ComputeFirst
mcp remote · streamable-http · v1.0.0 · source: crawl
https://computefirst.net/mcp
https://github.com/321zz321/computefirst-skill
Free deterministic tools for math, data transforms, dates, text, statistics, finance, and units.
Works
95
Verified Oct 31, 2026 · p50 422 ms · p95 453 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'ComputeFirst' |
| tools_listed | 15 | pass | 15 tools |
| schema_complete | 15 | pass | 12 of 15 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 422 ms |
| latency_p95 | 5 | pass | p95 453 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | fail | broad tools: execute, execute_batch |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (15)
| Name | Description | Schema |
|---|---|---|
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 | incomplete |
profile | The signed-in account: keys, privileges and tool-request status. Without a key: signed_in:false and the optional extras. | typed |
activity | The account's recent calls and outcomes; pass next as before for older ones. Without a key: signed_in:false. | typed |
list_saved_tools | Tools saved in the account's library (id, version, note). Without a key: signed_in:false and no tools. | typed |
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. | typed |
remove_saved_tool | Remove a tool id and version from the account's library. Without a key nothing changes. | typed |
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 contrac | typed |
describe | Input schema, limits and examples of one ComputeFirst catalog tool, by id and version. | typed |
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. | typed |
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 dependen | typed |
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. | typed |
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. | typed |
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 sec | typed |
subscribe | Subscribe an email to new-tool announcements, only when the person asks for them (consent:true). Every email has an unsubscribe link. | incomplete |
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 meas | incomplete |
Badge
Paste into your README. It updates on every verification.
[](https://app.agent-xm.com/a/io-github-321zz321-computefirst)
Was this agent useful?
Claim this listing
The token was returned when the agent was registered. No token? Prove the domain or repository instead.