swarmclaw (swarmclawai/swarmclaw) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

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D
Caution
54/100
21 days ago

swarmclaw

Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama). A practical Claude Code and LangChain alternative.

→ swarmclawai/swarmclaw· listed on github_topic

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.

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Who stands behind it

swarmclawai

Source: github_topic

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// key findings
🚨
Secret credentials may flow to a network call
2 flows detected: SWARMCLAW_ACCESS_KEY. We can’t prove the destination matches the brand the credential belongs to.
🚨
Known vulnerabilities in dependencies: 1 critical, 19 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 8 credentials: ACCESS_KEY, CREDENTIAL_SECRET, SC_ACCESS_KEY, SWARMCLAW_ACCESS_KEY, SWARMCLAW_API_KEY, SWARMCLAW_E2E_ACCESS_KEY, GEMINI_API_KEY, OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 critical19 high6 medium34 low

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

critical@whiskeysockets/baileys@7.0.0-rc.9GHSA-qvv5-jq5g-4cgg

Baileys has message upsert / hist sync spoofing and app state corruption when using maliciously crafted protocolMessage payload

high@opentelemetry/sdk-node@0.214.0GHSA-q7rr-3cgh-j5r3

Prometheus exporter process crash via malformed HTTP request

highnext@16.2.4GHSA-267c-6grr-h53f

Next.js has a Middleware / Proxy bypass in App Router applications via segment-prefetch routes

highnext@16.2.4GHSA-26hh-7cqf-hhc6

Next.js has a Middleware / Proxy bypass in App Router applications via segment-prefetch routes - Incomplete Fix Follow-Up

highnext@16.2.4GHSA-36qx-fr4f-26g5

Next.js has a Middleware / Proxy bypass in Pages Router applications using i18n

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.
🔐 secretACCESS_KEYset and CREDENTIAL_SECRET
configAUTONOMY_BENCH_MIN_SCORE
configAUTONOMY_BENCH_PROFILE
configBROWSER_PROFILES_DIR
🔐 secretCREDENTIAL_SECRETset ACCESS_KEY and
configDATA_DIR
configESLINT_BASELINE_FILE
configNEXT_ALLOWED_DEV_ORIGINS
configPLAYWRIGHT_BASE_URL
🔐 secretSC_ACCESS_KEY
🔐 secretSWARMCLAW_ACCESS_KEY
🔐 secretSWARMCLAW_API_KEY
configSWARMCLAW_BASE_URL
configSWARMCLAW_BUILD_MODE
configSWARMCLAW_BUILD_ROOT
configSWARMCLAW_DAEMON_BACKGROUND_SERVICES
configSWARMCLAW_DEV_URL
🔐 secretSWARMCLAW_E2E_ACCESS_KEY
configSWARMCLAW_E2E_BASE_URL
configSWARMCLAW_E2E_PAGE_TIMEOUT_MS
configSWARMCLAW_E2E_PORT
configSWARMCLAW_ELECTRON_MAC_TARGETS
configSWARMCLAW_HOME
configSWARMCLAW_MCP_CONFORMANCE_FAIL_ON_WARNING
configSWARMCLAW_MCP_CONFORMANCE_REQUIRED
configSWARMCLAW_MCP_CONFORMANCE_SMOKE_TOOL
configSWARMCLAW_MCP_CONFORMANCE_TIMEOUT_MS
configSWARMCLAW_SANDBOX_BROWSER_BUILD_TIMEOUT_MS
configSWARMCLAW_SANDBOX_BROWSER_IMAGE
configSWARMCLAW_URL
configSWARMCLAW_WORKER_ONLY
configWORKSPACE_DIR
configWS_PORT
🔐 secretGEMINI_API_KEY
🔐 secretOPENAI_API_KEY
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

Dependencies

82 dependencies, 1 flagged: @playwright/mcp

Tool annotations

No tools have read-only/destructive annotations

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

All four hints declared on every tool

7/7 tools missing one or more hints — read_file (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); tool1 (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); greet (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +4 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.

Tool test coverage

4/7 tools referenced in tests (57%)

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

Shell command execution

6 child_process calls — runs shell commands

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Secrets not logged

2 secret values sent to console.log

Redact or omit secret values from log output.

No arbitrary install scripts

Has postinstall/preinstall script — runs arbitrary code on npm install

Remove postinstall/preinstall hooks unless they’re essential.

Production dependencies are patched

1 critical, 12 high severity in production deps — @whiskeysockets/baileys@7.0.0-rc.9 (critical), @opentelemetry/sdk-node@0.214.0 (high)

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

Dev dependencies

7 critical/high in dev-only deps (does not ship to users)

Upgrade dev dependencies when convenient.

Dependency freshness

2/76 production deps stale: @multiavatar/multiavatar@2022-04-06 (4.3y), dagre@2022-06-14 (4.2y)

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 8 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/swarmclawai-swarmclaw-ew8svs?variant=verified)](https://m8ven.ai/mcp/swarmclawai-swarmclaw-ew8svs)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: ed38ba5329c20e48c03b4a4028f4a76a1a75e2d1
code hash: 259508790533b946c9e498e3d71f80fb7fe52f8f197b09e6ca9c93dc38cd2d6b
verified: 8/7/2026, 2:37:04 AM
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