Non-League
In July 2010, Glover had a trial at Conference North club Worcester City. He impressed enough to win a contract from manager Carl Heeley. He enjoyed a highly productive 2010–11 campaign, scoring 20 goals in all competitions, including 14 in the league, also becoming the first player to score a hat-trick for the club in four years. Despite rumours of a move to Conference National side Tamworth, Glover insisted he was happy to stay with the "Blues". He eventually left Worcester in June 2011, having scored 20 goals for the club, and signed for league rivals Nuneaton Town. He scored 21 goals as "Boro" reached the play-off final in 2011–12, and secured promotion with a 1–0 victory over Gainsborough Trinity at The Northolme. He left Liberty Way in May 2012 and returned to former club Worcester City two months later. He joined league rivals F.C. Halifax Town on loan in March 2013, managed by Neil Aspin, citing Halifax's play-off chase as more beneficial to his development than staying with mid-table Worcester in the 2012–13 end-of-season run-in. He played ten games for the "Shaymen"; the club secured a play-off place and went on to win promotion, though Glover did not feature in the play-offs.
Glover switched to league rivals Bradford Park Avenue in January 2014, having become frustrated by a lack of first-team goals at Worcester. He was released from the Horsfall Stadium due to budget constraints, and signed with Hednesford Town in March 2014. The "Pitmen" finished the 2013–14 season in the play-off zone. He scored in the Conference North play-off semi-final against Altrincham at Keys Park, but Hednesford were beaten 3–1 on aggregate. He scored nine goals in 21 games in the first half of the 2014–15 campaign, including a brace against Harrogate Town and a hat-trick against Hyde. He switched to Conference North rivals Stockport County in December 2014. However, he only managed to score four goals in 20 appearances for the "Hatters" in the second half of the 2014–15 campaign.
Glover was transfer-listed at Edgeley Park by incoming manager Neil Young and was allowed to join AFC Telford United in July 2015. He scored just once in 11 National League North appearances for Bernard McNally's "Bucks". Telford sacked him in January 2016 after he was discovered to have played three games for the Butcher's Arms public house and was, therefore, in breach of his Telford contract. He then rejoined Hednesford Town in the National League North. He scored one goal in 16 appearances as Hednesford were relegated at the end of the 2015–16 campaign. He signed a new contract in May 2016. He played two games on loan at North West Counties League Division One side Alsager Town in September 2016, scoring a hat-trick on his debut. He continued his good form back at Keys Park and finished as the club's top-scorer with 13 goals in 25 starts and 10 substitute appearances as Hednesford finished 15th in the Northern Premier League Premier Division in the 2016–17 season. He scored his 50th goal for the club on 27 March 2018, in a 5–0 victory over Basford United in the quarter-finals of the Northern Premier League Challenge Cup. Henesford finished 17th in the 2017–18 season, and Glover was named as both Managers Player of the Season and Sportsman of the Season for his 29 goals in all competitions.
On 18 June 2018, he and teammate James Lawrie both signed with Nantwich Town, also of the Northern Premier League Premier Division. He lifted the Cheshire Senior Cup with the club after playing in the 5–2 final victory over Cammell Laird 1907. He also helped the "Dabbers" to reach the play-offs, where they were beaten by Warrington Town in the semi-finals. He rejoined Hednesford Town for a third time on 31 May 2019, joining the club as a player-coach. In February 2020 he was appointed joint caretaker manager, a role he held until late March. He scored 20 goals in 40 games before the 2019–20 season was formally abandoned on 26 March, with all results from the season being expunged, due to the COVID-19 pandemic in England.
On 30 October 2020, Glover signed with Rushall Olympic, also of the Southern League Premier Division Central, who were managed by former Hednesford boss Liam McDonald. However, the 2020–21 season was curtailed early due to the ongoing pandemic on 24 February 2021. The "Pics" qualified for the play-offs at the end of the 2021–22 season, but were beaten 3–0 by Coalville Town in the semi-finals. He scored 24 goals from 50 appearances in the 2021–22 season. Rushall qualified for the play-offs with a fourth-place finish but were beaten 3–0 by Coalville Town in the semi-finals.
On 30 June 2022, Northern Premier League Division One West side Hanley Town announced the signing of Glover. On 17 December 2022, Glover returned to Hednesford Town as player-manager. Hednesford were relegated at the end of the 2022–23 season amid a financial crisis, with Glover contributing four goals from 18 playing appearances.
On 1 November 2023, he signed with Chasetown, with manager Mark Swann saying that he "will be a massive addition for the football club". He scored against Stalybridge Celtic on his debut. He scored 12 goals in 27 games in the 2023–24 campaign, including a goal in the Walsall Senior Cup final defeat to Rushall Olympic. He scored eight goals in 38 games in the 2024–25 season and missed a penalty in the play-off semi-final defeat to Congleton Town. He featured as a substitute in the Staffordshire Senior Cup final victory over Rushall Olympic.
On 5 September 2025, Glover signed with North West Counties League Division One South club Eccleshall. He scored in the 2026 Staffordshire Senior Cup final defeat to Rushall Olympic. He scored a penalty in the play-off final against Stockport Georgians, which ended in defeat. He was appointed as the club's manager on 15 July 2026.