swarm-mcp-server (Northern-Lighthouse/swarm-mcp-server) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: there is no public source to read and no endpoint we can reach, so there is nothing for us to inspect. No publisher has claimed this listing.

Back to MCP Trust Indexm8ven
C
Emerging
74/100
10 days ago

swarm-mcp-server

An MCP server that lets multiple AI coding agents coordinate as a swarm, with agent registration, task queues, messaging, a shared knowledge base, and fleet-wide machine capacity tracking.

→ Northern-Lighthouse/swarm-mcp-server· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. 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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Who stands behind it

Northern-Lighthouse

Source: Glama

Is this your MCP?

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Install from

Glama

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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// known CVEs in dependencies1 low

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

lowuuid@10.0.0GHSA-w5hq-g745-h8pq

uuid: Missing buffer bounds check in v3/v5/v6 when buf is provided

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.
configOLLAMA_BASE_URL
configOLLAMA_EMBEDDING_MODEL
configSWARM_CHROMA_COLLECTION
configSWARM_CHROMA_PATH
configSWARM_CLEANUP_INTERVAL_MS
configSWARM_DATA_DIR./data SQLite + vector storage location
configSWARM_DB_PATHdata>/swarm.db Database file
configSWARM_HEARTBEAT_TIMEOUT_MS30000 Agent staleness threshold
configSWARM_HTTP_PORT4483 HTTP port, bound to 127.0.0.1 only
configSWARM_MAX_BROADCAST_HISTORY
configSWARM_MESSAGE_TTL_MS
configSWARM_TOKEN_FILE~/.config/fleet/swarm-token Bearer token file (required in http mode)
configSWARM_TRANSPORThttp node dist/index.js
// quality suggestions

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

27/27 tools missing one or more hints — agent_register (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); agent_heartbeat (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); agent_deregister (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +24 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

Only 0/27 tools referenced in tests (0%)

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

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 3 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 Score](https://m8ven.ai/badge/mcp/northern-lighthouse-swarm-mcp-server-19j0kd)](https://m8ven.ai/mcp/northern-lighthouse-swarm-mcp-server-19j0kd)
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commit: 2cec3bfbd6712cd51e900c7cff754cdde7a1b567
code hash: 5fd77e1e600554057c36e4af3f469e9b649ce7489e9cfc86227252f3fbfd79b8
verified: 8/15/2026, 9:29:22 AM
view raw JSON →
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