Is the Inference Sh MCP server down?

mcp-registry/ac.inference.sh/mcp · v2.0.0

up · requires sign-in
Last checked 2026-10-26 02:55 UTC · handshake 773ms

As of 2026-10-26 02:55 UTC, the Inference Sh MCP server is up (it requires sign-in) with a Glimind reliability score of 84/100 (grade B). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 13 outages in 90 days, with a median recovery of 4 minutes.

uptime (30d checks)
100%
checks observed
193
outages (90d)
13
tools
25

run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.

Install Inference Sh MCP server

Add to Cursor Add to VS Code

Claude Code

claude mcp add --transport http inference-sh-mcp-server https://api.inference.sh/mcp

Claude Desktop · Windsurf · Cline (mcpServers JSON)

{
  "mcpServers": {
    "inference-sh-mcp-server": {
      "type": "http",
      "url": "https://api.inference.sh/mcp"
    }
  }
}

Third-party server, listed as discovered. Review its source before installing.

Agent-readiness: B (87/100)

B (87/100): 0 error(s), 1 warning(s) across 25 tool(s); ~2,312 tokens of tool definitions.
Scores higher than 61% of 15,719 MCP servers Glimind has audited.
Its tool list costs an agent ~2,312 tokens per session — more than 50% of servers.
86 → 87 since 2026-10-17
no tool-poisoning patterns
Schemas100
Descriptions59
Safety hints100
Token cost100
Client compatibility70
Protocol100
Reliability100
Stability100

What to fix (3)

21 parameter(s) across 11 tool(s) have no description.

Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →

Tools: app_list, app_run, knowledge_create, knowledge_list, knowledge_search and 6 more

No tool declares an outputSchema.

Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →

Requires authentication (Bearer); tool definitions could not be read anonymously.

If discovery should be public, allow initialize + tools/list without credentials and gate only tools/call. Directories and routers can then list your tools.

Get alerted

Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:

curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/ac.inference.sh/mcp"],"email":"[email protected]"}'

Agents: watch_tool({"toolId": "mcp-registry/ac.inference.sh/mcp"}) over MCP.

Passed

Largest tool definitions

Static checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).

Operator? Fix these, then re-check live. Embed the readiness badge:

Markdown
[![MCP agent-readiness](https://glimind.com/v1/readiness/badge/mcp-registry%2Fac.inference.sh%2Fmcp.svg)](https://glimind.com/server/mcp-registry%2Fac.inference.sh%2Fmcp?ref=badge)
HTML
<a href="https://glimind.com/server/mcp-registry%2Fac.inference.sh%2Fmcp?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fac.inference.sh%2Fmcp.svg" alt="MCP agent-readiness"></a>
reStructuredText
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fac.inference.sh%2Fmcp.svg
   :target: https://glimind.com/server/mcp-registry%2Fac.inference.sh%2Fmcp?ref=badge
   :alt: MCP agent-readiness

Tool-definition log

Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:da23d8ae900b18f0…, first seen 2026-10-17, included at leaf 11065 of 70,363. Version history · verify what your client received.

Tools (25)

Compare: most reliable knowledge servers · most reliable code servers · most reliable other servers · most reliable devops servers · most reliable files servers

Know before your agent calls it

Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.

Add Glimind — free, no signup:

Add to Cursor Add to VS Code

Claude Code

claude mcp add --transport http glimind https://glimind.com/mcp

Claude Desktop · Windsurf · Cline (mcpServers JSON)

{
  "mcpServers": {
    "glimind": {
      "type": "http",
      "url": "https://glimind.com/mcp"
    }
  }
}

FAQ

Is the Inference Sh MCP server down right now?

As of 2026-10-26 02:55 UTC, the Inference Sh MCP server is up (it requires sign-in) with a Glimind reliability score of 84/100 (grade B). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 13 outages in 90 days, with a median recovery of 4 minutes.

How many tools does Inference Sh MCP server provide?

Inference Sh MCP server advertises 25 tools, including app_get, app_list, app_run, knowledge_create, knowledge_delete.

How do I install Inference Sh MCP server?

Point your MCP client at this streamable-http endpoint: https://api.inference.sh/mcp

Is the Inference Sh MCP server safe to connect to an AI agent?

Glimind scanned all 25 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.

Operator of Inference Sh MCP server?

Status page: 90-day uptime, every outage and how long it lasted.

Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.

Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.

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