20 Best Jira MCP Servers, Compared (August 2026)

The short answer

Which one, for your situation

Top MCP servers for Jira

The ranking, with the evidence

Each position is a weighted mean of adoption (40%), maintenance (24%), momentum (14%), tool description quality (13%) and trust (9%), multiplied by three attenuators: how directly the server is about Jira — named for it, declaring it, tagged with it, or merely mentioning it — whether its repository is still moving, and how much independent evidence of adoption it has. Open the score on any entry to see every number, including the ones marked ≈, which were imputed from the median of the other candidates rather than measured. The maintenance grade on each entry is mostly issue responsiveness, release recency and open security alerts rather than commits, so a recent commit beside a low grade is two different measurements rather than a contradiction.

• Abandoned but popular — People use it, but its default branch has stopped moving. Fine to keep running, risky to adopt.
• Community favourite — Widely adopted and still actively maintained.
• Dormant — Neither changing nor widely adopted. Here because it still matches the search.
• Emerging — Small audience, growing quickly, maintained. The bet with the most upside.
• Steady — Maintained, modest audience, no surprises in either direction.

• 1

  MCP Atlassian

  Community favourite

  sooperset/mcp-atlassian ↗

  Best for: Teams needing both Jira and Confluence from one MCP server, since it exposes Jira and Confluence tools side by side in a single install.

  It runs as a single uvx server exposing Jira tools (search, get, create, update, transition) and Confluence tools (search, get page, create page, comment) via documented environment-variable configuration. Before choosing it, note that the package description says Atlassian Cloud only, while the README and compatibility table claim Server/Data Center support with a personal access token.

  GitHub stars

  5,770

  Stars / 30 days

  +146

  npm / typical week

  -Ships no npm package

  Tools exposed

  never inspected

  Last commit

  today

  Commits / 12 weeks

  148

  Maintenance grade

  A

  Tool descriptions

  -Not graded
  Score 90.4 — show every number behind it

  • Adoption94 / 100 · weight 40%
    • GitHub stars94
    • npm downloadsnot measured
      no npm package
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance100 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence100
  • Momentum74 / 100 · weight 14%
    • Stars gained, relative to size65
    • Stars gained, absolute87
    • npm download trendnot measured
      no npm download history
  • Tool quality≈73 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  90.4

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — widely adopted

  1.00

  Composite score

  90.4

• 2

  Atlassian Rovo MCP Server

  Community favourite

  atlassian/atlassian-mcp-server ↗

  Best for: Teams on Atlassian Cloud who want Atlassian's own hosted MCP endpoint, with OAuth or API-token auth, for AI access to Jira data.

  This is Atlassian's official, generally available cloud-hosted MCP bridge for Jira, using OAuth 2.1 or API-token authentication. The tool list has never been inspected here, so you are adopting it without a verified inventory of what it can actually do.

  GitHub stars

  961

  Stars / 30 days

  +103

  npm / typical week

  -Ships no npm package

  Tools exposed

  never inspected

  Last commit

  23 days ago

  Commits / 12 weeks

  35

  Maintenance grade

  B

  Tool descriptions

  -Not graded
  Score 83.0 — show every number behind it

  • Adoption75 / 100 · weight 40%
    • GitHub stars75
    • npm downloadsnot measured
      no npm package
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance95 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade80
    • Commit cadence100
  • Momentum93 / 100 · weight 14%
    • Stars gained, relative to size100
    • Stars gained, absolute81
    • npm download trendnot measured
      no npm download history
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integrates100

  Weighted mean of the five

  83.0

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — widely adopted

  1.00

  Composite score

  83.0

• 3

  Atlassian Bitbucket MCP Server

  Abandoned but popular

  aashari/mcp-server-atlassian-bitbucket ↗

  Best for: Managing Bitbucket Cloud PRs and code from an AI assistant — it ships write, delete, and clone-to-local tools, so it does not stop at reading data.

  Exposes six tools — bb_get, bb_post, bb_put, bb_patch, bb_delete, and bb_clone — for reading and writing Bitbucket Cloud resources and cloning repositories to the local filesystem. Worth knowing before choosing it: it supports only Bitbucket Cloud (not Bitbucket Server/Data Center) and requires Node.js 18.0.0 or higher.

  GitHub stars

  160

  Stars / 30 days

  +3

  npm / typical week

  3.5K

  Tools exposed

  6

  Last commit

  167 days ago

  Commits / 12 weeks

  0

  Maintenance grade

  D

  Tool descriptions

  A
  Score 72.0 — show every number behind it

  • Adoption84 / 100 · weight 40%
    • GitHub stars55
    • npm downloads76
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance46 / 100 · weight 24%
    • Last commit touching this server68
    • Repository maintenance grade30
    • Commit cadence5
  • Momentum45 / 100 · weight 14%
    • Stars gained, relative to size39
    • Stars gained, absolute23
    • npm download trend83
  • Tool quality93 / 100 · weight 13%
    • Tool description quality85
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  72.0

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — widely adopted

  1.00

  Composite score

  72.0

• 4

  Atlassian Data Center MCP

  Steady

  b1ff/atlassian-dc-mcp ↗

  Best for: Self-hosted Atlassian Data Center teams needing MCP access to Jira, Confluence, and Bitbucket — it offers per-product setup CLIs with secure token storage.

  The server provides MCP integration for Atlassian Data Center products, with README-documented setup commands for Jira, Confluence, and Bitbucket that validate credentials before saving them. It assumes an on-premises Data Center deployment and requires a personal API token for each product; it does not cover Atlassian Cloud.

  GitHub stars

  86

  Stars / 30 days

  +4

  npm / typical week

  -Ships no npm package

  Tools exposed

  never inspected

  Last commit

  25 days ago

  Commits / 12 weeks

  43

  Maintenance grade

  A

  Tool descriptions

  -Not graded
  Score 56.9 — show every number behind it

  • Adoption48 / 100 · weight 40%
    • GitHub stars48
    • npm downloadsnot measured
      no npm package
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance100 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence100
  • Momentum44 / 100 · weight 14%
    • Stars gained, relative to size54
    • Stars gained, absolute29
    • npm download trendnot measured
      no npm download history
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  66.9

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — modest but real audience

  0.85

  Composite score

  56.9

• 5

  Atlassian Confluence MCP Server

  Abandoned but popular

  aashari/mcp-server-atlassian-confluence ↗

  Best for: Teams that need instant natural-language answers from Confluence — it exposes generic CRUD tools covering all Confluence API endpoints.

  This server exposes five generic tools — conf_get, conf_post, conf_put, conf_patch, and conf_delete — that map to Confluence's REST API, with optional JMESPath filtering and a token-efficient TOON output format. Before choosing it, note that it requires an Atlassian API token and your site name, user email, and token must be set as environment variables or in a config file.

  GitHub stars

  60

  Stars / 30 days

  0

  npm / typical week

  4.4K

  Tools exposed

  5

  Last commit

  260 days ago

  Commits / 12 weeks

  0

  Maintenance grade

  C

  Tool descriptions

  A
  Score 53.2 — show every number behind it

  • Adoption76 / 100 · weight 40%
    • GitHub stars45
    • npm downloads70
      downloads capped: not corroborated by repository audience
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance38 / 100 · weight 24%
    • Last commit touching this server42
      dated from the last commit on the default branch, re-read from GitHub at publication; github.com shows a push 179 days ago, which counts every ref; the stored date would have published 179 days ago
    • Repository maintenance grade55
    • Commit cadence5
  • Momentum16 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trend63
  • Tool quality91 / 100 · weight 13%
    • Tool description quality83
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  62.6

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — modest but real audience

  0.85

  Composite score

  53.2

• 6

  Atlassian Jira MCP Server

  Abandoned but popular

  aashari/mcp-server-atlassian-jira ↗

  Best for: For teams wanting natural-language Jira issue management in Claude — generic REST API tools allow project queries, comments, transitions and search.

  It exposes generic GET, POST, PUT, PATCH, and DELETE tools that call Jira REST API endpoints, with TOON output and JMESPath filtering for responses. Before choosing it, know that it requires an Atlassian API token and that users must supply Jira REST API paths, since the tools are generic wrappers rather than dedicated issue or comment functions.

  GitHub stars

  72

  Stars / 30 days

  0

  npm / typical week

  11.6K

  Tools exposed

  never inspected

  Last commit

  167 days ago

  Commits / 12 weeks

  0

  Maintenance grade

  D

  Tool descriptions

  -Not graded
  Score 52.7 — show every number behind it

  • Adoption79 / 100 · weight 40%
    • GitHub stars47
    • npm downloads72
      downloads capped: not corroborated by repository audience
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance46 / 100 · weight 24%
    • Last commit touching this server68
    • Repository maintenance grade30
    • Commit cadence5
  • Momentum15 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trend61
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  62.0

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — modest but real audience

  0.85

  Composite score

  52.7

• 7

  mcp-jira-stdio

  Steady

  freema/mcp-jira-stdio ↗

  Best for: Managing Jira issues and projects directly from Claude Desktop — it exposes tools for creating, updating, commenting, and transitioning issues.

  It exposes 23 tools for reading, writing, and managing Jira issues and projects, spanning search, comments, transitions, and attachments. Note that it requires Node.js v20 or higher and a Jira API token passed as environment variables.

  GitHub stars

  15

  Stars / 30 days

  +1

  npm / typical week

  469

  Tools exposed

  23

  Last commit

  10 days ago

  Commits / 12 weeks

  22

  Maintenance grade

  A

  Tool descriptions

  A
  Score 51.1 — show every number behind it

  • Adoption60 / 100 · weight 40%
    • GitHub stars30
    • npm downloads55
      downloads capped: not corroborated by repository audience
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance97 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence85
  • Momentum43 / 100 · weight 14%
    • Stars gained, relative to size32
    • Stars gained, absolute12
    • npm download trend100
  • Tool quality83 / 100 · weight 13%
    • Tool description quality75
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  73.0

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — small audience

  0.70

  Composite score

  51.1

• 8

  raalarcon-jira-mcp-server

  Steady

  raalarcon9705/jira-mcp ↗

  Best for: Agile teams working in Jira Cloud — it exposes full sprint lifecycle (create, update, close, move issues) and Confluence page lookup.

  It exposes 24 tools for Jira issue, comment, transition, assignment, and sprint management, plus a Confluence page query. Setup requires a Jira Cloud host, email, and API token; the README documents no support for Jira Server or Data Center.

  GitHub stars

  5

  Stars / 30 days

  0

  npm / typical week

  67

  Tools exposed

  24

  Last commit

  82 days ago

  Commits / 12 weeks

  3

  Maintenance grade

  C

  Tool descriptions

  A
  Score 44.9 — show every number behind it

  • Adoption42 / 100 · weight 40%
    • GitHub stars19
    • npm downloads39
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance70 / 100 · weight 24%
    • Last commit touching this server88
    • Repository maintenance grade55
    • Commit cadence40
  • Momentum3 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trend13
  • Tool quality76 / 100 · weight 13%
    • Tool description quality68
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  52.8

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — modest but real audience

  0.85

  Composite score

  44.9

• 9

  kanban-tui

  Community favourite

  Zaloog/kanban-tui ↗

  Best for: AI agents that manage tasks in a Jira-connected kanban board — it exposes task, board, and column management commands.

  The server exposes task, board, and column management commands for AI agents, as described in its README, which also documents a CLI interface. It requires the kanban-tui terminal application to be installed, and its Jira backend needs an API key.

  GitHub stars

  269

  Stars / 30 days

  +11

  npm / typical week

  -Ships no npm package

  Tools exposed

  never inspected

  Last commit

  11 days ago

  Commits / 12 weeks

  4

  Maintenance grade

  A

  Tool descriptions

  -Not graded
  Score 42.5 — show every number behind it

  • Adoption61 / 100 · weight 40%
    • GitHub stars61
    • npm downloadsnot measured
      no npm package
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance88 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence40
  • Momentum57 / 100 · weight 14%
    • Stars gained, relative to size67
    • Stars gained, absolute43
    • npm download trendnot measured
      no npm download history
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  70.8

  × relevance — the keyword is tagged here

  0.60

  × continuity — actively changing

  1.00

  × evidence — widely adopted

  1.00

  Composite score

  42.5

• 10

  mcp-jira-scoped

  Dormant

  deepwired/mcp-jira ↗

  Best for: Teams needing to comply with Atlassian's token deprecation — it uses modern scoped tokens with api.atlassian.com, not classic tokens.

  This server exposes tools like jira_get_issue, jira_search, jira_create_issue, and jira_delete_issue, and its README documents that read tools are the default, with write tools requiring explicit scopes. Before choosing it, note that it requires a scoped token with a scoped token, not a classic one, and it does not support admin operations like project creation or workflow changes.

  GitHub stars

  3

  Stars / 30 days

  0

  npm / typical week

  60

  Tools exposed

  never inspected

  Last commit

  141 days ago

  Commits / 12 weeks

  0

  Maintenance grade

  C

  Tool descriptions

  -Not graded
  Score 42.1 — show every number behind it

  • Adoption40 / 100 · weight 40%
    • GitHub stars15
    • npm downloads38
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance52 / 100 · weight 24%
    • Last commit touching this server68
    • Repository maintenance grade55
    • Commit cadence5
  • Momentum25 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trend100
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  49.5

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — modest but real audience

  0.85

  Composite score

  42.1

• 11

  MCP Jira Server

  Dormant

  edrich13/mcp-jira-server ↗

  Best for: Self-hosted Jira teams needing a quick CRUD MCP server — it exposes issue create, read, update, delete, search, and comment tools via PAT.

  MCP Jira Server exposes 12 tools for creating, reading, updating, deleting, searching, commenting on, assigning, and listing issues and projects, using Personal Access Token authentication for self-hosted Jira. It requires a self-hosted Jira instance and Node.js 18+, and behind reverse proxies you may need to set a custom User-Agent to keep API requests from redirecting to SSO.

  GitHub stars

  10

  Stars / 30 days

  +1

  npm / typical week

  469

  Tools exposed

  12

  Last commit

  205 days ago

  Commits / 12 weeks

  0

  Maintenance grade

  C

  Tool descriptions

  A
  Score 39.6 — show every number behind it

  • Adoption55 / 100 · weight 40%
    • GitHub stars26
    • npm downloads51
      downloads capped: not corroborated by repository audience
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance52 / 100 · weight 24%
    • Last commit touching this server68
    • Repository maintenance grade55
    • Commit cadence5
  • Momentum23 / 100 · weight 14%
    • Stars gained, relative to size31
    • Stars gained, absolute12
    • npm download trend24
  • Tool quality76 / 100 · weight 13%
    • Tool description quality68
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  56.6

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — small audience

  0.70

  Composite score

  39.6

• 12

  jira-mcp

  Steady

  softspark/jira-mcp ↗

  Best for: Managing recurring tasks across multiple Jira instances — it supports config-file bulk creation, monthly task templates, and transition-path status updates.

  It is an MCP server and CLI whose documented tools sync Jira tasks to a local cache, read them, update fields and status, comment, delete, reassign, and log time. The one thing to weigh is that it requires an Atlassian API token and an initialized configuration at ~/.softspark/jira-mcp.

  GitHub stars

  1

  Stars / 30 days

  0

  npm / typical week

  28

  Tools exposed

  never inspected

  Last commit

  today

  Commits / 12 weeks

  21

  Maintenance grade

  A

  Tool descriptions

  -Not graded
  Score 39.2 — show every number behind it

  • Adoption32 / 100 · weight 40%
    • GitHub stars8
    • npm downloads31
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance97 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence85
  • Momentum17 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trend67
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  56.0

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — small audience

  0.70

  Composite score

  39.2

• 13

  Jira MCP Server

  Dormant

  George5562/Jira-MCP-Server ↗

  Best for: For delegating a new Jira issue to the most relevant teammate — its documented create tool accepts an assignee and user lookup.

  It documents MCP tools to create, update, link, and delete Jira issues, and to look up users, issue types, and link types. It requires JIRA_HOST and JIRA_API_TOKEN; basic auth also needs JIRA_EMAIL, while PAT auth uses bearer.

  GitHub stars

  63

  Stars / 30 days

  +1

  npm / typical week

  downloads not counted

  Tools exposed

  never inspected

  Last commit

  345 days ago

  Commits / 12 weeks

  0

  Maintenance grade

  D

  Tool descriptions

  -Not graded
  Score 39.1 — show every number behind it

  • Adoption45 / 100 · weight 40%
    • GitHub stars45
    • npm downloadsnot measured
      npm publishes jira-server from cfdude/mcp-jira
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance32 / 100 · weight 24%
    • Last commit touching this server42
    • Repository maintenance grade30
    • Commit cadence5
  • Momentum21 / 100 · weight 14%
    • Stars gained, relative to size27
    • Stars gained, absolute11
    • npm download trendnot measured
      no npm download history
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  46.0

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — modest but real audience

  0.85

  Composite score

  39.1

• 14

  Jira & Confluence MCP Server

  Steady

  thamaraiselvam/mcp-jira-confluence ↗

  Best for: Teams using both Jira and Confluence that need AI to search, create, update, and comment with native formatting — it converts Markdown to ADF.

  The README documents an MCP server with tools for searching, reading, creating, updating, and commenting on Jira and Confluence content, converting Markdown to ADF. Before choosing it, note that it requires Atlassian credentials (URL, email, API token) set in the environment.

  GitHub stars

  2

  Stars / 30 days

  0

  npm / typical week

  49

  Tools exposed

  never inspected

  Last commit

  82 days ago

  Commits / 12 weeks

  14

  Maintenance grade

  A

  Tool descriptions

  -Not graded
  Score 38.9 — show every number behind it

  • Adoption38 / 100 · weight 40%
    • GitHub stars12
    • npm downloads36
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance90 / 100 · weight 24%
    • Last commit touching this server88
    • Repository maintenance grade100
    • Commit cadence85
  • Momentum9 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trend37
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  55.6

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — small audience

  0.70

  Composite score

  38.9

• 15

  mcp-atlassian

  Steady

  SharkyND/mcp-atlassian ↗

  Best for: Jira teams needing both Jira and Confluence in one MCP server—it exposes 71 tools for issues, sprints, attachments, and pages.

  It exposes 71 tools, covering Jira issue search, create/update/delete, transitions, sprints, attachments, comments, and worklogs, plus Confluence search and page retrieval. One scope check: Bitbucket Cloud is marked Not Tested, and Xray for Jira is available only on Server/Data Center.

  GitHub stars

  27

  Stars / 30 days

  -1

  npm / typical week

  -Ships no npm package

  Tools exposed

  71

  Last commit

  6 days ago

  Commits / 12 weeks

  26

  Maintenance grade

  A

  Tool descriptions

  B
  Score 38.5 — show every number behind it

  • Adoption36 / 100 · weight 40%
    • GitHub stars36
    • npm downloadsnot measured
      no npm package
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance97 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence85
  • Momentum0 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trendnot measured
      no npm download history
  • Tool quality63 / 100 · weight 13%
    • Tool description quality55
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  55.0

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — small audience

  0.70

  Composite score

  38.5

• 16

  Tempo MCP Server

  Steady

  ivelin-web/tempo-mcp-server ↗

  Best for: Managing Tempo worklogs in Jira through Claude or Cursor — it provides create, bulk-create, edit, delete, missing-day, and analytics tools.

  The server wraps Tempo's API and exposes seven tools for retrieving, creating, bulk-creating, editing, deleting, and analyzing worklogs, plus missing-day reporting. It assumes a Jira Cloud instance and Tempo API credentials, with OAuth 2.0 PKCE available as the Jira API token alternative.

  GitHub stars

  42

  Stars / 30 days

  +1

  npm / typical week

  130

  Tools exposed

  7

  Last commit

  48 days ago

  Commits / 12 weeks

  4

  Maintenance grade

  B

  Tool descriptions

  C
  Score 38.4 — show every number behind it

  • Adoption51 / 100 · weight 40%
    • GitHub stars41
    • npm downloads45
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance76 / 100 · weight 24%
    • Last commit touching this server88
    • Repository maintenance grade80
    • Commit cadence40
  • Momentum40 / 100 · weight 14%
    • Stars gained, relative to size32
    • Stars gained, absolute14
    • npm download trend83
  • Tool quality36 / 100 · weight 13%
    • Tool description quality28
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  57.9

  × relevance — the keyword is declared here

  0.78

  × continuity — actively changing

  1.00

  × evidence — modest but real audience

  0.85

  Composite score

  38.4

• 17

  OpenTabs

  Community favourite

  opentabs-dev/opentabs ↗

  Best for: Already-logged-in web apps like Jira — it exposes real API tools through the user's existing browser session, no API keys or OAuth needed.

  OpenTabs routes AI agent requests to web APIs through the user's logged-in Chrome session, exposing 42 built-in tools for browser actions like screenshots, clicking, typing, and network capture. Before choosing it, note that it requires Node.js 22+ and Chrome, and every tool stays off until explicitly enabled.

  GitHub stars

  897

  Stars / 30 days

  +34

  npm / typical week

  -Ships no npm package

  Tools exposed

  42

  Last commit

  23 days ago

  Commits / 12 weeks

  96

  Maintenance grade

  A

  Tool descriptions

  A
  Score 34.6 — show every number behind it

  • Adoption74 / 100 · weight 40%
    • GitHub stars74
    • npm downloadsnot measured
      no npm package
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance100 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence100
  • Momentum69 / 100 · weight 14%
    • Stars gained, relative to size74
    • Stars gained, absolute62
    • npm download trendnot measured
      no npm download history
  • Tool quality78 / 100 · weight 13%
    • Tool description quality70
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  82.4

  × relevance — the keyword is mentioned here

  0.42

  × continuity — actively changing

  1.00

  × evidence — widely adopted

  1.00

  Composite score

  34.6

• 18

  Atlassian Confluence MCP Server

  Steady

  anuragagrawal0430/atlassian-confluence-mcp-server ↗

  Best for: For teams using Confluence Server or Data Center who need broad page, space, and content access—including CQL search and exports—from an AI assistant.

  This server exposes 28 tools for reading and managing Confluence spaces, pages, comments, attachments, versions, watchers, permissions, and export URLs across Cloud, Server, and Data Center. Note that mutating tools are disabled by default; you must set CONFLUENCE_READ_ONLY=false and explicitly enable destructive operations.

  GitHub stars

  3

  Stars / 30 days

  0

  npm / typical week

  595

  Tools exposed

  28

  Last commit

  2 days ago

  Commits / 12 weeks

  56

  Maintenance grade

  A

  Tool descriptions

  B
  Score 33.2 — show every number behind it

  • Adoption42 / 100 · weight 40%
    • GitHub stars15
    • npm downloads40
      downloads capped: not corroborated by repository audience
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance100 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence100
  • Momentum12 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trend48
  • Tool quality68 / 100 · weight 13%
    • Tool description quality60
    • Built and inspected by Glama100
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  60.4

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — no meaningful evidence of adoption

  0.55

  Composite score

  33.2

• 19

  qdrant-loader-mcp-server

  Steady

  cbtw-apac/qdrant-loader ↗

  Best for: Teams whose Jira content is already vectorized into Qdrant and need semantic search and relationship analysis for AI tools — this server provides that via MCP.

  The README documents an MCP server that provides semantic search, hierarchy-aware search, attachment discovery, and conflict detection over Qdrant data. It assumes the Qdrant collection is already populated, because this server is the retrieval layer while the separate qdrant-loader package handles ingestion.

  GitHub stars

  50

  Stars / 30 days

  +5

  npm / typical week

  -Ships no npm package

  Tools exposed

  never inspected

  Last commit

  30 days ago

  Commits / 12 weeks

  104

  Maintenance grade

  B

  Tool descriptions

  -Not graded
  Score 33.0 — show every number behind it

  • Adoption43 / 100 · weight 40%
    • GitHub stars43
    • npm downloadsnot measured
      no npm package
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance95 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade80
    • Commit cadence100
  • Momentum53 / 100 · weight 14%
    • Stars gained, relative to size67
    • Stars gained, absolute32
    • npm download trendnot measured
      no npm download history
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  64.7

  × relevance — the keyword is tagged here

  0.60

  × continuity — actively changing

  1.00

  × evidence — modest but real audience

  0.85

  Composite score

  33.0

• 20

  Jira MCP Server

  Steady

  rui-branco/jira-mcp ↗

  Best for: Developers using Claude Code who need Jira ticket context with linked Figma designs — it auto-exports Figma URLs from tickets.

  It exposes tools to fetch complete ticket details, comments, and attachments, search with JQL, and retrieve the current user's info. It requires a Jira Cloud account and API token, and the Figma integration depends on the separate figma-mcp server being configured.

  GitHub stars

  2

  Stars / 30 days

  0

  npm / typical week

  140

  Tools exposed

  never inspected

  Last commit

  yesterday

  Commits / 12 weeks

  11

  Maintenance grade

  A

  Tool descriptions

  -Not graded
  Score 32.0 — show every number behind it

  • Adoption39 / 100 · weight 40%
    • GitHub stars12
    • npm downloads37
      downloads capped: not corroborated by repository audience
    • Used through Glamanot measured
      not used through Glama in the last 30 days
  • Maintenance97 / 100 · weight 24%
    • Last commit touching this server100
    • Repository maintenance grade100
    • Commit cadence85
  • Momentum15 / 100 · weight 14%
    • Stars gained, relative to size0
    • Stars gained, absolute0
    • npm download trend59
  • Tool quality≈65 / 100 · weight 13%
    • Tool description quality≈65
      tool descriptions not yet scored
    • Built and inspected by Glamanot measured
      never built and inspected by Glama
  • Trust100 / 100 · weight 9%
    • License100
    • Published by the vendor it integratesnot measured
      not published by the vendor it integrates

  Weighted mean of the five

  58.2

  × relevance — the keyword is dedicated here

  1.00

  × continuity — actively changing

  1.00

  × evidence — no meaningful evidence of adoption

  0.55

  Composite score

  32.0

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