Atlas / MCP servers / apify / Apify

ApifyCAUTION

mcp/apify/apify-1

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

Verdict
CAUTION
Grade
B
Trust score
81 /100
Exposed tools
24 19r · 5w · 0d
Transport
stdio · streamable-http
License
MIT
Stars
7,983
01

Overview

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

mcp.apify.com

The Apify Model Context Protocol (MCP) server at **mcp.apify.com** enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, and any other website using thousands of ready-made scrapers, crawlers, and automation tools from Apify Store. It supports OAuth, allowing you to connect from clients like Claude.ai or Visual Studio Code using just the URL.

🚀 Use the hosted Apify MCP Server! For t
Read from source at commit 963745b73488OBSERVED · 2026-09-22
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 mcp-web-widget --env ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY} --env APIFY_TOKEN=${APIFY_TOKEN} --env LANGFUSE_SECRET_KEY=${LANGFUSE_SECRET_KEY} --env OPENROUTER_API_KEY=${OPENROUTER_API_KEY} -- npx -y @apify/[email protected]
claude-desktop
{
  "mcpServers": {
    "mcp-web-widget": {
      "command": "npx",
      "args": [
        "-y",
        "@apify/[email protected]"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "APIFY_TOKEN": "${APIFY_TOKEN}",
        "LANGFUSE_SECRET_KEY": "${LANGFUSE_SECRET_KEY}",
        "OPENROUTER_API_KEY": "${OPENROUTER_API_KEY}"
      }
    }
  }
}
03

Exposed tools (24)

19 read · 5 write · 0 destructive.

ToolRiskDescription
a-tool-name-long-enough-to-push-past-the-limit-xxxxwriteRuns a long operation
actor-runwriteMetadata of an Actor run: status, storage IDs, usage.
actor-run-logwriteLog of an Actor run. Inlines up to 256 KB, larger returns a download URL.
actor-run-widgetwriteInteractive Actor run widget
addwriteAdds two numbers
apifyreadAn example MCP server actor.
apify--rag-web-browserreadRAG web browser
apify--some-actorreadTest Actor tool
apify--web-scraperreadWeb scraper tool
call-actorreadCall an Actor
communityreadA store listing actor for testing
greetreadGreets a person
insta-dailyreadCats every morning
key-value-store-keysreadKeys of a key-value store. Page with limit/exclusiveStartKey (not offset).
key-value-store-recordreadA single record, returned whole in its stored Content-Type via resources/read.
my-taskreadDoes a thing
paid-toolreadPaid tool
readmereadApify MCP Server usage guide. Read this to understand how to use the server
search-actors-widgetreadInteractive Actor search results widget
structured-scalar-toolreadreturns a non-object structuredContent
subtractreadSubtracts two numbers
test-actor-mcp-toolreadactor-mcp
test-actor-toolreadactor
test-toolreadTest
04

Trust audit

CAUTIONgrade B · trust 81/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryPASS
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 (7 observation(s))
Network
declared (4 observation(s))
Shell
declared (1 observation(s))
Dependencies
not all pinned
Secrets in source
found

Findings (18)

MEDIUMHard-coded secrets · secret.generic · CWE-798, CWE-321
src/const.ts:173
apiKey: 'e97714a64e2b4b8b8fe0b01cd8592870',
MEDIUMHard-coded secrets · secret.generic · CWE-798, CWE-321
src/const.ts:184
apiKey: '267679200b833c2ca1255ab276731869',
MEDIUMHard-coded secrets · secret.generic · CWE-798, CWE-321
src/const.ts:196
apiKey: '878493fcd7001e3c179b6db6796a999b',
LOWInventory / provenance · inv.hidden_file · CWE-1104
.git-blame-ignore-revs
.git-blame-ignore-revs
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.oxfmtrc.json
.oxfmtrc.json
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
.sentryclirc
.sentryclirc
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.symlink · CWE-1104
CLAUDE.md
CLAUDE.md
Why it matters. link not followed
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
evals/agent/claude_agent.ts:17
import { REPORT_PROBLEM_NUDGE } from '../../src/tools/dev/report_problem.js';
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
evals/runner/run.ts:33
import { readJsonFile } from '../../src/utils/generic.js';
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
evals/runner/run.ts:114
const manifest = readJsonFile<{ devDependencies: Record<string, string> }>(import.meta.url, '../../package.json');
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/tools/actors/actor_definition.ts:1
import type { ApifyClient } from '../../apify_client.js';
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/tools/actors/actor_definition.ts:2
import { ACTOR_README_MAX_LENGTH } from '../../const.js';
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
scripts/test_conformance.sh:53
--server-url "http://127.0.0.1:$PORT/?token=$APIFY_TOKEN" \
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
tests/unit/dev_server.test.ts:145
const response = await fetch(`http://127.0.0.1:${port}${path}`, {
LOWNetwork egress · net.raw_ip · CWE-200, CWE-319
tests/unit/dev_server.test.ts:237
`http://127.0.0.1:${port}${DEV_URL}`,
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@apify/datastructures, @apify/log, @apify/utilities, @modelcontextprotocol/ext-apps, @segment/analytics-node, @sentry/node, ajv, algoliasearch
Why it matters. 28 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
src/web/package.json
@apify/ui-icons, @apify/ui-library, @modelcontextprotocol/ext-apps, pluralize, react, react-dom, styled-components, @types/pluralize
Why it matters. 15 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWPrompt injection · prompt.authority_framing · CWE-94, CWE-1427
CHANGELOG.md:449
- Handle full permission approval errors in actor calls ([#779](https://github.com/apify/apify-mcp-server/pull/779)) ([780eb37](https://github.com/apify/apify-mcp-server/commit/780eb378a8f0f783edc9524

Gates applied: no_behavioural_pass.

Audited 2026-09-22 · audit v0.4.1 · source sha 963745b73488full audit observations/trust-audit/mcp-server/apify__apify-1.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
2026-09-22963745b73488CAUTIONB81source changed, verdict held
2026-09-18aedc64ad6842CAUTIONB81first audit
06

Questions

What is the Apify MCP server?

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

What tools does Apify expose?

24 in total: 19 read-only, 5 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Apify safe to connect to an agent?

With care. The audit graded it B (81/100) and found 18 things worth knowing before you trust this server, listed below with the exact line each was found on.

What credentials does Apify need?

It reads ANTHROPIC_API_KEY, APIFY_TOKEN, LANGFUSE_SECRET_KEY and OPENROUTER_API_KEY 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 Apify run?

It speaks stdio and streamable-http, so it runs as a local process your client starts. It is published on npm as @apify/mcp-web-widget at 0.1.0.

How current is this page?

The grade is for one exact copy of the source (963745b73488), read on 2026-09-22. The repository is watched and re-audited when it changes.

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