Synapse (PIXARTSeu/Synapse) is an MCP server listed on the M8ven Trust Index. It scores 35 out of 100, grade F. It declares 83 tools. No publisher has claimed this listing.

F
Warning
35/100

Synapse

Self-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective memory, project tracking, work logs. One server, all your sessions share the same knowledge. Deploy on Coolify in 2 minutes.

Warning. Serious findings were identified. Review the full report before connecting. 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

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

PIXARTSeu

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
1 flow detected: FIGMA_TOKEN. We can’t prove the destination matches the brand the credential belongs to.
🚨
Code appears obfuscated
1 file are unreadable to a human reviewer. Cannot audit what they do.
🚨
Known vulnerabilities in dependencies: 1 critical, 4 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 7 credentials: ANTHROPIC_API_KEY, CODEGRAPH_AUTH_TOKEN, DASHBOARD_PASSWORD, FIGMA_TOKEN, SESSION_SECRET, SKILLBRAIN_TELEMETRY_TOKEN, ODOO_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 critical4 high1 medium3 low

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

criticalvitest@3.2.1GHSA-5xrq-8626-4rwp

When Vitest UI server is listening, arbitrary file can be read and executed

high@modelcontextprotocol/sdk@1.12.0GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.12.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.12.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

highnodemailer@8.0.7GHSA-p6gq-j5cr-w38f

Nodemailer: Message-level raw option bypasses disableFileAccess/disableUrlAccess, enabling arbitrary file read and full-response SSRF in the delivered message

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_EMAIL
🔐 secretANTHROPIC_API_KEY
🔐 secretCODEGRAPH_AUTH_TOKEN
🔐 secretDASHBOARD_PASSWORD
🔐 secretFIGMA_TOKEN
configLEGACY_TOKEN_USER_EMAIL
configOAUTH_ISSUER
configODOO_DB
configODOO_USERNAME
configPUBLIC_URL
🔐 secretSESSION_SECRET
configSKILLBRAIN_MCP_URL
configSKILLBRAIN_ROOT
🔐 secretSKILLBRAIN_TELEMETRY_TOKEN
configODOO_BASE_URL
🔐 secretODOO_API_KEY
configCOLORTERM
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
deploySMTP_FROM
deploySMTP_HOST
deploySMTP_PASS
deploySMTP_PORT
deploySMTP_SECURE
deploySMTP_USER
// 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

83/83 tools missing one or more hints — codegraph_list_repos (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); codegraph_query (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); codegraph_context (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +80 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 8/83 tools referenced in tests (10%)

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

Shell command execution

9 calls in production code run through a shell (src/mcp/proxy.ts:117, src/mcp/proxy.ts:127, src/utils/git.ts:22)

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

Readable source code

1 file are minified or bundled, which is usually build output rather than concealment

Ship unminified, readable source.

Secrets not logged

2 secret values sent to log

Redact or omit secret values from log output.

Production dependencies are patched

0 critical, 4 high severity in production deps — @modelcontextprotocol/sdk@1.12.0 (high), @modelcontextprotocol/sdk@1.12.0 (high)

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

Dev dependencies

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

Upgrade dev dependencies when convenient.

Dependency freshness

1/11 production deps stale: gray-matter@2023-07-12 (3.1y)

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/pixartseu/synapse?variant=verified)](https://m8ven.ai/mcp/pixartseu/synapse)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: ec89a29d9a5d42b940d4927d9e61dccff05c82e4
code hash: 799cf47257b4c81042881ac13136830fa434f4224c746a1e8366e6f14edb48ba
view raw JSON →
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