Sentry MCP Server
for AI Agents

Q: What AI frameworks and AI clients does the StackOne Sentry MCP server support?

The StackOne Sentry MCP server supports both. MCP clients (paste-and-go apps): Claude Desktop, Claude Code, Cursor, VS Code, Goose. Agent frameworks (code SDKs you build with): OpenAI Agents SDK, Anthropic, Vercel AI, Google ADK, CrewAI, Pydantic AI, LangChain, LangGraph, Azure AI Foundry.

Production-ready Sentry MCP server with 74 extensible actions — plus built-in authentication, security, and optimized execution.

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Sentry MCP Server

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StackOne

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74 Agent Actions

Create, read, update, and delete across Sentry — and extend your agent's capabilities with custom actions.

MCP Actions → Create Actions →

Authentication

Agent Tool Authentication

Per-user OAuth in one call. Your Sentry MCP server gets session-scoped tokens with zero credentials stored on your infra.

Agent Auth →

Security

Agent Protection

Every Sentry tool response scanned for prompt injection in milliseconds — 88.7% accuracy, all running on CPU.

Prompt Injection Defense →

Performance

Max Agent Context. Min Cost.

Free up to 96% of your agent's context window to enhance reasoning and reduce cost, on every Sentry call.

Tools Discovery →

What is the Sentry MCP Server?

A Sentry MCP server lets AI agents read and write Sentry data through the Model Context Protocol — Anthropic's open standard for connecting LLMs to external tools. StackOne's Sentry MCP server ships with 74 pre-built actions, fully extensible via the Connector Builder — plus managed authentication, prompt injection defense, and optimized agent context. Connect it from MCP clients like Claude Desktop, Cursor, and VS Code, or from agent frameworks like OpenAI Agents SDK, LangChain, and Vercel AI SDK.

All Sentry MCP Tools and Actions

Every action from Sentry's API, ready for your agent. Create, read, update, and delete — scoped to exactly what you need.

An Organization Members

Retrieve An Organization Member
Retrieve an organization member's details.
Delete An Organization Member
Remove an organization member.

A Teams

Retrieve A Team
Return details on an individual team.
Update A Team
Update various attributes and configurable settings for the given team.
Delete A Team
Schedules a team for deletion.

A Projects

Retrieve A Project
Return details on an individual project.
Delete A Project
Schedules a project for deletion.

Ownership Configuration For A Projects

Retrieve Ownership Configuration For A Project
Returns details on a project's ownership configuration.
Update Ownership Configuration For A Project
Updates ownership configurations for a project.

An Organization's Releases

List An Organization's Releases
Return a list of releases for a given organization.
Retrieve An Organization's Release
Return details on an individual release.

A Replay Instances

Retrieve A Replay Instance
Return details on an individual replay.
Delete A Replay Instance
Delete a replay.

An Issues

Retrieve An Issue
Return details on an individual issue.
Update An Issue
Updates an individual issue's attributes.
Remove An Issue
Removes an individual issue.

Other (58)

Add A Member To An Organization
Add or invite a member to an organization.
Add An Organization Member To A Team
Add an organization member to a team.
Create A New Team
Create a new team bound to an organization.
Add A Team To A Project
Give a team access to a project.
Create A New Project
Create a new project bound to a team.
List Your Organizations
Return a list of organizations available to the authenticated session.
Retrieve An Organization
Return details on an individual organization, including various details such as membership access and teams.
List An Organization's Repositories
Return a list of version control repositories for a given organization.
List An Organization's Projects
Return a list of projects bound to a organization.
List A Repository's Commits
List commits for a specific repository.
List An Organization's Members
List all organization members.
Retrieve An Organization's Events Count By Project
Query summarized event counts by project for your Organization.
Retrieve Event Counts For An Organization (v2)
Query event counts for your Organization with advanced grouping and filtering.
List An Organization's Teams
Returns a list of teams bound to an organization.
List A User's Teams For An Organization
Returns a list of teams the user has access to in the specified organization.
List A Team's Projects
Return a list of projects bound to a team.
List A Team's Members
List all members on a team.
List A Project's Teams
Return a list of teams that have access to this project.
List A Project's Data Filters
Retrieve a list of filters for a given project.
List A Project's Organization Members
Returns a list of active organization members that belong to any team assigned to the project.
List A Project's Users
Return a list of users seen within this project.
List A Tag's Values
Return a list of values associated with this key.
Retrieve Event Counts For A Project
Return a set of points representing a normalized timestamp and the number of events seen in the period.
List A Project's Client Keys
Return a list of client keys bound to a project.
List A Project Release's Commits
List a project release's commits.
List A Project's Release Files
Return a list of files for a given release.
List A Release's Deploys
Returns a list of deploys based on the organization, version, and project.
List An Organization Release's Commits
List an organization release's commits.
List An Organization's Release Files
Return a list of files for a given release.
Retrieve A Project Release's File
Retrieve a file for a given release.
Retrieve An Organization Release's File
Retrieve a file for a given release.
Retrieve Files Changed In A Release's Commits
Retrieve files changed in a release's commits.
Retrieve Statuses Of Release Thresholds (Alpha)
List all derived statuses of releases that fall within the provided start/end datetimes.
List An Organization's Replays
Return a list of replays belonging to an organization.
List An Organization's Selectors
Return a list of selectors for a given organization.
List Recording Segments
Return a collection of replay recording segments.
Retrieve A Recording Segment
Return a replay recording segment.
List Users Who Have Viewed A Replay
Return a list of users who have viewed a replay.
List A Project's Error Events
Return a list of events bound to a project.
List A Project's Issues
Return a list of issues (groups) bound to a project.
List A Tag's Values For An Issue
Returns a list of values associated with this key for an issue.
List An Issue's Events
Return a list of error events bound to an issue.
List An Issue's Hashes
This endpoint lists an issue's hashes, which are the generated checksums used to aggregate individual events.
List An Organization's Issues
Return a list of issues for an organization.
Retrieve An Event For A Project
Return details on an individual event.
Retrieve An Issue Event
Retrieves the details of an issue event.
Retrieve Tag Details
Return a list of values associated with this key for an issue.
Update Organization
Update settings and properties of an organization.
Update Organization Member Roles
Update a member's organization-level and team-level roles.
Update An Organization Member's Team Role
Update an organization member's team-level role.
Delete An Organization Member From A Team
Delete an organization member from a team.
Delete A Team From A Project
Revoke a team's access to a project.
Resolve A Short ID
Resolve a short ID to the project slug and group details.
Resolve An Event ID
Resolve an event ID to the project slug and internal issue ID and internal event ID.
Bulk Mutate A List Of Issues
Bulk mutate various attributes on issues.
Bulk Mutate An Organization's Issues
Bulk mutate various attributes on a maximum of 1000 issues.
Bulk Remove A List Of Issues
Permanently remove the given issues.
Bulk Remove An Organization's Issues
Permanently remove the given issues.

Set Up Your Sentry MCP Server in Minutes

One endpoint. Any framework. Your agent is talking to Sentry in under 10 lines of code.

MCP Clients

Agent Frameworks

Claude Desktop-

JSON

Docs

{
  "mcpServers": {
    "stackone": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote@latest",
        "https://api.stackone.com/mcp?x-account-id=<account_id>",
        "--header",
        "Authorization: Basic <YOUR_BASE64_TOKEN>"
      ]
    }
  }
}

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Sentry MCP Server Resources

MCP Code Mode: Keeping Tool Responses Out of Agent Context

Anthropic's code_execution processes data already in context. Custom MCP code mode keeps raw tool responses in a sandbox. 14K tokens vs 500.

11 min

Comparing BM25, TF-IDF, and Hybrid Search for MCP Tool Discovery

Benchmarking BM25, TF-IDF, and hybrid search for MCP tool discovery across 916 tools. The 80/20 TF-IDF/BM25 hybrid hits 21% Top-1 accuracy in under 1ms.

10 min

Indirect Prompt Injection Defense for MCP Tools: A Technical Guide

MCP tools that read emails, CRM records, and tickets are indirect prompt injection vectors. Here's how we built a two-tier defense that scans tool results in ~11ms.

12 min

Sentry MCP Server FAQ

Sentry MCP server vs direct API integration — what's the difference?

A Sentry MCP server and direct API integration serve different use cases. Direct API integration is for software-to-software — backend code calling Sentry. A Sentry MCP server is for AI agents — MCP clients like Claude and Cursor, plus framework agents built with OpenAI, LangChain, or Vercel AI — discovering and calling Sentry at runtime. StackOne provides both.

How does Sentry authentication work for AI agents?

Sentry authentication for AI agents works through a StackOne Connect Session. Create one via the dashboard or the SDK — you get an auth link and ready-to-paste config for Claude Desktop, Cursor, and other MCP clients. Your user authenticates their own Sentry account; StackOne handles token exchange, storage, and refresh. Credentials never reach the LLM, and each user is isolated via origin_owner_id.

Are Sentry MCP tools vulnerable to prompt injection?

Yes — Sentry MCP tools can be vulnerable to indirect prompt injection. Any tool that reads user-written content — documents, messages, tickets, records, or free-text fields — is a potential vector. StackOne Defender scans every tool response before it enters the agent's context — regex patterns in ~1ms, then a MiniLM classifier in ~4ms. 88.7% accuracy, CPU-only.

What is the context bloat of a Sentry agent and how do I avoid it?

Context bloat happens when Sentry tool schemas and API responses eat your Sentry agent's memory, preventing it from reasoning effectively. A single Sentry query can return a massive JSON response, and connecting multiple tools compounds the problem. Tools Discovery and Code Mode reduce context bloat — loading only relevant tools per query and keeping raw responses out of the agent's context.

Can I limit which actions my Sentry agent can access?

Yes — you can limit which actions your Sentry agent can access directly from the StackOne dashboard. Toggle actions on or off, or restrict them to specific accounts, with no code changes to your agent. Session tokens can be scoped to exact actions so if one leaks, exposure stays contained.

Can I create custom agent actions for my Sentry MCP server?

Yes — you can create custom agent actions for your Sentry MCP server using Connector Builder. It's an integration agent your coding assistant (Claude Code, Cursor, or Copilot) can invoke to research Sentry's API, generate production-ready connector YAML, test against the live API, and validate before you ship.

When should I NOT use a Sentry MCP server?

Skip a Sentry MCP server if your integration is purely software-to-software — direct Sentry API integration is simpler when no AI agent is involved. For deterministic, compliance-critical operations (financial transactions, regulatory reporting), direct API gives you predictable behavior without agent-driven decision-making. MCP shines when AI agents need to dynamically discover and call Sentry actions at runtime.

What AI frameworks and AI clients does the StackOne Sentry MCP server support?

The StackOne Sentry MCP server supports both. MCP clients (paste-and-go apps): Claude Desktop, Claude Code, Cursor, VS Code, Goose. Agent frameworks (code SDKs you build with): OpenAI Agents SDK, Anthropic, Vercel AI, Google ADK, CrewAI, Pydantic AI, LangChain, LangGraph, Azure AI Foundry.

Put your AI agents to work

All the tools you need to build and scale AI agent integrations, with best-in-class connectivity, execution, and security.

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Sentry MCP Serverfor AI Agents