WWikimedia Enterprise Docs MCP (official, remote)

Vendor-hosted
Tested Wikimedia Enterprise's hosted docs MCP at https://enterprise.wikimedia.com/mcp (server wikimedia-enterprise-docs 1.2.3; registry com.wikimedia.enterprise/docs). Initialize and tools/list worked with no account (4 read-only tools: search, fetch, list_endpoints, get_endpoint). Real calls: search for 'on-demand article lookup', list_endpoints and get_endpoint for GET /v2/articles/{name} all returned content. This covers the API docs only, not Wikimedia Enterprise data. Scores 65: there is no dated MCP entry in the Wikimedia Enterprise changelog, so maintenance scores 0, and the server source isn't public (not source-audited).
Tool-call test (2026-11-11, direct MCP stdio client, no LLM): pass. 3 of 3 read calls passed anonymously. Evidence: live endpoint probe, Nov 11, 2026.
Wikimedia Enterprise-hosted endpoint. Initialize and tools/list worked without sign-in (4 read-only tools); search, list_endpoints and get_endpoint returned content. Scores 65: no dated MCP changelog, so maintenance scores 0; server source isn't public (Our review, Nov 11, 2026).
Sources: https://enterprise.wikimedia.com/docs/agents/ · https://registry.modelcontextprotocol.io/v0/servers?search=com.wikimedia.enterprise/docs

Transport (tested 2026-11-11): Streamable HTTP

Score 65/100 · Tools 4 · Token cost approx. 640 tokens · Compare · Last tested 2026-11-11 · Server version 1.2.3 · Remote endpoint https://enterprise.wikimedia.com/mcp (streamable-http)

Summary: Wikimedia Enterprise Docs MCP (official, remote) completed an MCP handshake without credentials and exposed 4 tools.

Evidence summary

Handshake

pass

Tools listed

4

Context cost

approx. 640 tokens, cl100k estimate (4 tools, measured 2026-11-11; an estimate) ranking · add up your servers' context cost

Login

No key needed for the tools we called

Tested

2026-11-11

Test results

Local-model readiness

Token cost (estimate): approx. 640 tokens, cl100k estimate for 4 tools · about 8% of an 8k context. This is an estimate from our testing (counted with cl100k_base).

Small-model friendly (schema heuristic, not a model result): unknown.

What we tested and what we didn't

Methodology: how we test (vendor-hosted rule). A high score means it responds and its vendor documents and dates it, not that giving it access to your data carries no risk.

{
  "name": "wikimedia-enterprise-docs-remote",
  "version": null,
  "registry": "remote",
  "status": "working",
  "tested": "2026-11-11",
  "tools_count": 4,
  "deprecated": false,
  "archived": null,
  "tests": {
    "install": [
      "pass",
      20,
      "Endpoint https://enterprise.wikimedia.com/mcp reachable over streamable-http (HTTP 200) in 0.2s; no install step for remote servers."
    ],
    "handshake": [
      "pass",
      30,
      "MCP `initialize` (protocol 2025-06-18, server wikimedia-enterprise-docs 1.2.3) + `tools/list` over streamable-http succeeded with no credentials; 4 tools listed in 0.2s. Tool calls may still need a key."
    ],
    "maintenance": [
      "fail",
      0,
      "Vendor-hosted rule: no dated vendor changelog or release notes found; registry entry com.wikimedia.enterprise/docs 2026-10-27 alone does not score."
    ],
    "docs": [
      "pass",
      15,
      "official MCP docs page; states the endpoint URL; client setup instructions. Vendor-hosted rule: scored from the vendor's official MCP docs (https://enterprise.wikimedia.com/docs/agents/)."
    ],
    "license": [
      "fail",
      0,
      "Vendor-hosted service with no public repo: no license to cite, so 0 (rule: no points without a cited source)."
    ]
  }
}

Install

https://enterprise.wikimedia.com/mcpCopy

Tools listed

fetch, get_endpoint, list_endpoints, search

Tool history: captured Nov 11, 2026. All tool history.

Quick config

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

Add to config Opens the config generator with this server selected.

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

FAQ

Is Wikimedia Enterprise Docs MCP deprecated?

No. wikimedia-enterprise-docs-remote was not deprecated or archived when we last tested it on 2026-11-11.

What replaces Wikimedia Enterprise Docs MCP?

Nothing; Wikimedia Enterprise Docs MCP (official, remote) is not deprecated as of 2026-11-11.

Does Wikimedia Enterprise Docs MCP need an API key?

No. It completed an MCP handshake with no credentials and listed 4 tools.

Embed the badge

Every tested server gets a free embeddable badge. It shows the current score and test date and expires after 90 days. Testing is free; payment never changes a score.

Copy HTML

Copy Markdown Claim this listing · Report an issue