inference.sh
REMOTE · API.INFERENCE.SH · SCANNED AUG 3
run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →
Endpoint Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 25 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability60
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 1249 tokens (~49/item across 25 items; 25 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage88
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 65% of tool parameters carry a description.Partial
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
remote · api.inference.sh
claude mcp add --transport http ac-inference-sh-mcp https://api.inference.sh/mcp
[mcp_servers.ac-inference-sh-mcp] url = "https://api.inference.sh/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"ac-inference-sh-mcp": {
"type": "remote",
"url": "https://api.inference.sh/mcp",
"enabled": true
}
}
} openclaw mcp add ac-inference-sh-mcp --url https://api.inference.sh/mcp --transport streamable-http
mcp_servers:
ac-inference-sh-mcp:
url: "https://api.inference.sh/mcp" {
"mcpServers": {
"ac-inference-sh-mcp": {
"type": "http",
"url": "https://api.inference.sh/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 3 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 1 Aug 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 31 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Jul 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 27 Jul 26 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 Jul 26 57
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 3 Aug 2026 · Probed https://api.inference.sh/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=inference.sh | CN=WE1,O=Google Trust Services,C=US | 26 Jul 2026 | 24 Oct 2026 | ECDSA 256 | ECDSA-SHA256 | 3e3a8527f7bacd920e7d0e5398f32418 |
| SANs: inference.sh, *.inference.sh | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
DNSSEC insecure
Validation of api.inference.sh. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| sh. | present | 55297 | 8 | Verified |
| inference.sh. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| content-security-policy | default-src 'none'; frame-ancestors 'none' |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://api.inference.sh/mcp | Verified | 200 | |
| http (plaintext) | http://api.inference.sh/mcp | HTTPS enforced | 301 | https://api.inference.sh/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
app_get Get App Details ~37
Get detailed app info including input/output schemas and version history
| Name | Type | Req | Description |
|---|---|---|---|
| app | string | yes | App ref: namespace/name or namespace/name@version |
No output schema declared.
No examples provided.
app_list List Apps ~50
Search and filter available apps on inference.sh
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | — | — |
| cursor | string | — | — |
| limit | integer | — | — |
| query | string | — | Search by name or description |
No output schema declared.
No examples provided.
app_run Run App ~79
Run an app on inference.sh. Creates a task that executes the app with the given input.
| Name | Type | Req | Description |
|---|---|---|---|
| app | string | yes | App ref: namespace/name or namespace/name@version |
| function | string | — | Function name for multi-function apps |
| infrastructure | string | — | — |
| input | object | yes | App input matching the app's input schema |
No output schema declared.
No examples provided.
knowledge_create Create Knowledge Entry ~60
Create a new knowledge entry (concept, observation, preference, reference, etc.)
| Name | Type | Req | Description |
|---|---|---|---|
| content | string | yes | Entry content (markdown) |
| description | string | — | Short description |
| name | string | yes | Entry name |
| type | string | — | — |
No output schema declared.
No examples provided.
knowledge_delete Delete Knowledge Entry ~24
Delete a knowledge entry by ID
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Entry ID |
No output schema declared.
No examples provided.
knowledge_get Get Knowledge Entry ~35
Get detailed information about a knowledge entry by namespace/name or ID
| Name | Type | Req | Description |
|---|---|---|---|
| ref | string | yes | Entry ref: namespace/name or ID |
No output schema declared.
No examples provided.
knowledge_list List Knowledge ~43
List your knowledge entries, optionally filtered by type
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | — | — |
| limit | integer | — | — |
| type | string | — | Filter by knowledge type |
No output schema declared.
No examples provided.
knowledge_search Search Knowledge ~48
Search your knowledge entries by query
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | — | — |
| limit | integer | — | — |
| query | string | yes | Search query |
| type | string | — | Filter by type |
No output schema declared.
No examples provided.
mcp_connect Connect to MCP Server ~41
Initiate a connection to an MCP server. For OAuth servers, returns an authorization URL to open in a browser.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | Server slug |
No output schema declared.
No examples provided.
mcp_disconnect Disconnect from MCP Server ~25
Remove connection to an MCP server
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | Server slug |
No output schema declared.
No examples provided.
mcp_get Get MCP Server Details ~28
Get details about an MCP server including connection status
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | Server slug |
No output schema declared.
No examples provided.
mcp_list List MCP Servers ~54
Browse available MCP servers that can be connected to
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | — | Filter by category |
| cursor | string | — | — |
| featured | boolean | — | Show only featured servers |
| limit | integer | — | — |
No output schema declared.
No examples provided.
mcp_run Call MCP Tool ~58
Call a tool on a connected MCP server. The server must be connected first via mcp_connect.
| Name | Type | Req | Description |
|---|---|---|---|
| input | object | — | Tool input arguments |
| slug | string | yes | slug/tool format (e.g. 'linear/list_issues') |
No output schema declared.
No examples provided.
mcp_search Search MCP Servers ~39
Search available MCP servers by query
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | — | — |
| limit | integer | — | — |
| query | string | yes | Search query |
No output schema declared.
No examples provided.
mcp_tools List MCP Server Tools ~54
List available tools on a connected MCP server, or get details for a specific tool
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | Server slug (e.g. 'linear') or slug/tool (e.g. 'linear/list_issues') |
No output schema declared.
No examples provided.
skill_files List Skill Files ~33
List supplementary files for a skill (references, scripts, etc.)
| Name | Type | Req | Description |
|---|---|---|---|
| ref | string | yes | Skill ref: namespace/name |
No output schema declared.
No examples provided.
skill_search Search Skill Store ~47
Search the public skill store
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | — | Filter by category |
| cursor | string | — | — |
| limit | integer | — | — |
| query | string | yes | Search query |
No output schema declared.
No examples provided.
skill_store Browse Skill Store ~52
Browse approved skills in the public skill store
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | — | Filter by category |
| cursor | string | — | — |
| featured | boolean | — | Show only featured skills |
| limit | integer | — | — |
No output schema declared.
No examples provided.
skill_upload Upload Skill ~83
Create or update a skill with SKILL.md content and optional supporting files
| Name | Type | Req | Description |
|---|---|---|---|
| allowed_tools | string | — | Comma-separated list of allowed tools |
| content | string | yes | SKILL.md body content (markdown) |
| description | string | — | Short description |
| files | array | — | Supporting files (references, scripts) |
| name | string | yes | Skill name |
No output schema declared.
No examples provided.
skill_use Use Skill ~63
Fetch a skill's assembled SKILL.md content. Tries the inference.sh store first, falls back to GitHub. Returns the full skill content for the agent to consume.
| Name | Type | Req | Description |
|---|---|---|---|
| ref | string | yes | Skill ref: namespace/name, or github.com/user/repo URL |
No output schema declared.
No examples provided.
skill_view View Skill File ~43
View a specific supplementary file from a skill's manifest
| Name | Type | Req | Description |
|---|---|---|---|
| path | string | yes | File path within the skill |
| ref | string | yes | Skill ref: namespace/name |
No output schema declared.
No examples provided.
task_cancel Cancel Task ~39
Cancel a running or queued task
| Name | Type | Req | Description |
|---|---|---|---|
| force | boolean | — | Force kill immediately instead of graceful shutdown |
| task_id | string | yes | Task ID |
No output schema declared.
No examples provided.
task_get Get Task ~26
Get status and output of a task
| Name | Type | Req | Description |
|---|---|---|---|
| task_id | string | yes | Task ID |
No output schema declared.
No examples provided.
task_list List Tasks ~36
List your tasks on inference.sh
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | — | — |
| limit | integer | — | — |
| status | string | — | — |
No output schema declared.
No examples provided.
task_logs Get Task Logs ~33
Get execution logs for a task
| Name | Type | Req | Description |
|---|---|---|---|
| log_type | string | — | — |
| task_id | string | yes | Task ID |
No output schema declared.
No examples provided.