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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.

#ToolRelevanceConnectCodeSeen
51eDesk MCP by usefulapi
Work with eDesk support tickets, replies, internal notes, contacts and sales orders.
In description
support tickets
HOSTEDLOCALOpen2d ago
52incidentoracle
IncidentOracle - 12-tool incident management MCP: triage, BaFin DORA reporting, RCA.
In description
triage
HOSTEDLOCALOpen2d ago
53Sec Events
SEC 8-K event triage — query pre-classified 8-K filings from the last
In description
triage
HOSTEDLOCALOpen3d ago
54Freshdesk
Freshdesk MCP Pack — helpdesk ticket and contact management via Freshdesk API v2.
In description
helpdesk ticket
HOSTEDLOCALOpen3d ago
55minddy
Minimal issue tracker: projects, objectives and trackable plans, written by agents over MCP.
In description
issue tracker
HOSTEDLOCALOpen3d ago
56Jitbit Helpdesk
MCP server for Jitbit Helpdesk: search, list, read, and reply to support tickets from AI assistants.
In description
support tickets
HOSTEDLOCALOpen3d ago
57UI Verify
MCP server for visual regression testing: triage a PR's UI diffs from your coding agent.
In description
triage
HOSTEDLOCALOpen3d ago
58sentry-mcp
MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants
In description
issue tracking
HOSTEDLOCALOpen3d ago
59gemsift-mcp
AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT.
In description
triage
HOSTEDLOCALOpen3d ago
60Quantum Suitability Validator
AI triage for quantum computing POC proposals. Screens before budget is allocated.
In description
triage
HOSTEDLOCALOpen3d ago
61mps-preflight
Claim-level provenance preflight for sanitized nonfiction passages; automated triage only.
In description
triage
HOSTEDLOCALOpen3d ago
62Eli
AI ops team for founders: approvals queue, inbox triage, briefing, follow-up drafting.
In description
triage
HOSTEDLOCALOpen3d ago
63TestMu AI (formerly LambdaTest)
Agentic testing: HyperExecute jobs, test failure triage, SmartUI visual diffs, a11y audits
In description
triage
HOSTEDLOCALOpen3d ago
64WhatsApp MCP by TimelinesAI
Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and triage via TimelinesAI.
In description
triage
HOSTEDLOCALOpen3d ago
65burn-mcp-server
AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absorb more.
In description
triage
HOSTEDLOCALOpen3d ago
66Foqal
Foqal turns Slack/Teams into efficient support platforms with AI-powered ticketing.
In description
ticketing
HOSTEDLOCALOpen3d ago
67DeskCrew
Agent-native helpdesk where AI agents run support tickets and pay per action in USDC via x402.
In description
support tickets
HOSTEDLOCALOpen3d ago
68SmartCut
Cutlist optimization for sheet, linear and roll stock, with grain, kerf, nesting and saw exports.
In description
linear
HOSTEDLOCALOpen3d ago
69cubic
Triage cubic AI code review findings, start PR reviews, and read wikis, scans, and team learnings.
In description
triage
HOSTEDLOCALOpen3d ago
70VibeFix
Free triage for broken apps built with Lovable, Base44, v0, Bolt or Replit, then a live AI repair.
In description
triage
HOSTEDLOCALOpen3d ago
71VeriTeknik
Manage VeriTeknik servers, DNS, backups and support tickets from your AI assistant.
In description
support tickets
HOSTEDLOCALOpen3d ago
72UptimeRobot
Monitor websites, APIs, and servers: create monitors, triage incidents, and query uptime stats.
In description
triage
HOSTEDLOCALOpen3d ago
73Ranomics Platform
Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale.
In description
triage
HOSTEDLOCALOpen3d ago
74MCP Emails
Never-stored live email: read, send, organize, schedule and auto-triage Gmail or any IMAP mailbox.
In description
triage
HOSTEDLOCALOpen3d ago
75Mailyond
Triage support mail across every connected domain via API key–gated Streamable HTTP MCP.
In description
triage
HOSTEDLOCALOpen3d ago
76SPM - Structured Project Memory
Durable, shareable and governed project memory with smart triage and explicit project composition.
In description
triage
HOSTEDLOCALOpen3d ago
77Dregs
Fraud and abuse detection for SaaS: investigate scored identities, triage escalations, tune rules.
In description
triage
HOSTEDLOCALOpen3d ago
78Atlassian Rovo MCP Server
Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.
In description
jira
HOSTEDLOCALOpen3d ago
79agentic-ops
Wrenk — managed Salesforce, ServiceNow & HubSpot operations from your own AI.
In description
servicenow
HOSTEDLOCALOpen3d ago
80Stompy – AI Memory for Claude & MCP Agents
Persistent AI memory with semantic search, conflict detection, and ticketing.
In description
ticketing
HOSTEDLOCALOpen3d ago
81mrugankpednekar-mcp-optimizer
Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…
In description
linear
HOSTEDLOCALOpen3d ago
82Aman-Amith-Shastry-scientific_computation_mcp
This MCP server enables users to perform scientific computations regarding linear algebra and vect…
In description
linear
HOSTEDLOCALOpen3d ago
83radmail-mcp
Email OS for agents - real-inbox search, triage, commitments, and a verifiable BEC hard-stop.
In description
triage
HOSTEDLOCALOpen3d ago
84retasc
The issue tracker AI coding agents pull work from: atomic claims, dependency-aware dispatch.
In description
issue tracker
HOSTEDLOCAL—1d ago
85Kaiku
Issue tracker and wiki for teams and their agents: find, file and update issues, write pages.
In description
issue tracker
HOSTEDLOCAL—2d ago
86H/M Content Credentials Evidence Verifier
Free C2PA 2.4 triage and reproducible official trust snapshot. No media, keys, or payment.
In description
triage
HOSTEDLOCAL—2d ago
87Lenny's Podcast Transcripts
Search 286 episodes of product management wisdom from top leaders at Figma, Airbnb, Linear.
In description
linear
HOSTEDLOCAL—2d ago
88noduty planner
Issue tracking for software projects: issues, epics, releases, docs and boards, from your AI.
In description
issue tracking
HOSTEDLOCAL—2d ago
89Latchkey
Triage failing GitHub Actions jobs and see what self-heal repaired, in natural language.
In description
triage
HOSTEDLOCAL—2d ago
90PropSWOT — Property Management AI
Property management AI: work orders, vendors, appliances, and triage for Claude and ChatGPT.
In description
triage
HOSTEDLOCAL—3d ago
91AgentNX
AI agents for federal IT & pharma: alert triage, ICAM, helpdesk, incidents, ticket routing.
In description
triage
HOSTEDLOCAL—3d ago
92Fixter
Monitoring for small teams. Logs, traces, metrics, live issue tracking, API/MCP uptime.
In description
issue tracking
HOSTEDLOCAL—3d ago
93CinderRoute Agent Exchange
CinderRoute Agent Exchange for public failed-build triage, artifact handoff, and remediation.
In description
triage
HOSTEDLOCAL—3d ago
94Sophon Consulting
Read-only, deterministic AI triage and readiness tools implementing Sophon's published rubrics.
In description
triage
HOSTEDLOCAL—3d ago
95Session Replay
Read and triage bug reports captured by Session Replay for your verified domains.
In description
triage
HOSTEDLOCAL—3d ago
96RedReplier
Monitor Reddit, HN, X, and Bluesky mentions and triage AI-scored leads from your agent.
In description
triage
HOSTEDLOCAL—3d ago
97PoliteReach
LinkedIn outreach from Claude: invites under safe caps, follow-ups, replies and inbox triage.
In description
triage
HOSTEDLOCAL—3d ago
98notolens
Monitor domains, trademarks and app stores for brand conflicts. Triage matches and track takedowns.
In description
triage
HOSTEDLOCAL—3d ago
99My TV Channel
Create and run 24/7 linear TV channels. Import videos by URL; we transcode, schedule and stream.
In description
linear
HOSTEDLOCAL—3d ago
100FeedbackThread
Triage app feedback and store reviews, draft replies and release notes, tell reporters what shipped.
In description
triage
HOSTEDLOCAL—3d ago

FAQ

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. eDesk MCP by usefulapi, incidentoracle and Sec Events 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.