ProfessionalWiki/MediaWiki-MCP-Server — Model Context Protocol (MCP) Server to connect your AI with any MediaWiki

Description and use

**Summary**
ProfessionalWiki/MediaWiki‑MCP‑Server is a TypeScript‑based backend that implements the Model Context Protocol (MCP), letting AI assistants interact with any MediaWiki instance through a standardized API/SDK/CLI. It enables developers to expose wiki‑hosted knowledge and tools to LLMs, making it easy to build AI agents that can query, edit, or invoke MediaWiki‑based workflows. With recent commits, 89 ★, and growing adoption, it is ready for pilot deployments in production environments.

**Value**

• Provides a single, protocol‑driven bridge between LLMs and the rich data/tools stored in MediaWiki, eliminating custom glue code for each integration.
• Encourages reuse and interoperability: any MCP‑compatible AI can consume the same endpoint, and any MediaWiki can become an AI‑ready knowledge base.

**Practical adoption path**

1. **Evaluate** – Clone the repo, run the provided Docker/CLI starter, and point it at a test MediaWiki.
2. **Integrate** – Use the generated OpenAPI spec or the TypeScript SDK to add MCP calls from your AI agent (e.g., LangChain, AutoGPT).
3. **Extend** – Implement custom handlers (e.g., page creation, query augmentation) via the server’s plugin hooks.
4. **Deploy** – Containerize the server, configure TLS/auth, and roll it out behind your existing MediaWiki infrastructure.

**Production readiness**

• **Activity:** Last commit on 2026‑05‑14, regular issue responses, and a modest but active fork community.
• **Stability:** TypeScript codebase with type safety, automated tests, and clear API contracts.
• **Ecosystem fit:** Works with standard MediaWiki installations; the MCP spec is gaining traction across AI tooling vendors.
• **Risks:** Licensing and long‑term maintainer commitment need final verification, but no major security or metadata concerns have been identified. Overall, the project is mature enough for a serious pilot and can be scaled to production with standard DevOps safeguards.

Problem

ProfessionalWiki/MediaWiki-MCP-Server helps connect AI assistants to real tools and data through a standard protocol.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

Model Context Protocol (MCP) Server to connect your AI with any MediaWiki

Source