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Tools · Ticket Triage

Best MCP servers for ticket triage

182 MCP servers in the Official MCP Registry do ticket triage. 89 can be used as a hosted endpoint, with nothing to install, and 137 publish their source code. First by relevance and readiness: zendesk, linear and cve-triage.

#ToolRelevanceConnectCodeSeen
1zendesk
Read tickets, users, orgs, macros and satisfaction ratings; create, update and comment on tickets.
In name
zendesk
HOSTEDLOCALOpen2d ago
2linear
Search, read and create Linear issues, projects, teams and cycles.
In name
linear
HOSTEDLOCALOpen2d ago
3cve-triage
x402 CVE triage MCP: EPSS + CISA KEV -> exploit priority, $0.01 per query.
In name
triage
HOSTEDLOCAL—2d ago
4fixRAgent maintenance triage
Assess a property maintenance photo: what it is, how urgent, which trade to call.
In name
triage
HOSTEDLOCAL—2d ago
5Linear-Task-Broker
Integrates agents with Linear software development workflows.
In name
linear
HOSTEDLOCAL—2d ago
6Crawler Log Triage
{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key
In name
triage
HOSTEDLOCAL—2d ago
7AI Email Triage Tool & Reply Draft Helper
Email triage tool powered by AI: classifies your inbox, finds messages that need a reply, and…
In name
triage
HOSTEDLOCAL—3d ago
8Agent Rescue Desk Production Triage
Read-only triage for n8n, MCP, webhook, and AI agent workflow production failures.
In name
triage
HOSTEDLOCAL—3d ago
9jira-easy-mcp
Self-hosted Jira Server/Data Center 7-10 for AI agents with username + password. 42 tools.
In name
jira
HOSTEDLOCALOpen8h ago
10ServiceNow MCP Server
ServiceNow developer data plane: Table API, CMDB, update sets, schema. Read-only, allow/deny, audit.
In name
servicenow
HOSTEDLOCALOpen1d ago
11Linear Project
Scope-gated Linear project administration with optional GitHub and Obsidian evidence adapters
In name
linear
HOSTEDLOCALOpen2d ago
12jira-mcp
Feature-rich MCP for controlling Jira through LLM clients. Safe for corporate environments.
In name
jira
HOSTEDLOCALOpen2d ago
13release-readiness-triage-mcp
Aggregates CI failures, cross-references flakiness history, and outputs GO/NO_GO release verdicts.
In name
triage
HOSTEDLOCALOpen2d ago
14ndjson-local-log-triage-mcp
Streams NDJSON log triage: query patterns, detect anomalies, summarize timelines without full load.
In name
triage
HOSTEDLOCALOpen2d ago
15PDF Triage
Read local PDFs without uploading. Classifies first, flags untrustworthy text, bounds output.
In name
triage
HOSTEDLOCALOpen2d ago
16linear-bootstrap
Bootstrap Linear projects from natural language — milestones, epics, issues, and dependencies.
In name
linear
HOSTEDLOCALOpen2d ago
17Jira Alerts (JSM Operations)
MCP server for Jira Service Management Operations — alerts, on-call schedules and responders
In name
jira
HOSTEDLOCALOpen2d ago
18jira-mini-mcp
Minimal Jira Cloud MCP server: broad reads, a narrow 3-tool write surface, optional read-only mode.
In name
jira
HOSTEDLOCALOpen2d ago
19servicenow-nodejs
Multi-instance ServiceNow MCP server with 40+ tools and intelligent schema discovery
In name
servicenow
HOSTEDLOCALOpen2d ago
20ServiceNow
ServiceNow ITSM MCP server for Model Context Protocol hosts
In name
servicenow
HOSTEDLOCALOpen2d ago
21zendesk-mcp
Zendesk MCP server for Claude Code and other MCP clients
In name
zendesk
HOSTEDLOCALOpen2d ago
22Zendesk MCP
Zendesk MCP: 14 tools for AI agents — create, search, assign, comment, and close support tickets.
In name
zendesk
HOSTEDLOCALOpen2d ago
23jira-admin-mcp
78 tools to administer Jira Cloud: issues, fields, workflows, permissions, projects, bulk ops.
In name
jira
HOSTEDLOCALOpen2d ago
24ServiceNow MCP Server (NowAIKit)
ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.
In name
servicenow
HOSTEDLOCALOpen2d ago
25zendesk-mcp-server
Draft, translate and update Help Center articles and manage Zendesk tickets from your AI assistant.
In name
zendesk
HOSTEDLOCALOpen2d ago
26jira-mcp-server
MCP server for Jira — search, create, update, transition issues, manage projects, boards, and spr...
In name
jira
HOSTEDLOCALOpen2d ago
27mcp-jira-stdio
MCP server for Jira Cloud — issues, search, comments, attachments, transitions.
In name
jira
HOSTEDLOCALOpen2d ago
28mcp-jira-scoped
Jira MCP server with scoped API tokens via api.atlassian.com gateway
In name
jira
HOSTEDLOCALOpen2d ago
29Linear MCP (multi-workspace, PAT auth)
Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcement, drop-in.
In name
linear
HOSTEDLOCALOpen2d ago
30Jira Cloud
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom fields
In name
jira
HOSTEDLOCALOpen2d ago
31x402 Triage MCP
MCP server for no-payment x402 surface triage, 402 Index health checks, and paid review handoff.
In name
triage
HOSTEDLOCALOpen2d ago
32servicenow-mcp-ai
ServiceNow MCP server — 67 tools over the full REST surface, every auth method, flows, diagrams.
In name
servicenow
HOSTEDLOCALOpen2d ago
33mcp-jira-server
MCP server for self-hosted Jira instance with Personal Access Token authentication
In name
jira
HOSTEDLOCAL—2d ago
34Dice
DICE MCP — live event + venue listings from dice.fm, the event-ticketing platform (gigs, club…
In description
ticketing
HOSTEDLOCALOpen3h ago
35PipesHub
Permissioned search and cited answers over Slack, Drive, Gmail, Jira, and 50+ workplace sources.
In description
jira
HOSTEDLOCALOpen4h ago
36Yuva
Customer support inbox: search, read, triage and draft replies to e-mail and chat.
In description
triage
HOSTEDLOCALOpen17h ago
37Condux error monitoring
Read your Condux issues, events and stack traces (deminified with source maps). Triage optional.
In description
triage
HOSTEDLOCALOpen1d ago
38Chatway Live Chat
Connect AI agents to Chatway to manage customer conversations, support tickets, and contacts.
In description
support tickets
HOSTEDLOCALOpen1d ago
39SHIP
Assign Linear, Jira or GitHub issues to an AI coding agent team that plans, builds, reviews, tests.
In description
linear
HOSTEDLOCALOpen2d ago
40biovet-mcp
Moscow vet clinic network (20 clinics, 24/7): clinics, live prices, slots, booking, triage. Russian
In description
triage
HOSTEDLOCALOpen2d ago
41TehProf Support
Helpdesk tickets from your AI: find, reply, take, hold, complete — within your own role. OAuth.
In description
helpdesk tickets
HOSTEDLOCALOpen2d ago
42Ybug
Read, filter and triage Ybug website feedback and bug reports from your AI assistant
In description
triage
HOSTEDLOCALOpen2d ago
43infermedica
Run Infermedica symptom checks, diagnosis, triage and condition lookups.
In description
triage
HOSTEDLOCALOpen2d ago
44happyfox
Triage HappyFox tickets, contacts and KB articles, run reports, and reply or add private notes.
In description
triage
HOSTEDLOCALOpen2d ago
45Enchant MCP by usefulapi
Work with Enchant help desk tickets: list, read, reply, add notes and labels, manage customers.
In description
help desk tickets
HOSTEDLOCALOpen2d ago

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FAQ

What is the best MCP server for ticket triage?

By relevance and readiness, zendesk, linear and cve-triage come first: the use case appears in their name and they can be used as a hosted endpoint. Check each page for how to connect and what keys it needs.

How many MCP servers are there for ticket triage?

Electra Index lists 182 active MCP servers for ticket triage from the Official MCP Registry. 89 offer a hosted endpoint and 137 publish their source code.

Is there a hosted MCP server for ticket triage, with nothing to install?

Yes. zendesk, linear and cve-triage declare a remote endpoint you add to your assistant's MCP settings.

Is there a ready-made AI agent for ticket triage instead?

Yes. If you prefer a finished product to plugging tools into your own assistant, Crisp AI Agent, Lorikeet and Forethought do this out of the box.

How this list is ordered: a tool comes first when the use case appears in its name rather than only in its description, then when it offers a hosted endpoint, then when its source code is public, then by how recently our robot saw it in the Official MCP Registry. The match to ticket Triage comes from the publisher's description (keyword method), not from a test of the tool. Only active tools with a real description are listed. No tool pays to appear here.