wikipedia-research
$
npx mdskill add automateyournetwork/netclaw/wikipedia-researchResearch networking protocols and standards history using Wikipedia
- Solves the need for protocol background and technical context
- Uses Wikipedia API and MCP server for page search and content retrieval
- Analyzes query relevance to select appropriate pages and content
- Returns summaries, full content, or references via JSON output
SKILL.md
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---
name: wikipedia-research
description: "Research networking protocols, standards history, and technology context via Wikipedia - OSPF, BGP, MPLS, 802.1X, VXLAN, and more. Use when looking up protocol background, researching how a technology works, building reference material for the team, or understanding standards history."
license: Apache-2.0
user-invocable: true
metadata:
{ "openclaw": { "requires": { "bins": ["python3"], "env": ["WIKIPEDIA_MCP_SCRIPT"] } } }
---
# Wikipedia Research
## How to Call the Tools
The Wikipedia MCP server uses FastMCP with typed input objects. All arguments must use the `{"input": {...}}` format. Call them via mcp-call:
### Search for Wikipedia Pages
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" search_pages '{"input": {"query": "OSPF routing protocol"}}'
```
Search Wikipedia for pages matching a keyword or phrase. Returns a list of matching page titles.
### Get a Page Summary
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Open Shortest Path First"}}'
```
Returns a concise summary of the page -- useful for quick context without reading the full article.
### Get Full Page Content
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_content '{"input": {"page": "Open Shortest Path First"}}'
```
Returns the complete page content. Use this when you need detailed technical information, history, or implementation specifics.
### Get External References
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_references '{"input": {"page": "Open Shortest Path First"}}'
```
Returns external links and references cited on the page. Useful for finding RFCs, vendor documentation, and academic papers.
### Get Page Categories
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_categories '{"input": {"page": "Open Shortest Path First"}}'
```
Returns the Wikipedia categories the page belongs to. Helpful for discovering related topics and protocols.
### Check if a Page Exists
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" check_page_exists '{"input": {"page": "Open Shortest Path First"}}'
```
Verify that a page exists before attempting to retrieve its content. Use this when unsure of the exact page title.
## Use Cases for Network Engineering
### 1. Protocol History and Evolution
Understand where a protocol came from and why it was designed a certain way.
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_content '{"input": {"page": "Border Gateway Protocol"}}'
```
Extract the history section to learn about BGP's evolution from EGP, the introduction of CIDR support, and the progression through BGP-1 through BGP-4.
### 2. Standards Evolution and Context
Research how standards have evolved over time -- critical for understanding why certain configurations exist.
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_content '{"input": {"page": "IEEE 802.1X"}}'
```
Learn about the 802.1X standard's development, its role in network access control, and its relationship to RADIUS and EAP.
### 3. Technology Context for Team Education
Build reference material for team training and knowledge sharing.
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Multiprotocol Label Switching"}}'
```
Get a concise MPLS overview suitable for a team briefing or documentation preamble.
### 4. Vendor-Neutral Protocol Understanding
Wikipedia provides vendor-neutral explanations that complement vendor-specific documentation.
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_content '{"input": {"page": "Virtual Extensible LAN"}}'
```
Understand VXLAN fundamentals before diving into vendor-specific implementations (Cisco ACI, Arista CVX, etc.).
### 5. Security Protocol Research
Research security mechanisms and their theoretical foundations.
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" search_pages '{"input": {"query": "MACsec IEEE 802.1AE encryption"}}'
```
Find pages related to MACsec for understanding Layer 2 encryption before implementing it.
## Common Networking Topics
### Routing Protocols
```bash
# OSPF
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Open Shortest Path First"}}'
# BGP
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Border Gateway Protocol"}}'
# IS-IS
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "IS-IS"}}'
# EIGRP
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Enhanced Interior Gateway Routing Protocol"}}'
```
### Overlay and Fabric Technologies
```bash
# VXLAN
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Virtual Extensible LAN"}}'
# MPLS
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Multiprotocol Label Switching"}}'
# SD-WAN
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" search_pages '{"input": {"query": "SD-WAN software defined wide area network"}}'
# EVPN
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" search_pages '{"input": {"query": "Ethernet VPN EVPN BGP"}}'
```
### Security Technologies
```bash
# 802.1X
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "IEEE 802.1X"}}'
# RADIUS
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "RADIUS"}}'
# IPsec
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "IPsec"}}'
# MACsec
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "IEEE 802.1AE"}}'
```
### Infrastructure Protocols
```bash
# Spanning Tree Protocol
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Spanning Tree Protocol"}}'
# DHCP
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Dynamic Host Configuration Protocol"}}'
# DNS
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Domain Name System"}}'
# NTP
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Network Time Protocol"}}'
```
## Research Workflow
For thorough protocol research, follow this sequence:
### Step 1: Search and Discover
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" search_pages '{"input": {"query": "OSPF link state routing"}}'
```
### Step 2: Verify the Page Exists
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" check_page_exists '{"input": {"page": "Open Shortest Path First"}}'
```
### Step 3: Get a Quick Summary
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_summary '{"input": {"page": "Open Shortest Path First"}}'
```
### Step 4: Dive into Full Content (if needed)
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_content '{"input": {"page": "Open Shortest Path First"}}'
```
### Step 5: Gather References for Further Reading
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_references '{"input": {"page": "Open Shortest Path First"}}'
```
### Step 6: Explore Related Topics via Categories
```bash
python3 $MCP_CALL "python3 -u $WIKIPEDIA_MCP_SCRIPT" get_categories '{"input": {"page": "Open Shortest Path First"}}'
```
## Integration with Other Skills
- **rfc-lookup** -- Cite Wikipedia for high-level context alongside RFCs for authoritative protocol specifications. Wikipedia explains the "what" and "why"; RFCs define the "how" precisely. Use both together for comprehensive protocol education.
- **pyats-routing** -- Research a routing protocol on Wikipedia before inspecting its live state on devices
- **pyats-security** -- Look up security standards (802.1X, MACsec, IPsec) before running security audits
- **pyats-troubleshoot** -- Understand protocol mechanics from Wikipedia to guide root cause analysis
- **gait-session-tracking** -- Record Wikipedia research findings as GAIT turns for audit trail
- **markmap-viz** -- Generate mind maps from protocol knowledge (e.g., BGP attribute hierarchy, OSPF LSA types)
- **drawio-diagram** -- Create protocol operation diagrams informed by Wikipedia research (e.g., OSPF DR election flow)
## Output
Wikipedia tools return text content -- summaries, full articles, reference lists, and category lists. Use this content to:
- Enrich reports with protocol background
- Build training documentation for network engineering teams
- Provide context in change management tickets
- Support root cause analysis with standards knowledge