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Most reliable project_management AI agent tools

As of the latest check, Glimind tracks 58 project_management AI agent (MCP) tools, of which 1 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
get_ticket_projects
com.meta-council/decision-intelligence
healthyProjects overview of the caller's board: one entry per top-level epic with recursive descendant progress (done %, counts by status, blocked,alternatives
list_cycles
com.ithura/mcp
unknownList sprints (cycles) in the workspace.alternatives
list_modules
com.ithura/mcp
unknownList modules in the workspace.alternatives
list_sprints
tiretrack-mcp
unknownList sprintsalternatives
forja_plan_sprint
rvbernucci/Forja MCP Server
unknownPlan a sprint with scope, budget, and constraintsalternatives
list_projects
2022f-mulbscs-100-del/first-mcp-server
unknownlist all projectsalternatives
redmine_list_projects
surajsurendrann/Redmine MCP Server
unknownLists all visible projects in Redmine.alternatives
redmine_list_issues
surajsurendrann/Redmine MCP Server
unknownLists issues with optional filters.alternatives
redmine_get_issue
surajsurendrann/Redmine MCP Server
unknownRetrieves detailed information of a specific issue by its ID.alternatives
list_projects
iflow-mcp_talhaorak_mcp-taiga-bridge
unknownList all projects accessible to the authenticated user.alternatives
create_user_story
iflow-mcp_talhaorak_mcp-taiga-bridge
unknownCreate a new user story in a project.alternatives
list_user_stories
iflow-mcp_talhaorak_mcp-taiga-bridge
unknownList user stories for a given project.alternatives
gitlab_epics
Knuckles-Team/gitlab-api
unknownManage GitLab epics.alternatives
gitlab_groups
Knuckles-Team/gitlab-api
unknownManage gitlab groups operations.alternatives
forja_list_sprints
rvbernucci/Forja MCP Server
unknownList all sprints with their statusalternatives
forja_get_evidence
rvbernucci/Forja MCP Server
unknownRetrieve evidence for a sprint or work itemalternatives
select_project
ayghri/overleaf-mcp
unknownSelect a project to work on.alternatives
update_issue
com.ithura/mcp
unknownUpdate an existing issue.alternatives
delete_issue
com.ithura/mcp
unknownDelete an issue.alternatives
list_issue_comments
com.ithura/mcp
unknownList comments on an issue.alternatives
add_issue_comment
com.ithura/mcp
unknownAdd a comment to an issue.alternatives
create_cycle
com.ithura/mcp
unknownCreate a new sprint (cycle).alternatives
add_issues_to_cycle
com.ithura/mcp
unknownAdd issues to a sprint (cycle).alternatives
remove_issue_from_cycle
com.ithura/mcp
unknownRemove an issue from a sprint (cycle).alternatives
create_module
com.ithura/mcp
unknownCreate a new module.alternatives
add_issues_to_module
com.ithura/mcp
unknownAdd issues to a module.alternatives
project_list
atlassian-jira-mcp-server
unknownList all accessible Jira projectsalternatives
wayd-ppm
@wayd/mcp
unknownPortfolios, programs, projects — lookup, plans, health checks, task managementalternatives
wayd-pi
@wayd/mcp
unknownPlanning intervals, iterations, objectives, health reports, risksalternatives
wayd-roadmaps
@wayd/mcp
unknownRoadmap exploration — activities, timeboxes, milestonesalternatives
wayd-story-maps
@wayd/mcp
unknownStory maps — analyze, create, manage goals, steps, tasks, swim lanes, personasalternatives
wayd-teams
@wayd/mcp
unknownTeam lookup, backlog health grade, delivery forecast, work distribution reportsalternatives
project_get
atlassian-jira-mcp-server
unknownGet any project by key (e.g., project://PROJ).alternatives
list_projects
com.ithura/mcp
unknownList projects in the workspace.alternatives
list_issues
com.ithura/mcp
unknownList issues (tasks) in the workspace.alternatives
create_issue
com.ithura/mcp
unknownCreate a new issue.alternatives
rapideticket_list_sprint_tickets
mcp-rapideticket
unknownList sprint ticketsalternatives
rapideticket_list_specifications
mcp-rapideticket
unknownList specificationsalternatives
rapideticket_search_specifications
mcp-rapideticket
unknownSearch specificationsalternatives
redmine_update_issue
@leethais91/redmine-mcp-server
unknownCập nhật issue (status, assignee, v.v.)alternatives
manage_project
Cho8432/mcp-github-project-manager
unknownManage GitHub Projects v2 with compound actions for project lifecyclealternatives
session_landscape
@eventually-consistent/cairn
unknownDeterministic join over trace/probe/draft/thread sessions — open + resolved withalternatives
plan_check
@eventually-consistent/cairn
unknownDeterministic plan-quality scan (#2891): cross-plan contract driftalternatives
milestone_complete
@eventually-consistent/cairn
unknownComplete the current milestone: gate on all-phases-verified, close tracker phases,alternatives
plan_resync
@eventually-consistent/cairn
unknownDetect out-of-band commits (covered by no LEDGER.md range) since the last resync marker;alternatives
plan_tracker_delta
@eventually-consistent/cairn
unknownDiff the live tracker against the last-seen snapshot cursor: new issues/phases,alternatives
plan_meta_set
@eventually-consistent/cairn
unknownSet wave grouping (wave_N frontmatter) and/or the TDD-eligible task list on a phase's PLAN.mdalternatives
trace_start
@eventually-consistent/cairn
unknownOpen a trace: creates the cairn:bug issue unless issueId is given, posts the startedalternatives
trace_log
@eventually-consistent/cairn
unknownAppend an entry to an open trace, append-only; mirror posts it as the cause-identified commentalternatives
trace_list
@eventually-consistent/cairn
unknownList traces with entry countsalternatives
trace_close
@eventually-consistent/cairn
unknownResolve a trace (needs evidence, a repro test, a verdict): archives it, mirrors and closesalternatives
get_work_packages
@nicola5tor/openproject-timelog
unknownLista tareas de OpenProject.alternatives
get_activities
@nicola5tor/openproject-timelog
unknownLista actividades de time entry.alternatives
get_time_entries
@nicola5tor/openproject-timelog
unknownConsulta horas registradas en OpenProject.alternatives
upload_entries
@nicola5tor/openproject-timelog
unknownSube entries a OpenProject.alternatives
redmine_list_issues
@leethais91/redmine-mcp-server
unknownLiệt kê/tìm kiếm issue với nhiều bộ lọcalternatives
redmine_get_issue
@leethais91/redmine-mcp-server
unknownXem chi tiết 1 issue (kèm history, comments)alternatives
redmine_create_issue
@leethais91/redmine-mcp-server
unknownTạo issue mớialternatives

FAQ

What are the most reliable project_management MCP tools right now?

As of the latest check, Glimind tracks 58 project_management AI agent (MCP) tools, of which 1 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank project_management tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a project_management tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.

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