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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

DeepInfra MCP by usefulapi

By usefulapi.io Verified namespace

Run DeepInfra inference, list models and read account rate limits.

WebsiteSource codeAI models & agents
Connect to DeepInfra MCP by usefulapi
Checks passed
14 / 22

0 failed · 8 not measured

Median response
98 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
18

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 98 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name deepinfra-mcp.

  • Pass
    Lists tools

    tools/list returned 18 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 98 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 98 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    26 of 26 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-10T23:33:22.301813Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using DeepInfra MCP by usefulapi

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http deepinfra-mcp-by-usefulapi https://deepinfra.usefulapi.io/mcp

Capabilities

Tools 18

deepinfra_get_account

Get the current DeepInfra account / user details (identity, email, quotas). DeepInfra REST: GET /v1/me.

Discovered
deepinfra_get_deployment

Get one dedicated deployment by id (config + current status). DeepInfra REST: GET /deploy/{deploy_id}.

Discovered
deepinfra_get_deployment_stats

Get time-series stats (throughput / latency / replicas) for a dedicated deployment. DeepInfra REST: GET /deploy/{deploy_id}/stats2.

Discovered
deepinfra_get_gpu_availability

Get GPU availability for LLM deployments (which hardware can currently be provisioned). DeepInfra REST: GET /deploy/llm/gpu_availability.

Discovered
deepinfra_get_hardware

Get the hardware options / GPU configuration available for a given model. DeepInfra REST: GET /v2/hardware.

Discovered
deepinfra_get_live_metrics

Get global live inference metrics across the account (real-time throughput / activity). DeepInfra REST: GET /v1/metrics/live.

Discovered
deepinfra_get_model

Get one model's catalog entry (pricing, context length, capabilities). DeepInfra REST: GET /models/{model_name}.

Discovered
deepinfra_get_rate_limit

Get the account's current rate limits (per-model / per-endpoint request and token limits). DeepInfra REST: GET /v1/me/rate_limit.

Discovered
deepinfra_get_usage

Get spend / usage for a billing period. DeepInfra REST: GET /payment/usage.

Discovered
deepinfra_get_usage_rent

Get GPU rental (dedicated hardware) usage for a time range. DeepInfra REST: GET /payment/usage/rent.

Discovered
deepinfra_get_usage_tokens

Get per-model token usage for a period. DeepInfra REST: GET /payment/usage/tokens.

Discovered
deepinfra_list_api_tokens

List the account's API tokens (metadata only, not secret values). DeepInfra REST: GET /v1/api-tokens.

Discovered
deepinfra_list_deployments

List the account's dedicated deployments. DeepInfra REST: GET /deploy/list.

Discovered
deepinfra_list_invoices

List billing invoices for the account. DeepInfra REST: GET /payment/invoices.

Discovered
deepinfra_list_models

List the DeepInfra model catalog (all available models). DeepInfra REST: GET /models/list.

Discovered
deepinfra_query_logs

Query inference request logs for a dedicated deployment over a time window. DeepInfra REST: GET /v1/logs/query.

Discovered
deepinfra_start_deployment

Start (resume) a dedicated deployment. WARNING: this resumes a dedicated deployment and may incur GPU charges while it runs. DeepInfra REST: POST /deploy/{deploy_id}/start.

Discovered
deepinfra_stop_deployment

Stop (pause) a running dedicated deployment. This halts inference and stops accruing GPU charges for it. DeepInfra REST: POST /deploy/{deploy_id}/stop.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected98 ms18

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