MCP server health, State of MCP census

Pdf4vllm

io.github.PyJudge/pdf4vllm

PDF reader for vision LLMs. Auto-detects text corruption and switches to image mode.

healthy checked 2026-07-02 · 5/7 checks passed · keyless

Checks

The exact rows akashi check io.github.PyJudge/pdf4vllm prints, from the 2026-07-02 census.

Check	Status	Detail
registry status	pass	active
server.json valid	pass	validates against its declared JSON Schema
repo reachable	pass	exists
repo freshness	warn	no push in 170d
package pypi	pass	published (1.1.3)
at least one live entrypoint	pass	2 alive
license present	warn	none detected

Evidence

Repository

github · alive

https://github.com/PyJudge/pdf4vllm-mcp

Packages

pypi pdf4vllm-mcp · published(1.1.3)

Remote endpoints

No remote endpoint declared.

server.json

validagainst its declared schema

One of 14559 servers in the 2026-07-02 State of MCP census: 11582 healthy (79.6%), 2212 degraded (15.2%), 596 dead (4.1%), 169 unknown (1.2%).

Verify it yourself

This page is a static read of one dated probe. Run the same check locally, any time, with no key:

$ akashi check io.github.PyJudge/pdf4vllm

Install Akashi - single Go binary, zero keys, MIT licensed.

Is this your server?

Claiming a server (an auto-refreshing badge and a verified publisher profile) is coming soon. Until then, embed the verified-on-date badge yourself with akashi check io.github.PyJudge/pdf4vllm --badge.

Open data, CC BY 4.0. How this census works - denominator, tiers, and what each check does.