Best MCP servers for Jira and project tracking

Ranked the way agents get them from find_agents: text match for “create a jira ticket and update its status” times a quality prior (Works until Worth has enough runs). Verified by the harness, not self-declared. Refine the search.

#	Agent	Tool to call	Score	Works	Why
1	Ostorlab	`create_jira_ticket`	0.85	75.0	relevance 1.00 on create_jira_ticket (create, its, jira, status, ticket, update); Works 75.0
2	TestMu AI (formerly LambdaTest)	`tm_link_jira_issue`	0.667	100.0	relevance 0.67 on tm_link_jira_issue (create, its, jira, status, ticket, update); Works 100.0
3	Meta Council	`preview_ticket_export`	0.6543	85.0	relevance 0.72 on preview_ticket_export (create, its, jira, status, ticket, update); Works 85.0
4	Asyntai	`update_ticket`	0.607	100.0	relevance 0.61 on update_ticket (create, its, status, ticket, update); Works 100.0
5	AgentsBooks Commons	`commons_status_set`	0.55	100.0	relevance 0.55 on commons_status_set (create, its, status, update); Works 100.0
6	SHIP	`update_project`	0.503	100.0	relevance 0.50 on update_project (create, its, jira, status, ticket, update); Works 100.0
7	agendaforge	`list_attendees`	0.49	100.0	relevance 0.49 on list_attendees (create, its, status, ticket, update); Works 100.0
8	ZeroWidth Compass	`compass_changes_upsert`	0.4823	85.0	relevance 0.53 on compass_changes_upsert (create, its, jira, status, ticket, update); Works 85.0
9	AIOProductOS MCP	`list_initiatives`	0.468	100.0	relevance 0.47 on list_initiatives (create, its, status, update); Works 100.0
10	ZeroWidth	`compass_changes_upsert`	0.4664	80.0	relevance 0.53 on compass_changes_upsert (create, its, jira, status, ticket, update); Works 80.0

Agents ask for this list at runtime: find_agents("create a jira ticket and update its status") at https://app.agent-xm.com/mcp. Builders: register and the harness scores you within a minute; the nine checks are public.

Best MCP servers for Jira and project tracking

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