In-depth architectural comparison of the MediaWiki MCP Server and Andrea9293 MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
MediaWiki MCP Server
Developer Tools · Local stdio
Quality: 57/100 (Good) | Auth: No auth required
Andrea9293 MCP
Developer Tools · Local stdio
Quality: 61/100 (Good) | Auth: No auth required
Verdict Summary: Choose MediaWiki MCP Server if you need specialized Developer Tools tools running via a local process. Choose Andrea9293 MCP if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose MediaWiki MCP Server when:
You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Diff two versions of a wiki page by revision, title, or supplied wikitext.
get-category-members
List members of a category (up to 500 per call, paginated via `continueFrom`).
get-file
Fetch a file page.
get-file-data
Fetch a file's image bytes inline (base64) for visual analysis — for clients that can't reach the wiki host. Returns a scaled rendition (set `width`); non-renderable types (audio, video, binaries) error. For metadata or a download URL, use `get-file`.
get-links-here
List pages that reference a wiki page — pages that link to it, embed it as a template, or display it as a file (select via `type`), including pages that reach it through a redirect. Up to 500 per call, paginated via `continueFrom`.
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
MediaWiki MCP Server is categorized under Developer Tools and uses a local stdio subprocess. In contrast, Andrea9293 MCP belongs to Developer Tools using local stdio subprocess. Select MediaWiki MCP Server when you need capabilities focused on developer tools and Andrea9293 MCP when you require tools for developer tools.
List recent change events across the wiki, filterable by timestamp, namespace, user, tag, type, and hide flags (up to 50 per call, paginated via `continue`).
get-revision
Fetch a specific revision of a page.
get-site-info
Get a wiki's key settings: MediaWiki version, content language, title-case rules, namespaces, installed extensions, license, and (optionally) statistics.
list-wikis
List every configured wiki — its key, sitename, server, whether it is read-only or the default, whether it is reachable, which extension-gated tools work on it, and, for an OAuth-configured wiki, its authorization server. Disabled when fewer than two wikis are configured.
+30 more tools listed on main page
Andrea9293 MCP Tools (12)
add_document
Add a document (title, content, optional metadata)
list_documents
List all documents with metadata and content preview
get_document
Retrieve the full content of a document by ID
delete_document
Remove a document, its chunks, database entries, and associated files
process_uploads
Process all files in the uploads folder (chunking + embeddings)
get_uploads_path
Returns the absolute path to the uploads folder
list_uploads_files
Lists files in the uploads folder with size and format info
get_ui_url
Returns the Web UI URL (e.g. http://localhost:3080) — useful to open the dashboard or to locate the uploads folder from the browser
search_documents
Semantic vector search within a specific document
search_all_documents
Hybrid (full-text + vector) cross-document search
get_context_window
Returns a window of chunks around a given chunk index
search_documents_with_ai
🤖 AI-powered search using Gemini (requires `GEMINI_API_KEY`)