superlog (superloglabs/superlog) is an MCP server listed on the M8ven Trust Index. It scores 64 out of 100, grade C. It declares 49 tools. No publisher has claimed this listing.

C
Caution
64/100

superlog

Open-source observability tool that uses AI agents to self-heal your software

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

superloglabs

Source: github_code

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

Install from

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
🚨
Secret credentials may flow to a network call
2 flows detected: GITHUB_APP_PRIVATE_KEY. We can’t prove the destination matches the brand the credential belongs to.
⚠️
Known vulnerabilities in dependencies: 5 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 15 credentials: AGENT_SECRETS_KEY, ANTHROPIC_API_KEY, AUTUMN_SECRET_KEY, BETTER_AUTH_SECRET, GITHUB_APP_CLIENT_SECRET, GITHUB_APP_PRIVATE_KEY, GITHUB_APP_WEBHOOK_SECRET, GITHUB_CLIENT_SECRET, GITHUB_OAUTH_CLIENT_SECRET, GOOGLE_CLIENT_SECRET, LINEAR_CLIENT_SECRET, LINEAR_WEBHOOK_SECRET, NOTION_CLIENT_SECRET, RESEND_API_KEY, STATE_SIGNING_SECRET
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes49 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

query_logs

Search OpenTelemetry logs. Targets the session's active project unless project_id is given. Error rows include flattened exception_type, exception_message, and exception_stacktrace fields when present.

query_traces

Search OpenTelemetry spans. Targets the session's active project unless project_id is given. Spans with exception events include flattened exception_type, exception_message, and exception_stacktrace fields when present.

query_metrics

Fetch recent metric points across gauge, sum, explicit-histogram, exponential-histogram, and summary tables. Targets the session's active project unless project_id is given. Each point includes its data-point `attributes` (the per-series dimensions like route/status/tenant), `resource_attrs`, start

list_services

List distinct service.name values emitting telemetry in the given window.

list_projects

List every project the authenticated user can access, across all of their orgs. The active project is marked.

get_active_project

Return the project that tools default to when project_id is omitted.

set_active_project

Change the default project for subsequent tool calls in this session. Persists for the lifetime of the access token.

list_agent_mcp_servers

List the custom MCP servers available to new investigation and Slack-agent sessions for this project. Credentials are always redacted.

add_agent_mcp_server

Add a trusted HTTPS Streamable HTTP MCP server to this project. Admin only. Authentication accepts none, bearer/API token, arbitrary API-key header, or OAuth. Credential inputs are write-only and never returned.

update_agent_mcp_server

Update a project MCP server. Admin only. Omit auth to preserve its credential; supplying auth replaces it. A changed URL must be explicitly trusted.

remove_agent_mcp_server

Remove a custom MCP server from this project. Admin only.

start_agent_mcp_oauth

Start OAuth authorization-code authentication with discovery, PKCE, resource binding, and dynamic client registration when needed. Admin only. Open the returned authorizationUrl in a browser.

connect_agent_mcp_client_credentials

Exchange the configured OAuth client ID and secret using client_credentials, but only when advertised by the authorization server. Admin only.

disconnect_agent_mcp_oauth

Erase stored OAuth tokens and disable this custom MCP server. Admin only.

test_agent_mcp_server

Connect to a configured MCP server, initialize the protocol, and list its tools. Admin only. Secrets are never returned.

get_issue_filter

Read the project's issue filter: per-kind include/exclude attribute clauses that decide which ERROR events become issues/incidents. Excludes win; a non-empty include list means an event must match at least one clause.

update_issue_filter

Update the issue filter. Each bucket you provide REPLACES that bucket; omit a bucket to leave it unchanged; pass [] to clear it. Use this to quiet recurring noise (add an exclude clause) or to scope investigations to specific services/routes (add an include clause). Call get_issue_filter first if yo

preview_issue_filter

Preview which recent ERROR events (last 24h) would still become issues under a candidate filter, WITHOUT saving. Buckets you pass are merged over the project's current filter (same semantics as update_issue_filter); omit all buckets to preview the current saved filter. Returns sample matching events

get_project_context

Read the project's freeform context — the human-written description of the system (architecture, conventions, key services) that the investigation agent reads on every run.

set_project_context

Overwrite the project's freeform context (max 8000 chars; longer input is truncated). This REPLACES the whole field — call get_project_context first and edit the returned text if you want to preserve existing content. Use for durable, system-level facts that apply to every investigation; for narrowe

list_agent_memories

List the investigation agent's stored memories for the project — durable learnings (feedback, terminology, infra, project facts) that are injected into future investigations.

create_agent_memory

Record a durable, reusable learning so future investigations inherit it. Record a memory whenever you discover something worth remembering across investigations — a root-cause pattern, a piece of infra/architecture, a domain term, or a user correction about how to investigate. Keep the title a short

update_agent_memory

Patch a stored memory. Provide only the fields you want to change. Set status='archived' to retire a memory without deleting it (archived memories stop being injected into investigations).

delete_agent_memory

Permanently delete a stored memory by id. To retire one reversibly, prefer update_agent_memory with status='archived'.

list_alerts

List all alerts in the active project (or the project_id you pass).

get_alert

Fetch a single alert plus its 50 most recent firings.

create_alert

Create an alert. For logs/traces sources aggregation must be 'count'; for metric source it must be 'sum' or 'avg' and metric_name is required.

update_alert

Patch an alert. Provide only the fields you want to change. Validation runs on the merged result.

delete_alert

Delete an alert by id.

preview_alert

Evaluate a draft alert spec against current data without saving. Returns whether it would breach right now.

test_alert

Re-evaluate a saved alert against current data and return the result.

soft_fail
get_home

Fetch the active project's shared home command center, including built-ins, data widgets, links, and grid layouts.

set_home_builtin

Show or hide one of the built-in home widgets: setup_todos, active_incidents, service_map, incoming_signals, incident_count, or agent_pull_requests.

add_home_widget

Add a chart, table, or markdown widget directly to the shared project home. Uses the same widget config and 12-column layout as dashboards.

add_home_link

Add a shared link card to project home. URLs must be absolute and use http or https.

update_home_layout

Update positions and sizes for home items on the 12-column grid. Read get_home first and send the items that should move.

remove_home_item

Remove a built-in, data widget, or link from project home. Read get_home first to discover item ids.

list_dashboards

List dashboards in the active project (or project_id).

get_dashboard

Fetch a dashboard with its widgets.

create_dashboard
update_dashboard

Rename a dashboard.

set_dashboard_variables
delete_dashboard

Delete a dashboard and all its widgets.

add_dashboard_widget
update_dashboard_widget
delete_dashboard_widget

Remove a widget from a dashboard.

get_incident
search_incidents
// known CVEs in dependencies5 high9 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@hono/node-server@1.13.7GHSA-wc8c-qw6v-h7f6

@hono/node-server has authorization bypass for protected static paths via encoded slashes in Serve Static Middleware

highbetter-auth@1.6.13GHSA-qq9h-g4jm-xgf3

Better Auth: Account takeover via pre-account hijacking on magic-link and email-OTP sign-in

highnanoid@5.0.9GHSA-28wg-ghj8-5hjv

nanoid: non-secure generators can loop indefinitely with negative size

highnanoid@5.0.9GHSA-2v37-7h3g-55p8

nanoid: custom generators can loop indefinitely when size is zero

highnanoid@5.0.9GHSA-xwg4-73v4-xw9w

nanoid: Integer Overflow or Wraparound

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configADMIN_WEB_ORIGIN
🔐 secretAGENT_SECRETS_KEY
🔐 secretANTHROPIC_API_KEY
configAPI_BASE_URL
🔐 secretAUTUMN_SECRET_KEY
🔐 secretBETTER_AUTH_SECRET
configBETTER_AUTH_URL
configBILLING_ENFORCEMENT_ENABLED
configDEMO_PROJECT_ID
configFEEDBACK_SLACK_WEBHOOK
configGATEWAY_PUBLIC_URL
configGITHUB_APP_CLIENT_ID
🔐 secretGITHUB_APP_CLIENT_SECRET
configGITHUB_APP_ID
🔐 secretGITHUB_APP_PRIVATE_KEY
configGITHUB_APP_PRIVATE_KEY_BASE64
configGITHUB_APP_SLUG
🔐 secretGITHUB_APP_WEBHOOK_SECRET
configGITHUB_AUTHOR_OAUTH_REDIRECT_URL
configGITHUB_CLIENT_ID
🔐 secretGITHUB_CLIENT_SECRET
configGITHUB_INSTALL_OAUTH_REDIRECT_URL
configGITHUB_OAUTH_CLIENT_ID
🔐 secretGITHUB_OAUTH_CLIENT_SECRET
configGOOGLE_CLIENT_ID
🔐 secretGOOGLE_CLIENT_SECRET
configHOSTNAME
configLINEAR_CLIENT_ID
🔐 secretLINEAR_CLIENT_SECRET
configLINEAR_OAUTH_REDIRECT_URL
🔐 secretLINEAR_WEBHOOK_SECRET
configNOTION_CLIENT_ID
🔐 secretNOTION_CLIENT_SECRET
configNOTION_OAUTH_REDIRECT_URL
configOTEL_EXPORTER_OTLP_ENDPOINT
configOTEL_EXPORTER_OTLP_HEADERS
configOTEL_SDK_DISABLED
configOTEL_SERVICE_INSTANCE_ID
configOTEL_SERVICE_NAME
🔐 secretRESEND_API_KEY
🔐 secretSTATE_SIGNING_SECRET
configSUPERLOG_ENV
configSUPERLOG_ENV_FILE
configSUPERLOG_FROM_EMAIL
configSUPERLOG_HARD_CAP
configSUPERLOG_REPLY_TO_EMAIL
configWEBHOOK_ALLOW_PRIVATE_DESTINATIONS
configWEB_ORIGIN
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployDATABASE_URL
deployPORT
deploySENTRY_CLIENT_ID
deploySENTRY_CLIENT_SECRET
deploySENTRY_WEBHOOK_FORWARD_URL
// quality suggestions

Tool annotations

19/49 tools have annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

49/49 tools missing one or more hints — query_logs (missing: destructiveHint, idempotentHint, openWorldHint); query_traces (missing: destructiveHint, idempotentHint, openWorldHint); query_metrics (missing: destructiveHint, idempotentHint, openWorldHint), +46 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

README present

No README found

Add a README.md describing the server and its tools.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tool test coverage

38/49 tools referenced in tests (78%)

Write tests that reference each tool by name so every tool has at least one test.

Production dependencies are patched

0 critical, 5 high severity in production deps — @hono/node-server@1.13.7 (high), better-auth@1.6.13 (high)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 6 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Verified](https://m8ven.ai/badge/mcp/superloglabs/superlog?variant=verified)](https://m8ven.ai/mcp/superloglabs/superlog)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: feffc9fd542a75a865f94a80c72214368b690a55
code hash: 0adf0783af4bf30277d20ec8dba9d88ec852285cdc053fdb48411e9f6e91bb55
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