A new tool lets your favorite AI model talk with 2 million articles from The Guardian
For those who follow the world of AI development closely — especially but not exclusively AI coding — one of the hottest topics over the past couple of months has been Model Context Protocol. MCP is an open standard, created by Claude-maker Anthropic, that allows large language models to connect to outside tools or information sources. MCPs can let your AI fill out forms in your web browser, send Instagram DMs, post to your newsroom Slack, search academic papers, find a route on Google Maps, manage your WhatsApp channel, or even think in a slower, more structured way. (It can even make multiple AIs from different companies debate the best plan for a project.) It’s a huge amplifier of an LLM’s potential to get things done.
When I started learning about MCPs, my thoughts quickly veered in a Nieman Labby direction: What would an MCP that connects to a news organization look like? The first outlet I thought of was The Guardian, which for 16 years has had a generous policy that allows developers to build non-commercial projects off of its archives. And those archives are substantial: more than 2 million articles, nearly everything published by the paper since 1999.
So if you’ll pardon a hint of self-promotion, I’m happy to share my new Guardian MCP Server, available on GitHub for any and all. It can be installed in any MCP client, though Claude Desktop is probably the most accessible.
An MCP server defines a set of tools that an LLM can use. My Guardian MCP lets it search and analyze the paper’s archives in more than a dozen ways. It can tell you the big stories published on a particular day. It can measure coverage trends on a particular topic over months or years. It can find the Guardian articles semantically most similar to one you’re interested in. It can analyze a particular reporter’s work. It can even recommend a good Guardian Long Read related to a particular topic of interest. And it can do all these things without you having to figure out how to structure an API query in Python.
I won’t pretend that this Guardian MCP is easily generalizable to other news outlets. Not many have digital archives as deep as The Guardian’s, and even fewer have built the tools needed to access them. If this MCP finds users, they’ll probably be journalism academics or recent-history researchers — not regular Guardian readers. But consider this a proof-of-concept of how a publisher could decide to connect its work to AI interfaces — its own or someone else’s. (Imagine an internal tool like this one that let a newsroom’s reporters ask questions of its archives.)
To illustrate, here are a few transcripts of conversations I had with Claude 4 Sonnet yesterday using Guardian MCP. In some, it returns accurate info right away. In others, it has to wade through multiple API calls to get to what it’s looking for. (Luckily, the LLM doesn’t get bored or distracted halfway through.)
[uses MCP]
Recent Guardian Articles (June 30, 2025)
1. Wimbledon 2025 day one: Alcaraz in action, Sabalenka wins but Medvedev out – live
Sport | By Michael Butler and John Brewin
Live coverage of the first day of Wimbledon 2025, featuring updates on top players including Alcaraz and Sabalenka.
2. Liz Kendall ignores call from Labour MP for welfare bill to be withdrawn – UK politics live
Politics | By Andrew Sparrow
Live political coverage as Work and Pensions Secretary Liz Kendall faces pressure from within Labour over a controversial welfare bill.
3. Sibley hits 305 as Surrey break run record: county cricket day two – live
Sport | By Tanya Aldred
Live cricket coverage from around the County Championship grounds, with Surrey setting new records.
4. Health inequality is linked to gross disparities in wealth | Letters
Society
Reader letters discussing the connection between health outcomes and economic inequality.
5. How to describe the sound of bagpipes? | Brief letters
Music
A collection of brief reader letters on various topics, starting with bagpipes.
6. Sonay Kartal gets Britain off to a flyer at Wimbledon with win over Ostapenko
Sport | By Simon Cambers
British No. 3 Sonay Kartal defeats 2017 French Open champion Jelena Ostapenko 7-5, 2-6, 6-2 on day one of Wimbledon.
7. Senate kicks off final debate on Trump’s ‘one big beautiful bill’; US to restart Canada trade talks immediately – live
US News | By Lucy Campbell, Marina Dunbar, and Tom Ambrose
Live updates from the US Senate as they debate Trump’s major legislative package, plus news on renewed Canada trade negotiations.
8. Why did BBC decide to stream Bob Vylan’s Glastonbury set and what will happen next?
Music | By Michael Savage
Analysis of the BBC’s decision to broadcast a controversial rap performance at Glastonbury that included comments about the Israel-Gaza conflict.
9. ‘Excited’ Jonny Evans retires to take up official new role at Manchester United
Football | By Jamie Jackson
The former Manchester United defender retires from playing to become the club’s ‘head of loans and pathways.’
10. Israel continues deadly Gaza attacks ahead of potential US talks on ceasefire – Middle East crisis live
World News | By Tom Ambrose, Yohannes Lowe, and Joe Coughlan
Live updates on the ongoing Middle East crisis, with at least 38 people killed on Monday as Israeli officials prepare for ceasefire talks in Washington.
The Guardian MCP is working perfectly! You can see it’s pulling real-time articles from today (June 30, 2025), covering sports (Wimbledon, cricket, football), politics, international news, and cultural topics. Would you like me to explore any specific articles in more detail or try other Guardian MCP features?
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Based on the search results, Tanya Aldred is primarily a cricket correspondent for The Guardian. Here’s what she typically covers:
Tanya Aldred’s Beat
Primary Focus: Cricket Coverage
- County Championship — She regularly provides live coverage of county cricket matches, often writing comprehensive match reports and live blogs
- England Cricket — Both men’s and women’s international matches, including ODIs against teams like the West Indies
- Women’s Cricket — She has significant expertise in covering women’s cricket, including England women’s ODI series
Writing Style & Approach:
- Specializes in live cricket coverage and match reporting
- Provides detailed statistical analysis and play-by-play coverage
- Often works collaboratively with other cricket writers like Rob Smyth and James Wallace
- Her email (tanya.aldred.freelance@theguardian.com) suggests she’s a freelance cricket correspondent
Notable Recent Coverage:
- Live blogs of County Championship matches across various grounds
- England vs West Indies ODI series (both men’s and women’s)
- Feature stories like the remarkable piece about Stephanie Case, who breastfed her baby during a 100km ultra-trail race and still won
Signature Elements:
- Often includes practical information like “Mail Tanya or post BTL (Below The Line)” encouraging reader engagement
- Provides comprehensive county cricket roundups with scores and key performances from multiple matches
- Covers cricket from various venues around England
She appears to be one of The Guardian’s go-to cricket writers, particularly for domestic county cricket and women’s cricket coverage, combining live reporting with thoughtful analysis of the game.
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November 6, 2024 was dominated by one massive story — the aftermath of the US Presidential Election, with several other significant news events. Here are the big Guardian stories of the day:
The Big Stories of November 6, 2024
US Election Aftermath (Top Story)
The day after Trump’s victory over Kamala Harris dominated The Guardian’s coverage:
- “Kamala Harris concedes to Trump but urges supporters to ‘never give up’” — Harris delivered her concession speech at Howard University, calling on supporters to “organize, mobilize and stay engaged”
- “What to know about Kamala Harris’s concession speech” — Analysis and transcript of her speech where she said “Sometimes the fight takes a while”
- “Harris voters mourn loss after sobering concession speech: ‘There’s nothing left’” — Coverage of the emotional reaction at Howard University campus
- Editorial: “The Guardian view on the return of President Trump: a bleak day for America and the world” — The paper’s editorial response calling it “a bleak day”
- Opinion: “Donald Trump can’t stop global climate action” — Analysis of what Trump’s victory means for climate policy globally
Sports News
- Champions League Results — Inter Milan beat Arsenal 1-0 with a controversial penalty from Hakan Çalhanoğlu, with Arsenal manager Mikel Arteta furious about the handball decision against Mikel Merino
- “Rachael ‘Raygun’ Gunn retires from competitive breaking” — The Australian Olympic breakdancer who became a viral sensation (and target of online harassment) announced her retirement from competition
Other Major World News
- “Cuba hit by second nationwide blackout as Hurricane Rafael makes landfall” — A Category 3 hurricane caused widespread power outages across the island
UK Domestic News
- Education Policy — Education Secretary Bridget Phillipson announced plans to ask schools to end “exam tunnel vision” and focus more on student wellbeing
The day was clearly dominated by the US election aftermath, with The Guardian providing extensive coverage of Harris’s concession and analysis of what Trump’s return to power would mean for America and the world. The sports and other international news took a backseat to this historic political moment.
[uses MCP]
Now let me search for some additional climate-related terms to get a fuller picture of climate coverage patterns:
[uses MCP]
Based on my analysis of The Guardian’s climate coverage patterns from 2020-2024, here are the key trends and notable spikes:
Climate Coverage Analysis: Major Patterns & Spikes
Peak Coverage Periods
1. April 2020 (864 “climate crisis” articles)
- The highest single month for “climate crisis” coverage
- Coincided with early COVID-19 pandemic when climate was being discussed in relation to economic recovery and “green rebuilding”
2. November 2021 (913 “climate change” articles)
- The absolute peak for “climate change” coverage
- COP26 Glasgow — This was during the major UN climate summit in the UK, explaining the massive coverage spike
3. July-August 2022 (790-814 “climate crisis” articles)
- Major summer heatwaves across Europe and extreme weather events
- Record-breaking temperatures drove significant climate coverage
4. September-November 2021 (700-913 articles)
- Pre-COP26 build-up period with sustained high coverage
- Greta Thunberg’s “blah, blah, blah” speech and climate activism
Notable Coverage Drops
1. December months generally lower
- December 2020: 352-436 articles (holiday season effect)
- December 2021: 410-479 articles (post-COP26 fatigue)
- December 2022: 428-450 articles
- December 2024: 368-392 articles
2. Early 2023 coverage decline
- February-April 2023 saw sustained lower coverage (455-471 articles)
- Possible “climate fatigue” after intense 2021-2022 coverage
Event-Driven Spikes
COP Climate Summits
- November 2021 (COP26 Glasgow): Peak coverage
- November 2022 (COP27 Egypt): 774-784 articles
- November 2023 (COP28 Dubai): 611-622 articles
- November 2024 (COP29 Baku): 605-683 articles
Extreme Weather Events
- Summer 2022: European heatwaves drove July-August spikes
- July 2023: Record global temperatures (650-671 articles)
- August 2023: Hawaii wildfires coverage (653-661 articles)
Overall Trends
Baseline Shift: Coverage appears to have established a higher baseline after 2021, with monthly averages generally staying above 400-500 articles versus the 350-450 range in early 2020.
Seasonal Patterns:
- Summer months (June-August) often show spikes due to extreme weather
- November spikes correlate with annual COP summits
- December consistently shows lower coverage
Political Events Impact:
- Coverage remained relatively stable despite major political changes (2024 US election, UK government changes)
- COP summits remain the single biggest driver of coverage spikes
The data shows The Guardian maintains consistent, high-volume climate coverage with predictable spikes around major climate events, particularly COP summits and extreme weather periods.
[uses MCP]
Now I’ll search for similar stories about high-profile fashion industry leadership changes, magazine editors stepping down, and other media industry power transitions.
[uses MCP]
Let me also search for other high-profile media industry leadership changes to give you a broader selection:
[uses MCP]
Let me search more specifically for media industry leadership changes:
[uses MCP]
The search results aren’t giving me exactly what I need. Let me try searching for specific fashion and magazine industry leadership stories:
[uses MCP]
Perfect! Based on the Anna Wintour story and the related articles I found, here are 6 similar Guardian stories that share themes of high-profile media/fashion industry leadership changes, magazine editor transitions, and influential figures stepping down or transitioning roles:
6 Similar Guardian Stories to Anna Wintour’s Transition
1. British Vogue editor-in-chief Edward Enninful promoted to new role (June 2023)
Theme: Fashion magazine editor transition within the same organization
After six years leading British Vogue, Edward Enninful moved to a new global role at Condé Nast, similar to how Wintour is transitioning to focus on her broader Condé Nast responsibilities while stepping back from day-to-day American Vogue operations.
2. Vogue China’s Margaret Zhang, youngest person appointed as an editor at magazine group, to step down (February 2024)
Theme: High-profile Vogue editor departure amid controversy
The Australian Chinese editor’s exit from Vogue China echoes the intense scrutiny that comes with leading major fashion publications, though Zhang’s departure was more contentious than Wintour’s strategic transition.
3. Channel 4 chief executive Alex Mahon to step down after nearly eight years (April 2025)
Theme: Long-serving media executive stepping down after transformative tenure
Like Wintour’s 37-year reign, Mahon led Channel 4 through significant changes and is leaving after a substantial period of leadership in the media industry.
4. ‘It’s about asserting her power’: Anna Wintour stages starry gala as tensions rise at Vogue (September 2023)
Theme: Behind-the-scenes power dynamics at Vogue
This story provides context for Wintour’s current transition, revealing the internal tensions and power struggles that may have influenced her decision to restructure her role while maintaining overall control.
5. Laura Tingle moves from political editor of 7.30 to global affairs role at ABC (May 2025)
Theme: Veteran media figure transitioning to broader role
Similar to Wintour’s move to focus on global Condé Nast oversight, veteran broadcaster Laura Tingle transitioned from a specific editorial role to a broader position, maintaining her influence while shifting focus.
6. Grace Mirabella obituary (January 2022)
Theme: Former American Vogue editor’s legacy
This obituary of Wintour’s predecessor at American Vogue (who edited the magazine for 17 years) provides historical context for understanding the significance of Wintour’s own transition and the rarity of such long editorial tenures at major fashion magazines.
Each of these stories shares key elements with the Wintour piece: influential media figures, leadership transitions at major publications, the intersection of power and editorial control, and the broader implications for the industries they’ve shaped. They demonstrate The Guardian’s consistent coverage of high-profile media industry changes and the personalities who drive them.
[uses MCP]
Great! I can see the earliest mentions of Taylor Swift. Let me get the details of those first two articles to confirm which was truly first:
[uses MCP]
[uses MCP]
Perfect! Now I have the details. The first mention was indeed a brief reference, but the second article was the first substantial coverage.
The Guardian’s First Mention of Taylor Swift
First Mention: September 5, 2008
Article: “Britney Spears to open MTV Video Music Awards”
Type: Brief mention in a news story about the MTV VMAs
Context: Taylor Swift was mentioned only in passing as “country star Taylor Swift” who would be introducing the Jonas Brothers at the MTV Video Music Awards. The article by Sean Michaels noted that the Jonas Brothers had requested to be introduced by Taylor Swift, with host Russell Brand commenting that this was “a decision made from below [the Jonas Brothers’] sexy little waists.”
First Major Coverage: September 14, 2008 (just 9 days later)
Article: “Flash forward: Taylor Swift”
Author: Liz Hoggard
Type: Feature profile piece
This second article was The Guardian’s first substantial coverage of Taylor Swift, describing her as:
- “The new face of Nashville”
- “Tall, blonde, impossibly leggy”
- “A phenomenon in the States — hailed as the country Britney Spears”
- The youngest performer ever to write and sing a No 1 country single with ‘Our Song’ in 2006
Key details from the 2008 profile:
- She was 18 years old at the time
- Had been a paid songwriter since age 14
- Sony put her on payroll at 14
- Her debut self-titled album (2006) had gone triple platinum
- Was preparing to release her second album “Fearless” in November 2008
- Had just played her first show in London
So while the very first mention was just a brief reference on September 5, 2008, The Guardian’s first real recognition of Taylor Swift as a significant artist worthy of coverage came just over a week later with their feature profile on September 14, 2008 — when she was still primarily known as a country artist, before her massive pop crossover success.
[uses MCP]
These results don’t seem to be about J.D. Vance – they appear to be from the 1990s and about the Balkans conflict. Let me try a more specific search:
[uses MCP]
Still getting very old results that don’t seem related. Let me try searching for “Hillbilly Elegy” which was J.D. Vance’s famous book that likely brought him first to public attention:
[uses MCP]
Still getting irrelevant older articles. Let me try a more targeted approach and search for more recent articles, then work backwards:
[uses MCP]
Let me try a different approach and search more specifically:
[uses MCP]
Still not finding the right matches. Let me try a more direct search for when his book was published:
[uses MCP]
Perfect! Now I found the earliest references. Let me get the details of that first article from September 2016:
[uses MCP]
Excellent! Based on my search through The Guardian’s archives, the first time The Guardian mentioned J.D. Vance was on September 10, 2016, in an opinion piece written by Vance himself.
The Guardian’s First Mention of J.D. Vance
Date: September 10, 2016
Article: “How Donald Trump seduced America’s white working class”
Context: This was an opinion piece written by J.D. Vance himself for The Guardian, published just days before his book “Hillbilly Elegy” was released in the UK (September 22, 2016).
Key Details:
- This was Vance’s own commentary explaining Trump’s appeal to white working-class voters
- The piece served as both political analysis and promotion for his upcoming book
- Vance was introduced as the author of “Hillbilly Elegy”
- He wrote about his personal experience growing up in Middletown, Ohio, and explained the economic and cultural factors behind Trump’s popularity
- Notably, at this time Vance was quite critical of Trump, describing him as offering false solutions and “debasing our entire political culture”
Subsequent Early Coverage:
- October 13, 2016: Referenced in “Dangerous idiots: how the liberal media elite failed working-class Americans”
- December 7, 2016: Book review of “Hillbilly Elegy”
This September 2016 piece is particularly notable because it shows Vance in his original incarnation as a Trump critic and social commentator, years before he became a Trump supporter and eventually Trump’s running mate in 2024. The Guardian first encountered him as an author and cultural analyst, not as a politician.
[uses MCP]
I’m still getting those very old results from the 1990s that don’t seem related to JD Vance at all. Let me try a more targeted search with a date range to avoid these false matches:
[uses MCP]
Perfect! This confirms my earlier finding but shows I had the right result. Let me also check if there might be any earlier mentions by broadening the search a bit:
[uses MCP]
Great! This confirms that there were no mentions of JD Vance in The Guardian before September 10, 2016. Let me also check if there were any mentions of him with alternative spellings around that time:
[uses MCP]
Those results are clearly not about JD Vance either. So the conclusion stands:
The Guardian’s First Mention of JD Vance
You were absolutely right about the Guardian style guide! Using “JD Vance” (without periods), I can confirm that the first time The Guardian mentioned JD Vance was indeed on September 10, 2016, in his own opinion piece titled:
“How Donald Trump seduced America’s white working class | JD Vance”
My search confirms:
- No mentions of JD Vance (in any spelling variation) before September 10, 2016
- The September 10, 2016 piece was his Guardian debut
- This was published just 12 days before his book “Hillbilly Elegy” was released in the UK (September 22, 2016)
The Guardian’s consistent use of “JD Vance” without periods throughout their coverage shows their style guide approach to initials, and this was indeed the first time they covered the future Vice President — initially as a social commentator and author explaining Trump’s appeal to white working-class voters, ironically while being quite critical of Trump himself at the time.
Thank you for the style guide correction — it helped ensure we found the accurate first mention!
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