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MCP Heartbeat

by com.mcpheartbeat
OverviewDiscussionsAdmin

Server Details

Health checks for public MCP servers: status, latency, tools, and uptime.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.7/5.0

Scored across 5 tools

Disambiguation3/5

check_status and get_server both return status for a single server, with get_server acting as a broader superset, so an agent may choose the wrong tool. search_servers and find_tools also overlap in discovery/search behavior, though the descriptions provide some distinction.

Naming Consistency5/5

All five tools follow a consistent snake_case verb_noun pattern: check_status, find_tools, get_server, list_categories, search_servers. There is no mixing of casing or vague standalone verbs.

Tool Count5/5

Five tools is well-scoped for a read-only server directory and heartbeat/status service. Each tool covers a reasonable lookup surface: status, search, detail, categories, and capability matching.

Completeness4/5

The core read-only workflows are covered: search servers, inspect metadata/status, find servers by tool capability, and list categories. A minor gap is the lack of direct browsing or listing of servers within a category, since list_categories only returns counts.

Available Tools

5 tools
check_statusCheck statusA
Read-onlyIdempotent
Inspect

Return the latest probe outcome for one server, with the measured timestamp and the server page URL.

Inputs: id (required).

find_toolsFind toolsB
Read-onlyIdempotent
Inspect

Find servers whose measured tools match a capability. Results are grouped by server and include page URLs.

Inputs: capability (required), limit.

get_serverGet serverA
Read-onlyIdempotent
Inspect

Return one server's metadata, status, latency p50 and p95, checks, and tool list, with measured timestamps and the server page URL.

Inputs: id (required).

list_categoriesList categoriesA
Read-onlyIdempotent
Inspect

List industry and function categories and how many servers are in each.

Inputs: no named parameters.

search_serversSearch serversB
Read-onlyIdempotent
Inspect

Search the server directory. Results include measured timestamps and the server page URL. Ranked by checks passed. These are automated measurements, not a rating.

Inputs: limit, query, status, function, +1 more.

Tool Schema Changelog

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

Loading tool schema changelog…

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