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Agent Daily

by io.github.gregpunch
OverviewDiscussionsAdmin

Server Details

Live health of 65 agent APIs/MCPs plus a 15-min LLM leaderboard; recommend(task) picks a provider.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-06-18
URL
Repository
gregpunch/agent-daily
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A4/5.0

Scored across 5 tools

Disambiguation4/5

The five tools target different decision points: catalog listing, single-tool status, incident history, LLM ranking, and provider recommendation. Some conceptual overlap remains between list_tools, tool_status, and incidents because all expose health/status data, but the descriptions make their scopes distinct.

Naming Consistency3/5

Names mix noun phrases (incidents, llm_leaderboard, tool_status) with verb-first tools (list_tools, recommend), and tool_status/list_tools reuse the same words in different orders. All are snake_case and readable, but there is no single predictable verb_noun convention.

Tool Count5/5

Five tools is well-scoped for a focused monitoring and recommendation service; each supports a distinct workflow from discovery to incident check to recommendation. There is no obvious filler and no sense that the set is too thin.

Completeness4/5

The surface covers discovery, current status, incident history, LLM quality/speed ranking, and provider recommendation, which handles the main decision workflows. Minor gaps include no aggregate health view or longer-horizon history, but agents can work around them with the existing filters.

Available Tools

5 tools
incidentsRecent incidentsA
Read-onlyIdempotent
Inspect

Outages (consecutive failed probes) and vendor status-page incidents with UTC start/end over the last N days (max 7). Optional provider name filter. Use to judge whether a failing API is a known incident.

Inputs: days, name.

list_toolsList monitored toolsA
Read-onlyIdempotent
Inspect

List the APIs and MCP servers Agent Daily monitors, with current up/down, latency and vendor status. Call before choosing a provider. Optional category filter (e.g. LLM, MCP, Search, Payments, Comms, Infra).

Inputs: category.

llm_leaderboardLive LLM leaderboardA
Read-onlyIdempotent
Inspect

Which LLMs are up, correct and fast right now. Every 15 minutes ~20 popular models (OpenAI, Anthropic, Google, Meta, Mistral, DeepSeek, xAI, Qwen, Cohere...) are asked to reply 'pong'; returns rank, score (60% 24h correctness + 40% speed), correct %, p50 time-to-first-token, p50 total time, cost per 1k calls, uptime and last result. Use to pick a fast, reliable model. sort: score (default) | correct | ttft | total | cost.

Inputs: sort, limit.

recommendRecommend a healthy provider for a taskA
Read-onlyIdempotent
Inspect

Before calling an external API, ask which provider to use. Give a task phrase or category (e.g. 'send email', 'web search', 'llm', 'scrape a page', 'vector db', 'speech to text', 'payments', 'geocode'). Returns the top healthy pick plus 1-2 fallbacks ranked by live status, vendor status, 7-day uptime and latency, with a reason and data freshness.

Inputs: task (required).

tool_statusGet one tool's statusA
Read-onlyIdempotent
Inspect

Full status record for one monitored tool (up, http_status, latency_ms, vendor_status, uptime_24h_pct). Case-insensitive name or substring, e.g. 'openai', 'GitHub MCP'. Reachability only, not correctness.

Inputs: name (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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