io.github.321zz321/computefirst · v1.0.0 · productivity
ComputeFirst is healthy: it completed an MCP handshake in 653 ms and exposes 15 tools.
Free deterministic tools for math, data transforms, dates, text, statistics, finance, and units.
Endpoint: https://computefirst.net/mcp (streamable-http)
Repository · Website · JSON · Add to my inventory
| Users (last 30 days) | 0 |
| Handshake | Healthy |
| Auth needed | None |
| Tool count | 15 |
| Latency | 653 ms |
| Last checked (UTC) | 2026-10-16T21:00:50.972Z |
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-16T21:00:50.972Z | Healthy | 653 |
search | Search the ComputeFirst catalog (computefirst.net/tools) with an English task. Returns up to 5 tools (3 by default) with id, version and a 0–1 score; a confident first match includes its input contract. No match: request_tool can ask for one. |
describe | Input schema, limits and examples of one ComputeFirst catalog tool, by id and version. |
execute | Run one ComputeFirst catalog tool by id and version with its JSON input. Returns the deterministic result and an unmeasured savings receipt. Limits: computefirst.net/docs#limits. |
execute_batch | Run 1–20 ComputeFirst catalog tools in one request. Optional bindings fill an input key from an earlier result (JSON Pointer); include_result:false omits an intermediate. Steps after a failed dependency are skipped; nothing is retried automatically. Each success is one execution. Inputs, results and |
savings | Savings totals, optionally for one model: with a key, the account's measured and estimated totals; otherwise community verified totals. Unmeasured is not zero. |
feedback | Tell ComputeFirst what helped or went wrong (a missing tool fits request_tool). A stable request_id makes retries safe. Leave out secrets and raw data. |
request_tool | Ask for a tool that does not exist yet: the task, optionally example input and output. Optional contact_email (with email_consent:true), only if the person wants one email when it ships. Leave out secrets. |
subscribe | Subscribe an email to new-tool announcements, only when the person asks for them (consent:true). Every email has an unsubscribe link. |
sign_in | Only when the person explicitly asks for a free account (consent:true): creates one for their email (unverified) and returns an agent key once, for saved tools, history, personal savings and a higher limit. The person stores the key in their client settings; do not repeat it in the conversation. new |
profile | The signed-in account: keys, privileges and tool-request status. Without a key: signed_in:false and the optional extras. |
activity | The account's recent calls and outcomes; pass next as before for older ones. Without a key: signed_in:false. |
list_saved_tools | Tools saved in the account's library (id, version, note). Without a key: signed_in:false and no tools. |
save_tool | Save a tool id and version to the account's library, with an optional note (saving again replaces the note). Without a key nothing is saved. |
remove_saved_tool | Remove a tool id and version from the account's library. Without a key nothing changes. |
report_savings | Optional, for the person: your model id and, if known, your own estimate of the tokens a call saved (estimated_tokens_saved). Returns its dollar value at public list prices; unknown stays null. A measured comparison adds task_id, baseline_id, baseline, actual, whole_task:true, execution_ref. |