# Piping Toolset Engineering Data

> These figures are automated measurements with timestamps. They are not a review, rating, grade, or recommendation.

Engineering code-table data with citations: standard, edition, table, row and column.

- Status: Up
- Checks passed: 14 of 22
- Uptime: Not measured
- Latency: 601 ms
- Tools: 10
- Last probe: 2026-11-12T11:32:56.055Z
- Publisher: pipingtoolset.com (https://mcpheartbeat.com/p/com.pipingtoolset)
- Endpoint: https://pipingtoolset.com/mcp
- Transport: streamable-http

## Tools

Showing 10.

- **describe_dataset**: Describe one dataset: the key fields a lookup needs, the value columns with units and which need a temperature, the citation (standard, edition, table), whether
- **find_dataset**: Search the engineering code-table datasets by keyword (standard, table, quantity, material). Returns up to 10 matches, each with its id, title, standard, editio
- **get_aisc_shape**: Return the dimensions and section properties of one AISC shape by designation (e.g. W8X31, HSS6X6X3/8, PIPE4STD, L4X4X1/2): weight, area, depth, flange and web
- **get_fixture_example**: Return one worked example case for a Piping Toolset plugin skill: the inputs, the expected outputs and the pass/fail status from the hand-checked calculation fi
- **get_pipe_dimensions**: Return the outside diameter and nominal wall thickness (in) for a nominal pipe size per ASME B36.10M / B36.19M: one schedule with its wall and inside diameter w
- **get_pointer**: For a quantity whose value this server does not return (for example PVP2011-57100 nozzle allowables, ASCE 7-22 SDS, Ip, CAR and Rpo, AISC Fy/Fu, ACI anchor prod
- **get_skey_map**: Return the Isogen-style SKEY vocabulary Piping Toolset uses (component prefixes, end-condition suffixes, fitting and support keys) with scope 'isogen', or the P
- **list_keys**: List the key identifiers of a dataset's rows (for example spec, grade, class, size, and the row position `line`) so lookup_value can address exactly one row. Re
- **lookup_value**: Return one value from one row and one column of a code-table dataset, with its citation (standard, edition, table, row, column), unit and the tabulated entries
- **verify_connector**: Report whether the caller is signed in, the caller's tier, how many datasets return values at that tier, and the remaining daily lookups when the server tracks

## Alternatives

Checked servers in the same industry and function.

### b/cited

- Status: Up
- Checks passed: 16 of 22
- Uptime: Not measured
- Latency: 84 ms
- Tools: 6
- HTML: https://mcpheartbeat.com/s/ai.bcited/bcited
- Markdown: https://mcpheartbeat.com/s/ai.bcited/bcited.md

### Clarity by Health AI

- Status: Up
- Checks passed: 15 of 22
- Uptime: Not measured
- Latency: 110 ms
- Tools: 9
- HTML: https://mcpheartbeat.com/s/com.healthai/clarity
- Markdown: https://mcpheartbeat.com/s/com.healthai/clarity.md

### co.pixelcove/citation-tracker

- Status: Up
- Checks passed: 15 of 22
- Uptime: Not measured
- Latency: 459 ms
- Tools: 3
- HTML: https://mcpheartbeat.com/s/co.pixelcove/citation-tracker
- Markdown: https://mcpheartbeat.com/s/co.pixelcove/citation-tracker.md

### American Default Research

- Status: Up
- Checks passed: 15 of 22
- Uptime: Not measured
- Latency: 478 ms
- Tools: 6
- HTML: https://mcpheartbeat.com/s/org.americandefault/research
- Markdown: https://mcpheartbeat.com/s/org.americandefault/research.md

### CMD+RVL Receipts

- Status: Up
- Checks passed: 15 of 22
- Uptime: Not measured
- Latency: 1056 ms
- Tools: 12
- HTML: https://mcpheartbeat.com/s/com.cmdrvl/receipts
- Markdown: https://mcpheartbeat.com/s/com.cmdrvl/receipts.md

### GPU Rental Prices (Tanod)

- Status: Up
- Checks passed: 15 of 22
- Uptime: Not measured
- Latency: 1536 ms
- Tools: 1
- HTML: https://mcpheartbeat.com/s/dev.tanod/gpu-prices
- Markdown: https://mcpheartbeat.com/s/dev.tanod/gpu-prices.md

### maxand98 public corpus

- Status: Up
- Checks passed: 14 of 22
- Uptime: Not measured
- Latency: 54 ms
- Tools: 6
- HTML: https://mcpheartbeat.com/s/com.maxand98/maxand98
- Markdown: https://mcpheartbeat.com/s/com.maxand98/maxand98.md

### ICOS carbon and greenhouse-gas observations

- Status: Up
- Checks passed: 14 of 22
- Uptime: Not measured
- Latency: 65 ms
- Tools: 8
- HTML: https://mcpheartbeat.com/s/eu.icos-cp/icos
- Markdown: https://mcpheartbeat.com/s/eu.icos-cp/icos.md

## Links

- HTML: https://mcpheartbeat.com/s/com.pipingtoolset/data/alternatives
- Markdown: https://mcpheartbeat.com/s/com.pipingtoolset/data/alternatives.md
- MCP: https://mcpheartbeat.com/mcp
- API: https://mcpheartbeat.com/api/v1/servers
- Tools API: https://mcpheartbeat.com/api/v1/tools
- Server API: https://mcpheartbeat.com/api/v1/health?server=com.pipingtoolset%2Fdata