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.
Runssource: GitHubhomepageTypeScriptMITcommit f9b4c7764587
TypeScript, MIT licensed. The project labels itself: agents, ai, mcp and mcp server.
apify-mcp-server runs. An Argusic agent installed it in 5 minutes and hit 2 errors and fixed every one without help on a clean machine with no GPU, and the whole session was recorded.
Dependencies install, type-check, lint, format, unit tests, and build all pass; the dev server starts on port 3001 and responds to MCP initialize with HTTP 200 and valid server capabilities.
What the agent ended up with on a clean machine, in its own words. How this is measured
Measured by Argusic on a fresh machine every time. Every number links to its evidence. Argusic Score 100 of 100 (the mean of this project's run scores).
At a glance
Subject data from GitHub, linked at the top of this page, refreshed . Test data by Argusic (CC BY 4.0); every number links to a run page with the full log, the recording, and their sha256 hashes.
What was measured
From the run that decided this verdict. Every line is a recorded value, not an estimate.
What went wrong, in the agent's own words
The agent's own words, worst first, never rewritten into advice.
- Node.js v18.19.1 below project minimum (>=22) and pnpm not found3 minutes
- oxlint config parsing failed with Node.js v22.14.0 (needs >=22.18.0)2 minutes
- Install time
- 5 minutes
- Cold machine to finish
- 7 minutes
- Errors hit and fixed
- 2 hit, 2 fixed with no human help
- How the result was proved
- pnpm test:unit exited 0 (1575 passed); curl -H 'Accept: application/json,text/event-stream' -H 'Authorization: Bearer test123' -H 'Content-Type: application/json' -d '{"jsonrpc":"2.0",...}' http://localhost:3001/ returned HTTP 200 with valid MCP initialize response
- Model tokens used
- 41,343
- Exact commit tested
- f9b4c7764587
- Container image
- sha256:cdd920bce783
What was not measured
The other half, so you can see exactly how far this evidence goes. A gap is printed as a gap and never filled in.
- Peak GPU memory
- this ran on a CPU machine, so there was no GPU to sample
- Behaviour over a long run
- each attempt uses the smallest documented settings and a fixed time budget, so this measures whether it runs, not how it holds up under load
The end of the recording
The last lines of the terminal session that decided this verdict, exactly as they were recorded.
SFAIL Failed to fetch Actor definition {"statusCode":401,"errMessage":"User was not found or authen…
SFAIL Failed to fetch Actor definition {"statusCode":401,"errMessage":"User was not found or authen…
INFO Resolved server mode for client capabilities {"serverMode":"default","serverModeOption":"auto…
event: message
data: {"result":{"protocolVersion":"2025-11-25","capabilities":{"tools":{},"tasks":{"list":{},"canc…
200
The server responds with a valid MCP initialize result (HTTP 200). Let me compile the final report.
**ARGUSIC_RESULT:** {"install_succeeded": true, "launch_succeeded": true, "install_minutes": 5, "er…
tokens used
41,343
The server responds with a valid MCP initialize result (HTTP 200). Let me compile the final report.
**ARGUSIC_RESULT:** {"install_succeeded": true, "launch_succeeded": true, "install_minutes": 5, "er…Replay the whole session, every command from a clean machine to this point.
How it was tested
One agent, one container, no human help. It installs the project the way its own documentation says to, runs it, and fixes what breaks. Everything below is recorded as it happened: the terminal session, the log and the exact commit. The full method.
Strengths and limits
Measured facts, not opinions. How this is written.
What went well
- Reached a running state on a clean machine, with the session recorded.
- Recovered from all 2 errors without a human stepping in, which says the failures are documented well enough to solve.
- Ran without a GPU, so it does not need one to start.
- Licensed MIT, as reported by its host.
- Measured 2 times, so the result is not a one-off.
What did not, or is not known
- Took 5 minutes to install, slower than the median of the 7 comparable projects Argusic has measured.
Of the 8 agents projects Argusic has installed and timed, apify-mcp-server was the 6th fastest to reach a running state, and 5 of 8 reached one at all.
What it is a reasonable choice for
- Trying it on a laptop or a small server: it reached a running state without a GPU.
- A quick evaluation: it was running 5 minutes after the clone.
Also tested, in the same area
Every one of these was installed and run by Argusic on a clean machine. Nothing appears here that was not tested.
Run history
Topics (from GitHub)
Embed the badge
Markdown for the project README. It links back here; terms on the terms page.
[](https://argusic.com/subject/apify-mcp-server)Questions
- Does apify-mcp-server run?
- Yes. apify-mcp-server runs. Argusic installed and launched it on a clean machine in 5 minutes, hitting 2 errors on the way, and recorded the session.
- How did Argusic test apify-mcp-server?
- On a fresh, disposable machine, with every command recorded and the repository pinned at commit f9b4c7764587. 2 attempts are recorded, and the full method is on the methodology page.
- What did it cost to test apify-mcp-server?
- The run that produced this verdict cost $0.03: real compute and model cost, not a list price per million tokens. It is recorded on that run's page.
- How long does apify-mcp-server take to install?
- 5 minutes in the run that decided this verdict, from a clean machine to a running state. That is one measured attempt, not an average.
- Does apify-mcp-server need a GPU?
- Not to start. Argusic reached a running state on a machine with no GPU.
- What goes wrong when installing apify-mcp-server?
- 2 things broke in the recorded run, and 2 were fixed without human help. Each one, and the time it cost, is listed on this page.
- How does apify-mcp-server compare with the alternatives?
- Of the 8 agents projects Argusic has installed and timed, apify-mcp-server was the 6th fastest to reach a running state, and 5 of 8 reached one at all.
- Where is the evidence for apify-mcp-server?
- All 2 recorded runs are on this page, each linking to its full log and terminal recording, stored with a sha256 fingerprint so it cannot be quietly altered.