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.
| # | Tool | Relevance | Connect | Code | Seen |
|---|---|---|---|---|---|
| 51 | eDesk MCP by usefulapi Work with eDesk support tickets, replies, internal notes, contacts and sales orders. | In description support tickets | HOSTEDLOCAL | Open | 2d ago |
| 52 | incidentoracle IncidentOracle - 12-tool incident management MCP: triage, BaFin DORA reporting, RCA. | In description triage | HOSTEDLOCAL | Open | 2d ago |
| 53 | Sec Events SEC 8-K event triage — query pre-classified 8-K filings from the last | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 54 | Freshdesk Freshdesk MCP Pack — helpdesk ticket and contact management via Freshdesk API v2. | In description helpdesk ticket | HOSTEDLOCAL | Open | 3d ago |
| 55 | minddy Minimal issue tracker: projects, objectives and trackable plans, written by agents over MCP. | In description issue tracker | HOSTEDLOCAL | Open | 3d ago |
| 56 | Jitbit Helpdesk MCP server for Jitbit Helpdesk: search, list, read, and reply to support tickets from AI assistants. | In description support tickets | HOSTEDLOCAL | Open | 3d ago |
| 57 | UI Verify MCP server for visual regression testing: triage a PR's UI diffs from your coding agent. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 58 | sentry-mcp MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants | In description issue tracking | HOSTEDLOCAL | Open | 3d ago |
| 59 | gemsift-mcp AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 60 | Quantum Suitability Validator AI triage for quantum computing POC proposals. Screens before budget is allocated. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 61 | mps-preflight Claim-level provenance preflight for sanitized nonfiction passages; automated triage only. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 62 | Eli AI ops team for founders: approvals queue, inbox triage, briefing, follow-up drafting. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 63 | TestMu AI (formerly LambdaTest) Agentic testing: HyperExecute jobs, test failure triage, SmartUI visual diffs, a11y audits | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 64 | WhatsApp MCP by TimelinesAI Drive your real WhatsApp inbox from Claude — send, reply, label, assign, and triage via TimelinesAI. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 65 | burn-mcp-server AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absorb more. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 66 | Foqal Foqal turns Slack/Teams into efficient support platforms with AI-powered ticketing. | In description ticketing | HOSTEDLOCAL | Open | 3d ago |
| 67 | DeskCrew Agent-native helpdesk where AI agents run support tickets and pay per action in USDC via x402. | In description support tickets | HOSTEDLOCAL | Open | 3d ago |
| 68 | SmartCut Cutlist optimization for sheet, linear and roll stock, with grain, kerf, nesting and saw exports. | In description linear | HOSTEDLOCAL | Open | 3d ago |
| 69 | cubic Triage cubic AI code review findings, start PR reviews, and read wikis, scans, and team learnings. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 70 | VibeFix Free triage for broken apps built with Lovable, Base44, v0, Bolt or Replit, then a live AI repair. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 71 | VeriTeknik Manage VeriTeknik servers, DNS, backups and support tickets from your AI assistant. | In description support tickets | HOSTEDLOCAL | Open | 3d ago |
| 72 | UptimeRobot Monitor websites, APIs, and servers: create monitors, triage incidents, and query uptime stats. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 73 | Ranomics Platform Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 74 | MCP Emails Never-stored live email: read, send, organize, schedule and auto-triage Gmail or any IMAP mailbox. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 75 | Mailyond Triage support mail across every connected domain via API key–gated Streamable HTTP MCP. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 76 | SPM - Structured Project Memory Durable, shareable and governed project memory with smart triage and explicit project composition. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 77 | Dregs Fraud and abuse detection for SaaS: investigate scored identities, triage escalations, tune rules. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 78 | Atlassian Rovo MCP Server Connect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work. | In description jira | HOSTEDLOCAL | Open | 3d ago |
| 79 | agentic-ops Wrenk — managed Salesforce, ServiceNow & HubSpot operations from your own AI. | In description servicenow | HOSTEDLOCAL | Open | 3d ago |
| 80 | Stompy – AI Memory for Claude & MCP Agents Persistent AI memory with semantic search, conflict detection, and ticketing. | In description ticketing | HOSTEDLOCAL | Open | 3d ago |
| 81 | mrugankpednekar-mcp-optimizer Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte… | In description linear | HOSTEDLOCAL | Open | 3d ago |
| 82 | Aman-Amith-Shastry-scientific_computation_mcp This MCP server enables users to perform scientific computations regarding linear algebra and vect… | In description linear | HOSTEDLOCAL | Open | 3d ago |
| 83 | radmail-mcp Email OS for agents - real-inbox search, triage, commitments, and a verifiable BEC hard-stop. | In description triage | HOSTEDLOCAL | Open | 3d ago |
| 84 | retasc The issue tracker AI coding agents pull work from: atomic claims, dependency-aware dispatch. | In description issue tracker | HOSTEDLOCAL | — | 1d ago |
| 85 | Kaiku Issue tracker and wiki for teams and their agents: find, file and update issues, write pages. | In description issue tracker | HOSTEDLOCAL | — | 2d ago |
| 86 | H/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 |
| 87 | Lenny's Podcast Transcripts Search 286 episodes of product management wisdom from top leaders at Figma, Airbnb, Linear. | In description linear | HOSTEDLOCAL | — | 2d ago |
| 88 | noduty planner Issue tracking for software projects: issues, epics, releases, docs and boards, from your AI. | In description issue tracking | HOSTEDLOCAL | — | 2d ago |
| 89 | Latchkey Triage failing GitHub Actions jobs and see what self-heal repaired, in natural language. | In description triage | HOSTEDLOCAL | — | 2d ago |
| 90 | PropSWOT — Property Management AI Property management AI: work orders, vendors, appliances, and triage for Claude and ChatGPT. | In description triage | HOSTEDLOCAL | — | 3d ago |
| 91 | AgentNX AI agents for federal IT & pharma: alert triage, ICAM, helpdesk, incidents, ticket routing. | In description triage | HOSTEDLOCAL | — | 3d ago |
| 92 | Fixter Monitoring for small teams. Logs, traces, metrics, live issue tracking, API/MCP uptime. | In description issue tracking | HOSTEDLOCAL | — | 3d ago |
| 93 | CinderRoute Agent Exchange CinderRoute Agent Exchange for public failed-build triage, artifact handoff, and remediation. | In description triage | HOSTEDLOCAL | — | 3d ago |
| 94 | Sophon Consulting Read-only, deterministic AI triage and readiness tools implementing Sophon's published rubrics. | In description triage | HOSTEDLOCAL | — | 3d ago |
| 95 | Session Replay Read and triage bug reports captured by Session Replay for your verified domains. | In description triage | HOSTEDLOCAL | — | 3d ago |
| 96 | RedReplier Monitor Reddit, HN, X, and Bluesky mentions and triage AI-scored leads from your agent. | In description triage | HOSTEDLOCAL | — | 3d ago |
| 97 | PoliteReach LinkedIn outreach from Claude: invites under safe caps, follow-ups, replies and inbox triage. | In description triage | HOSTEDLOCAL | — | 3d ago |
| 98 | notolens Monitor domains, trademarks and app stores for brand conflicts. Triage matches and track takedowns. | In description triage | HOSTEDLOCAL | — | 3d ago |
| 99 | My 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 |
| 100 | FeedbackThread Triage app feedback and store reviews, draft replies and release notes, tell reporters what shipped. | In description triage | HOSTEDLOCAL | — | 3d ago |
Ready-made AI agents
- $45/mo · free plan
- Lorikeet51$2100/mo
- On quote
- $25/mo · free plan
- $7/mo · free plan
- $19/mo
Other use cases
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.