Atlas / MCP servers / automations-project / Perplexity

PerplexityCAUTION

mcp/automations-project/perplexity-30

Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.

Verdict
CAUTION
Grade
C
Trust score
74 /100
Exposed tools
17 17r · 0w · 0d
Transport
stdio · streamable-http
License
MIT
Stars
77
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Long‐lived Perplexity browser session, auto‐config for 20+ IDEs, and a VS Code extension – all in one monorepo.

Read from source at commit 835d7bf7d684OBSERVED · 2026-10-07
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add webview --env PERPLEXITY_CSRF_TOKEN=${PERPLEXITY_CSRF_TOKEN} --env PERPLEXITY_DISABLE_KEYCHAIN=${PERPLEXITY_DISABLE_KEYCHAIN} --env PERPLEXITY_OAUTH_CONSENT_TTL_HOURS=${PERPLEXITY_OAUTH_CONSENT_TTL_HOURS} --env PERPLEXITY_SESSION_TOKEN=${PERPLEXITY_SESSION_TOKEN} -- npx -y @perplexity-user-mcp/[email protected]
claude-desktop
{
  "mcpServers": {
    "webview": {
      "command": "npx",
      "args": [
        "-y",
        "@perplexity-user-mcp/[email protected]"
      ],
      "env": {
        "PERPLEXITY_CSRF_TOKEN": "${PERPLEXITY_CSRF_TOKEN}",
        "PERPLEXITY_DISABLE_KEYCHAIN": "${PERPLEXITY_DISABLE_KEYCHAIN}",
        "PERPLEXITY_OAUTH_CONSENT_TTL_HOURS": "${PERPLEXITY_OAUTH_CONSENT_TTL_HOURS}",
        "PERPLEXITY_SESSION_TOKEN": "${PERPLEXITY_SESSION_TOKEN}"
      }
    }
  }
}
03

Exposed tools (17)

17 read · 0 write · 0 destructive.

ToolRiskDescription
aread
argyread
claimreadThe statement to verify
keepread
my-cmdreadmine
no-argsreadstatic
optionAreadFirst option
optionBreadSecond option
perplexity-comparereadCompare two options with a sourced comparison table.
perplexity-fact-checkreadVerify a claim with cited primary sources via perplexity_search.
perplexity-latestreadFind the latest developments on a topic via perplexity_search.
perplexity.reasoningPlanreadStep-by-step reasoning on a question, routed to perplexity_reason.
perplexity.researchPlanreadDeep research brief on a topic, routed to perplexity_research.
qreadthe query
questionreadThe question to reason about
topicreadThe subject to research
xreadthe x
04

Trust audit

CAUTIONgrade C · trust 74/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (3 observation(s))
Network
declared (5 observation(s))
Shell
declared (4 observation(s))
Dependencies
not all pinned
Secrets in source
found

Findings (25)

MEDIUMInventory / provenance · inv.binary · CWE-1104
packages/mcp-server/src/cookie-jar.js
cookie-jar.js
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
MEDIUMHard-coded secrets · secret.generic · CWE-798, CWE-321
packages/extension/tests/apply-ide-config.test.ts:444
tainted: { token: "pplx_local_old_YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY" },
MEDIUMHard-coded secrets · secret.private_key · CWE-798, CWE-321
packages/extension/tests/diagnostics-redact.test.ts:18
"-----BEGIN RSA PRIVATE KEY-----",
MEDIUMHard-coded secrets · secret.private_key · CWE-798, CWE-321
packages/extension/tests/diagnostics-redact.test.ts:24
"-----BEGIN PRIVATE KEY-----",
LOWInventory / provenance · inv.hidden_file · CWE-1104
packages/extension/.vscodeignore
.vscodeignore
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
packages/extension/scripts/emit-version.mjs:7
const pkg = JSON.parse(readFileSync(join(__dirname, "../../mcp-server/package.json"), "utf-8"));
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
packages/extension/tests/has-stored-login.test.ts:8
import { Vault } from "../../mcp-server/src/vault.js";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
packages/extension/tests/transports/http-loopback.test.ts:2
import { httpLoopbackBuilder } from "../../src/auto-config/transports/http-loopback.js";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
packages/extension/tests/transports/http-loopback.test.ts:3
import { StabilityGateError, type TransportBuildInput } from "../../src/auto-config/transports/index.js";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
packages/extension/tests/transports/http-tunnel.test.ts:2
import { httpTunnelBuilder } from "../../src/auto-config/transports/http-tunnel.js";
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
CHANGELOG.md:184
- **A failed background reinit hard-killed the whole daemon → `ECONNREFUSED` in Copilot** ([`reinit-watcher.js`](packages/mcp-server/src/reinit-watcher.js), [`launcher.ts`](packages/mcp-server/src/dae
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
CHANGELOG.md:608
- **No design regression.** The static daemon bearer is now embedded in IDE `mcp.json` files only when the capability matrix allows http-loopback, and only for loopback URLs (`http://127.0.0.1:<port>/
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
docs/codex-cli-setup.md:17
url = "http://127.0.0.1:<port>/mcp"
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
docs/smoke-evidence/2026-04-24-http-loopback-static-bearer.md:15
"url": "http://127.0.0.1:11819/mcp",
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
docs/smoke-evidence/2026-04-24-http-loopback-static-bearer.md:37
5. Expected: `<configPath>` contains `{url: "http://127.0.0.1:<port>/mcp", headers.Authorization: "Bearer <daemon-static-bearer>"}`.
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@modelcontextprotocol/sdk, patchright, zod, @types/node, @vitest/coverage-v8, rimraf, tsx, typescript
Why it matters. 9 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
packages/extension/package.json
@perplexity-user-mcp/shared, @types/vscode, @vscode/vsce, jszip, patchright, perplexity-user-mcp, tsup
Why it matters. 7 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
packages/mcp-server/package.json
@modelcontextprotocol/sdk, @ngrok/ngrok, express, got-scraping, gray-matter, helmet, patchright, zod
Why it matters. 12 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
packages/shared/package.json
tsup
Why it matters. 1 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
packages/webview/package.json
@perplexity-user-mcp/shared, lucide-react, motion, react, react-dom, zustand, @tailwindcss/vite, @testing-library/react
Why it matters. 14 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWPrompt injection · prompt.credential_read · CWE-94, CWE-1427
CHANGELOG.md:283
- **Keytar probe results are cached per-process** in `vault.js`. Previously `tryKeytar()` re-imported the native module on every vault read, triggering macOS Keychain permission dialogs repeatedly wit
Why it matters. asks the agent to read credentials
LOWPrompt injection · prompt.credential_read · CWE-94, CWE-1427
docs/doctor.md:60
4. If you click **Open GitHub issue**, `vscode.env.openExternal` opens a pre-filled URL against `.github/ISSUE_TEMPLATE/doctor-report.yml` (consent checkboxes gate submission).
Why it matters. asks the agent to read credentials
LOWPrompt injection · prompt.credential_read · CWE-94, CWE-1427
docs/superpowers/specs/2026-04-28-vault-v3-kdf-stretch-design.md:40
| Has live MCP server access (online attack) | Limited by I/O / OS keychain rate | Same | Same — KDF cost is paid once per process lifetime via `_unsealMaterialCache` |
Why it matters. asks the agent to read credentials
LOWPrompt injection · prompt.credential_read · CWE-94, CWE-1427
docs/superpowers/specs/2026-04-28-vault-v3-kdf-stretch-design.md:477
- **(kc.2)** Keychain-mocked process reading a v3 vault written by a passphrase-mocked process (cross-mode) → succeeds. (Conceptual: in practice users don't switch between modes mid-vault, but the for
Why it matters. asks the agent to read credentials
LOWPrompt injection · prompt.transfer_instruction · CWE-94, CWE-1427
CHANGELOG.md:173
- **Soft logout left you "logged in"**: [`logout.js`](packages/mcp-server/src/logout.js) now removes `models-cache.json` and `daemon-status.json` (browser-data is deliberately untouched — daemon singl
Why it matters. an instruction to move sensitive data to an outside destination
Fix. remove; a skill never needs the user's secrets off the machine

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha 835d7bf7d684full audit observations/trust-audit/mcp-server/automations-project__perplexity-30.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-07835d7bf7d684CAUTIONC74first audit
06

Questions

What is the Perplexity MCP server?

Perplexity AI search, reasoning, research, and compute - MCP server, dashboard, and multi-IDE auto-config for VS Code.

What tools does Perplexity expose?

17 in total: 17 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Perplexity safe to connect to an agent?

With care. The audit graded it C (74/100) and found 25 things worth knowing before you trust this server, listed below with the exact line each was found on.

What credentials does Perplexity need?

It reads PERPLEXITY_CSRF_TOKEN, PERPLEXITY_DISABLE_KEYCHAIN, PERPLEXITY_OAUTH_CONSENT_TTL_HOURS, PERPLEXITY_SESSION_TOKEN and PERPLEXITY_VAULT_PASSPHRASE from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Perplexity run?

It speaks stdio and streamable-http, so it runs as a local process your client starts. It is published on npm as @perplexity-user-mcp/webview at 0.1.23.

How current is this page?

The grade is for one exact copy of the source (835d7bf7d684), read on 2026-10-07. The repository is watched and re-audited when it changes.

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