selfhosted-sentry-mcp
An MCP server that gives AI coding agents token-efficient, filtered access to a self-hosted (or SaaS) Sentry instance through 28 tools.
Issues: fetch an issue by ID/short ID/URL (
get_sentry_issue), list project issues or run org-wide searches (list_sentry_issues,list_issues), get fingerprint hashes, tags, tag value distributions, and activity logs.Events & debugging: get event details, list an issue's or a project's events, extract stack frames, list breadcrumbs, check dSYM/ProGuard symbol status, and explain why events were grouped (
get_grouping_config).Releases: list releases (by version, adoption status, date/semver) and get release details with health stats, commits and authors.
Organization: list projects, list teams, and inspect the token/connection (
whoami).Traces: fetch a distributed trace as a flat span list with totals and unattached errors (last 90 days, needs performance data).
Attachments & feedback: list event attachments (logs, minidumps, screenshots) and read text attachments with grep/max_chars, and list end-user crash feedback.
Writes (optional): update issue status, comment on issues, bulk update/assign by query or ID list, merge up to 10 issues, and call any endpoint via
raw_sentry_api.Token efficiency: compact-by-default responses, a 50,000-token budget with truncation, field whitelist/blacklist, regex grep, stack-frame limits, entry-type/limit/offset controls, and pagination via
next_cursor.Safety:
SENTRY_READ_ONLY=truehides and refuses the mutating tools and restrictsraw_sentry_apitoGET;raw_sentry_apirefuses oversized responses without agrep_pattern.
Supports debug symbol (dSYM) checks for iOS crashes to help diagnose and resolve issues in iOS applications.
Supports debug symbol (dSYM) checks for macOS crashes to help diagnose and resolve issues in macOS applications.
Provides tools for querying and triaging issues and events in self-hosted Sentry instances, including issue management, event inspection, release tracking, and raw API access.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@selfhosted-sentry-mcp list recent issues in project my-app"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
selfhosted-sentry-mcp
MCP server that gives AI coding agents token-efficient access to a self-hosted Sentry instance.
Why this exists
A single Sentry event endpoint can return well over 100,000 tokens — more than most models can hold, let alone reason about. Pointing an agent at the raw Sentry API usually ends in a blown context window.
This server is built around that problem:
Compact by default.
get_sentry_issuereturns essential fields only;list_issue_events,list_error_eventsandget_release_detailsreturn summaries unless you passfull: true.get_sentry_event_detailsreturns 5 prioritized entries by default and strips heavy blocks (sdk,packages,contexts,user,request,environment), flagging each removal.A token budget. List and detail tools measure their responses against a 50,000-token budget (
MAX_TOKENSinsrc/config.ts) and truncate oversized ones with a hint instead of dumping them. The budget is a backstop, not a guarantee — narrow with filters,grep_patternand pagination rather than relying on it.A refusal path. If
raw_sentry_apiwould return more than 50,000 tokens and you did not pass agrep_pattern, it refuses and returns grep suggestions rather than flooding the conversation.Filters on the way out. Whitelist/blacklist field selection, regex grep, and stack-frame truncation — see FILTERING.md.
Purpose-built extractors.
get_stack_frames,list_breadcrumbsandcheck_dsym_statuspull the debugging signal out of an event so the agent never sees the surrounding noise.
Related MCP server: Sentry MCP Server
Quickstart
Node.js 20+ and a self-hosted Sentry instance (Sentry SaaS also works if the token and org slug are valid).
1. Create a Sentry auth token
Settings → Auth Tokens → Create New Token.
For read-only use, select event:read, org:read, project:read, team:read and project:releases. Add event:write only if you want the four write tools.
Which scope each tool needs: Token scopes.
2. Find your org slug
Settings → General in your organization, or read it out of the URL: https://your-sentry.com/organizations/[slug]/.
3. Install
Use 1.2.0 or later. Every earlier version is deprecated: its
raw_sentry_apiaccepted absolute URLs and sent your Sentry auth token to them, and it has noSENTRY_READ_ONLY. If you ran an earlier version with an agent that reads Sentry data, rotate the token. The examples useselfhosted-sentry-mcp@latestsonpxchecks for the newest release instead of reusing an older copy from its cache. Check what you have withnpm ls -g selfhosted-sentry-mcp.
Nothing to install. The recommended setup runs the published package through npx straight from your MCP client config — skip to Client configuration.
To install it globally anyway:
npm install -g selfhosted-sentry-mcp@latestFrom source:
git clone https://github.com/HieuAnh87/sentry-selfhosted-mcp.git
cd sentry-selfhosted-mcp
npm install
npm run buildThe npm package is
selfhosted-sentry-mcp. The GitHub repository isHieuAnh87/sentry-selfhosted-mcp— the two names are transposed.sentry-selfhosted-mcpon npm is an unrelated package by a different maintainer; do not install it and do not give it your token.
Configuration
Environment variables
Variable | Required | Default | Purpose |
| yes | — | Base URL of your Sentry instance, e.g. |
| yes | — | Sentry API token. See Token scopes below. |
| yes | — | Organization slug, e.g. |
| no |
| Set to |
The server validates the three required variables at startup and exits immediately if any is missing or if SENTRY_URL is not a valid URL.
What SENTRY_READ_ONLY=true blocks
Behaviour in read-only mode | |
| Refused outright with an |
| Still available, but |
The other 23 tools | Unaffected |
Accepted truthy values are true and 1 (case-insensitive). Anything else, including unset, leaves the server writable. When enabled, the startup line on stderr ends with (read-only).
Token scopes
Sentry's scope namespaces are org:*, project:*, team:*, member:* and event:*. There is no issue:* or comment:* scope — issue and comment endpoints live under event:*.
Read-only setup — covers 24 of the 28 tools (everything except the four write tools):
Scope | Needed by |
| Every issue and event tool: |
|
|
|
|
|
|
|
|
Add only if you want the write tools:
Scope | Needed by |
|
|
raw_sentry_api is bounded only by the token: it can call any endpoint your scopes permit, with GET, POST, PUT or DELETE. Scope the token to what you actually need — see SECURITY.md.
Client configuration
Where the config file goes:
Client | Location |
Claude Code (project) |
|
Claude Code (user) |
|
Cursor |
|
Option 1: npx (simplest)
{
"mcpServers": {
"sentry": {
"command": "npx",
"args": ["-y", "selfhosted-sentry-mcp@latest"],
"env": {
"SENTRY_URL": "https://your-sentry-instance.com",
"SENTRY_AUTH_TOKEN": "your-auth-token",
"SENTRY_ORG_SLUG": "your-org-slug",
"SENTRY_READ_ONLY": "true"
}
}
}
}For Claude Code's .mcp.json you may also add "type": "stdio" alongside command.
SENTRY_READ_ONLYneeds 1.2.0 or later; earlier versions ignore it silently — see the version note.
To register it at user scope instead, without writing a config file by hand:
claude mcp add --env SENTRY_URL=https://your-sentry-instance.com \
--env SENTRY_AUTH_TOKEN=your-auth-token \
--env SENTRY_ORG_SLUG=your-org-slug \
--env SENTRY_READ_ONLY=true \
--transport stdio --scope user sentry \
-- npx -y selfhosted-sentry-mcp@latestOption 2: global npm install
{
"mcpServers": {
"sentry": {
"command": "selfhosted-sentry-mcp",
"args": [],
"env": {
"SENTRY_URL": "https://your-sentry-instance.com",
"SENTRY_AUTH_TOKEN": "your-auth-token",
"SENTRY_ORG_SLUG": "your-org-slug"
}
}
}
}Option 3: local source build
{
"mcpServers": {
"sentry": {
"command": "node",
"args": ["<full/path/to/sentry-selfhosted-mcp/build/index.js>"],
"env": {
"SENTRY_URL": "https://your-sentry-instance.com",
"SENTRY_AUTH_TOKEN": "your-auth-token",
"SENTRY_ORG_SLUG": "your-org-slug"
}
}
}
}These files contain a live Sentry token in plaintext. Keep them out of version control — see SECURITY.md.
Verify it works
Confirm the server starts and lists its tools before wiring it into a client:
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | \
SENTRY_URL=https://your-sentry-instance.com \
SENTRY_AUTH_TOKEN=your-auth-token \
SENTRY_ORG_SLUG=your-org-slug \
npx -y selfhosted-sentry-mcp@latestYou should see a JSON response listing 28 tools, plus a startup line on stderr naming your org slug and Sentry URL. (Fewer than 28 means an outdated version — see the version note. For a source build, replace npx -y selfhosted-sentry-mcp@latest with node build/index.js.)
Self-hosted Sentry MCP server v… running for org "your-org-slug" at https://your-sentry-instance.comIf the process exits instead, one of the three required environment variables is missing or SENTRY_URL is malformed.
Or drive it interactively with the MCP inspector:
npx @modelcontextprotocol/inspector npx -y selfhosted-sentry-mcp@latestUsage
Once the server is registered, talk to your agent normally. Prompts that map cleanly onto these tools:
"List unresolved production issues in the
checkoutproject, most frequent first." →list_issueswithquery: "is:unresolved environment:production",sort: "freq""Show me the in-app stack frames for event
abc123inapple-ios." →get_stack_frameswithin_app_only: true"What happened right before issue 5217 crashed?" →
list_issue_eventswithissue_id: "5217",limit: 1to get the latest event ID, thenlist_breadcrumbswith thatevent_idand the issue'sproject_slug"Are we missing dSYMs for the iOS project?" →
check_dsym_status"Why are issues 4821 and 4822 grouped separately?" →
get_issue_hashesandget_grouping_config"Which OS versions does issue 5217 affect?" →
get_issue_tags, thenget_issue_tag_valueswithtag_key: "os.name"
If a response comes back truncated, narrow it rather than asking for more — pass entry_type, limit, grep_pattern or max_stack_frames, or page with cursor. See Reducing response size.
Tools
28 tools across 8 categories. Parameters are required unless marked optional.
WRITE marks the five tools that can modify Sentry. Under SENTRY_READ_ONLY=true the four dedicated write tools are hidden from the tool list and refused if called anyway, while raw_sentry_api stays available with GET only. Every tool also carries MCP annotations (readOnlyHint, destructiveHint, idempotentHint), so clients can decide which calls need confirmation — see Configuration.
Issue IDs. Every issue_id parameter accepts either a numeric ID (5217) or a short ID as shown in the Sentry UI (PROJ-1A2). get_sentry_issue also accepts a full issue URL.
Pagination. Tools that take a cursor return, when Sentry has more results, a second text content block after the main result:
{"next_cursor": "0:25:0", "has_more": true, "hint": "More results exist. Call this tool again with cursor set to next_cursor."}Call the same tool again with cursor set to next_cursor to get the next page. When there is no further page, the block is absent. The first block keeps its existing shape, so clients that only read content[0] are unaffected.
Write tools act on real data.
bulk_update_issuesrequires a non-emptyqueryor anissue_idslist and refuses to run without one — with no selection, Sentry would apply the change to every unresolved issue in the project (up to 1000). A broadquerycan still match hundreds of issues; check it withlist_sentry_issuesfirst.merge_issuescannot be undone.
Issue tools
Tool | Purpose | Parameters |
| Issue details by numeric ID, short ID or URL |
|
| All projects in the org | optional |
| Issues in one project, as compact triage fields (id, shortId, title, level, status, counts, first/last seen, project, assignee, error type/value) |
|
| Org-wide issue search, Sentry query syntax; compact fields like | optional |
| Fingerprint hashes for an issue |
|
| Set issue status |
|
| Add a comment |
|
| Mass resolve/ignore/assign by query or ID list |
|
Event tools
Tool | Purpose | Parameters |
| Event details, entry-filtered |
|
| Events for one issue over time |
|
| Search events in a project |
|
| Structured stack frames |
|
| Missing iOS/macOS dSYMs and ProGuard mappings |
|
| Trail of events before the error |
|
Release tools
Tool | Purpose | Parameters |
| Releases in the org | optional |
| Release details and health stats |
|
Organization tools
Tool | Purpose | Parameters |
| All teams in the org | none |
| Tags captured for an issue |
|
| Value distribution for one tag |
|
| Issue activity log |
|
Advanced tools
Tool | Purpose | Parameters |
| Distributed trace with spans |
|
| Why the issue's latest event was grouped the way it was: grouping variants, their hashes and the components that contributed |
|
| Merge issues into one |
|
Attachment and feedback tools
Tool | Purpose | Parameters |
| Files the SDK attached to events: log files, minidumps, screenshots, view hierarchies | either |
| Contents of a text attachment such as a log file |
|
| What end users wrote when reporting a crash (Sentry user reports) | either |
Account tools
Tool | Purpose | Parameters |
| Connection and token check: the user the token belongs to, its scopes, whether | none |
Raw API
Tool | Purpose | Parameters |
| Any Sentry API endpoint |
|
Reducing response size
get_sentry_issue accepts five parameters that control response size — include_latest_event, include_fields, exclude_fields, max_stack_frames and grep_pattern — that exist specifically to keep large issues inside the token budget. max_stack_frames and any latest_event.* filter only have something to act on when include_latest_event: true is set.
FILTERING.md documents all of them with worked examples, including the recommended escalation order when a response is still too big.
Quick reference for the other tools:
Symptom | Fix |
Event response truncated |
|
Only need the stack trace |
|
| add a |
Issue payload still too large |
|
List result has more pages | read |
Docker
Build:
docker build -t selfhosted-sentry-mcp:latest .The Docker image builds from your checkout, so it includes SENTRY_READ_ONLY and all 28 tools regardless of what is published on npm.
Client config:
{
"mcpServers": {
"sentry": {
"command": "docker",
"args": [
"run", "-i", "--rm",
"-e", "SENTRY_URL",
"-e", "SENTRY_AUTH_TOKEN",
"-e", "SENTRY_ORG_SLUG",
"-e", "SENTRY_READ_ONLY",
"selfhosted-sentry-mcp:latest"
],
"env": {
"SENTRY_URL": "https://your-sentry-instance.com",
"SENTRY_AUTH_TOKEN": "your-auth-token",
"SENTRY_ORG_SLUG": "your-org-slug",
"SENTRY_READ_ONLY": "true"
}
}
}
}SENTRY_READ_ONLY is optional: drop both of its lines to expose the write tools. Outside an MCP config, the equivalent docker run flag is -e SENTRY_READ_ONLY=true.
Using an env file keeps the token out of the config file entirely:
# /path/to/.env
SENTRY_URL=https://your-sentry-instance.com
SENTRY_AUTH_TOKEN=your-auth-token
SENTRY_ORG_SLUG=your-org-slug
# Optional: block write tools. Keep comments on their own line;
# Docker does not strip trailing "# ..." from values.
SENTRY_READ_ONLY=true{
"mcpServers": {
"sentry": {
"command": "docker",
"args": [
"run", "-i", "--rm",
"--env-file", "/path/to/.env",
"selfhosted-sentry-mcp:latest"
]
}
}
}Verify the image:
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | docker run -i --rm \
-e SENTRY_URL=https://example.com \
-e SENTRY_AUTH_TOKEN=test \
-e SENTRY_ORG_SLUG=test \
selfhosted-sentry-mcp:latestDevelopment
npm install # runs the build via the prepare hook
npm run build
npm testSee CONTRIBUTING.md for the full workflow. In short: src/** is the source of truth, build/** is generated and must never be edited by hand, and tool names and input schemas are a public contract.
Run the MCP inspector against a local build:
npx @modelcontextprotocol/inspector build/index.jsSecurity
The server holds a live Sentry API token supplied as a plaintext environment variable, usually inside a config file that is easy to commit by accident.
Read SECURITY.md before deploying it. It covers least-privilege token scoping, why raw_sentry_api bypasses least-privilege reasoning, the SENTRY_READ_ONLY switch, keeping tokens out of version control, and how to report a vulnerability.
Troubleshooting
Server not starting, or tools not showing
Verify
SENTRY_URL,SENTRY_AUTH_TOKENandSENTRY_ORG_SLUGare all set. The server exits at startup if any is missing.Confirm
SENTRY_URLparses as a URL (include the scheme:https://…).Check Node.js 20+:
node --version.On Claude Code, confirm the config is in
.mcp.jsonor was added withclaude mcp add. AnmcpServersblock insettings.jsonis ignored — the server will never load and there is no error.
"Unauthorized" or "403"
The token is invalid, expired, or lacks the scope for that endpoint. Match the failing tool against the scope table.
Confirm the token belongs to the organization in
SENTRY_ORG_SLUG.
"Tool is disabled: server is running in read-only mode"
Expected if
SENTRY_READ_ONLYis set totrueor1. Unset it to restore write access. The startup line on stderr ends with(read-only)when the mode is active.
"Project not found"
Confirm the slug exists; run
list_sentry_projectsto see the valid ones.
Empty or truncated responses
Use
limitandentry_typeonget_sentry_event_details.Use
grep_patternonraw_sentry_apifor large endpoints.
Docker container exits immediately
All three required variables must reach the container. With
-e VAR(no value) the variable must exist in your shell; otherwise use--env-file.Check
docker logs <container-id>.
FAQ
Is this self-hosted only? It targets self-hosted Sentry, but works against Sentry SaaS when the token and org slug are valid.
Why use raw_sentry_api when typed tools exist?
For endpoints the typed tools do not cover. It returns unfiltered JSON, so pass grep_pattern on anything event-shaped — above 50,000 tokens it refuses outright without one.
Can I stop the agent from modifying Sentry?
Set SENTRY_READ_ONLY=true (requires 1.2.0 or later — see the version note). That hides and refuses the four mutating tools and restricts raw_sentry_api to GET. For a stronger guarantee, issue a token without event:write — the env var stops an agent from calling the tool, the scope stops the credential from being usable at all.
Does it work with Sentry's newer API versions?
Yes, for the versions in use today. Sentry has shipped only one public web API version — /api/0/ — and every endpoint here is composed against it in src/api/client.ts. If Sentry ever publishes a /api/1/, this server would need updating.
License
MIT — see LICENSE.
Available Tools
28 toolsbulk_update_issuesADestructiveIdempotent
Bulk update issues in one project (resolve, ignore, unresolve, assign, mark seen). Scope: exactly one of issue_ids or query is required. issue_ids changes only those issues; query changes EVERY issue in the project that matches the Sentry search (up to 1000 per call). A call with neither is refused, because Sentry would otherwise change every unresolved issue in the project.
Inputs: project_slug (required), query, status, has_seen, +2 more.
check_dsym_statusBRead-onlyIdempotent
Check if debug symbols (dSYM files) are missing for iOS/macOS crashes.
Inputs: project_slug (required), event_id.
create_sentry_issue_commentA
Add a comment to a Sentry issue. Returns the new comment id.
Inputs: issue_id (required), comment_text (required).
get_event_attachmentARead-onlyIdempotent
Read the contents of a text attachment (e.g. a log file) on an event. Binary attachments such as minidumps are not returned; their metadata is. Use grep_pattern to return only matching lines from large logs.
Inputs: event_id (required), project_slug (required), attachment_id (required), max_chars, +1 more.
get_grouping_configARead-onlyIdempotent
Explain why events are grouped into an issue: takes the issue's latest event and returns its grouping breakdown — the grouping config, and per variant (e.g. app/system stack trace, fingerprint, message) whether it contributes, its hash, hint and a short summary of the contributing components. Compare hashes with get_issue_hashes.
Inputs: issue_id (required).
get_issue_hashesARead-onlyIdempotent
Get the fingerprint hashes for an issue (25 per page). Useful for understanding why events are grouped together. Paginate with cursor.
Inputs: issue_id (required), cursor.
get_issue_tagsBRead-onlyIdempotent
List all tags captured for an issue. Tags help identify patterns (e.g., environment, OS, user segment affected).
Inputs: issue_id (required).
get_issue_tag_valuesARead-onlyIdempotent
Get tag value distribution for a specific tag key. Shows which values occur most frequently for an issue.
Inputs: tag_key (required), issue_id (required), limit.
get_release_detailsARead-onlyIdempotent
Get detailed information about a release including health stats, commits, and authors.
Inputs: version (required), full.
get_sentry_event_detailsBRead-onlyIdempotent
Retrieve details for a specific event ID within a project. IMPORTANT: For large events, always use limit parameter (e.g., limit: 10) to avoid token limits.
Inputs: event_id (required), project_slug (required), limit, offset, +1 more.
get_sentry_issueARead-onlyIdempotent
Retrieve a Sentry issue by numeric ID, short ID (e.g. PROJ-1A2) or issue URL. Returns essential issue fields only; the stacktrace is NOT included unless include_latest_event is true, which adds the latest event's exception (innermost max_stack_frames frames per exception), message and recent breadcrumbs. Supports field filtering, grep and automatic truncation.
Inputs: issue_id_or_url (required), grep_pattern, exclude_fields, include_fields, +2 more.
get_stack_framesCRead-onlyIdempotent
Extract structured stack trace frames from an event. Optimized for debugging.
Inputs: event_id (required), project_slug (required), max_frames, in_app_only.
get_trace_detailsARead-onlyIdempotent
Get a distributed trace as a compact, flat list of spans/transactions (id, parent id, op, description, transaction, project, duration ms, start time, linked errors) in tree order with depth, plus totals and errors not attached to any span. Searches the last 90 days. Requires performance/tracing data.
Inputs: trace_id (required), max_spans.
list_activityARead-onlyIdempotent
List activity log for an issue. Shows comments, assignments, status changes, and other events.
Inputs: issue_id (required), limit, cursor.
list_breadcrumbsBRead-onlyIdempotent
Extract all breadcrumbs from an event, showing the trail of events leading up to an error.
Inputs: event_id (required), project_slug (required), type, limit.
list_error_eventsARead-onlyIdempotent
List error events in a project. Search across all events without knowing the issue ID.
Inputs: project_slug (required), full, limit, query, +1 more.
list_event_attachmentsARead-onlyIdempotent
List files attached to events (log files, minidumps, screenshots, view hierarchies). Pass issue_id for every attachment on an issue, or project_slug + event_id for one event. Read text attachments with get_event_attachment.
Inputs: limit, cursor, event_id, issue_id, +1 more.
list_issue_eventsARead-onlyIdempotent
List all events for a specific issue. Useful to see all occurrences of an error over time.
Inputs: issue_id (required), full, limit, cursor.
list_issuesARead-onlyIdempotent
List issues using Sentry search query syntax (e.g., "is:unresolved environment:production"). More powerful than list_sentry_issues which is project-scoped.
Inputs: full, sort, limit, query, +1 more.
list_releasesCRead-onlyIdempotent
List releases in the organization. Releases link code deployments to error data.
Inputs: date, sort, limit, query, +1 more.
list_sentry_issuesBRead-onlyIdempotent
List issues for a specific project, optionally filtering by query or status. Supports pagination.
Inputs: project_slug (required), full, limit, query, +2 more.
list_sentry_projectsARead-onlyIdempotent
List projects in the configured Sentry organization (essential fields only). When more projects exist, the result carries a next_cursor; pass it as cursor to get the next page.
Inputs: cursor.
list_teamsARead-onlyIdempotent
List all teams in the organization.
Inputs: no named parameters.
list_user_feedbackARead-onlyIdempotent
List user feedback (what end users wrote when reporting a crash) for an issue or a whole project. Pass exactly one of issue_id or project_slug. Reporter emails are omitted.
Inputs: limit, cursor, issue_id, project_slug.
merge_issuesADestructive
Merge issues of the same project into one (error issues only; cross-project merges are refused). Sentry picks the surviving parent itself — the issue first seen earliest — which is not necessarily issue_id; the others become its children. The merge completes asynchronously in Sentry. Use after confirming the issues share a root cause.
Inputs: issue_id (required), target_ids (required).
raw_sentry_apiADestructive
Make a raw API call to any Sentry endpoint. Returns unfiltered JSON. WARNING: Event endpoints can return 100K+ tokens. Use grep_pattern for events.
Inputs: endpoint (required), body, method, params, +1 more.
update_sentry_issue_statusBIdempotent
Update the status of a Sentry issue. Returns the issue id, short ID, title and new status.
Inputs: status (required), issue_id (required).
whoamiARead-onlyIdempotent
Check the Sentry connection: the user the token belongs to, the token's scopes, whether the configured organization is reachable, and which tools the scopes rule out. Call this first when other tools fail with 401/403.
Inputs: no named parameters.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelog…
TDQS
Scored across 28 tools
Most tools target distinct resources, and the long descriptions explicitly differentiate near-neighbors (e.g. list_issues vs list_sentry_issues, list_issue_events vs list_error_events, update_sentry_issue_status vs bulk_update_issues). However, the event-fetching cluster (get_sentry_event_details, list_issue_events, list_error_events, get_stack_frames, list_breadcrumbs) still has adjacent boundaries that an agent could confuse, and single vs bulk status updates overlap.
Names follow a mostly predictable snake_case verb_noun pattern (list_, get_, create_, update_, merge_, bulk_update_). The main blemish is an inconsistent redundant 'sentry' infix applied to only a subset (get_sentry_issue, list_sentry_projects, raw_sentry_api) while sibling tools omit it, which slightly muddies predictability.
At 28 tools the surface is heavy and sits above the comfortable 3-15 range, with some redundancy (multiple issue/event listing tools). Sentry is a broad domain so most tools earn their place, but the count is borderline overweight.
Coverage spans issues, events, attachments, releases, traces, tags, feedback, teams, projects, grouping and comments, with a raw_sentry_api escape hatch for gaps. Missing explicit release creation and dedicated issue assignment tooling, but bulk_update_issues handles assignment and deploys are usually external, so gaps are minor.
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