MCP registry

The registry name sits under wikimedia.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-16

Stateanswerschecked 2026-10-16
Tools4
Server calls itselfwikimedia-enterprise-docs
Server version1.1.13
Protocol version2025-06-18

On 2026-10-16 the server answered initialize and tools/list without a sign-in. First answer in 243 ms.

Measured dailydaily checks: 2, the first on 2026-10-19

Answeredmeasuring2 of the 7 daily checks it takes to print a share
Median first answer290 ms
Space in an agent's context≈ 677 tokensthe definitions of all its tools (4), which an agent carries on every turn
Tool definitionsA · 96 of 100

Parameters without a description: in 1 of 4

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The state of vendors' MCP servers: method and numbers →

Tools it offers4 tools · read 2026-10-16

search
Full-text search over the Wikimedia Enterprise API documentation: guide sections, the changelog, pricing, endpoints and response models. Exact tokens work best (a field name such as `reference_risk_score`, a status code such as `429`, or…
fetch
Full text for one id from `search`: `docs/<slug>` (a guide, as markdown; a `#section` suffix is accepted; `docs/changelog` is the release notes and `docs/pricing` the plans), `op/<operationId>` (one endpoint rendered from the OpenAPI…
list_endpoints
Every endpoint in the Wikimedia Enterprise OpenAPI definition, in reference order, with its technical title, its plain-language line and a link into the reference. Filter with a tag: authentication, codes, languages, projects, namespaces…
get_endpoint
The exact request and response shape of one endpoint, dereferenced from the OpenAPI definition (the source of truth), as structured JSON plus a markdown rendering. Identify it by `operationId`, or by `method` and `path`.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "docs": {
      "type": "http",
      "url": "https://enterprise.wikimedia.com/mcp"
    }
  }
}

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.