tokio-prompt-orchestrator

Library Listed

Put a queue, deduplication and a circuit breaker in front of any LLM API, so repeated prompts cost one call and outages fail fast. Rust library, HTTP server and CLI.

Checked · Sources

Downloads
68
Dependents
0
Stars
60
Forks
4
Contributors
1
Commits
356
Latest release
2.0.5 ·

About

From the project README ·

English | 简体中文 | 日本語 | 한국어

Sits in front of your LLM API and cuts the bill.

Ran 24 Claude Code agents on one RTX 4070. Cut API use to 26% of expected.

  • Sends the same prompt once
  • Fails fast when the provider is down
  • Caps spend
  • Works with Anthropic, OpenAI, llama.cpp, vLLM

Install

cargo install --locked tokio-prompt-orchestrator --features web-api,tantivy

Use

orchestrator --provider echo
export OPENAI_BASE_URL=http://127.0.0.1:8080/v1

Your OpenAI client now goes through it. No code change.

Docs · crates.io · Site · Releases

More: docs/DETAILS.md

License: MIT

Runs on
GPU support unknown
What shows it
  • no dependency or feature matches a backend row
Native code
None found
  • No native code found
Python bindings
No Python binding crate found
License
MIT

Compare with similar projects

Order: strongest tier first, then most downloads, then name, with unmeasured values last. A library counts downloads over 30 days. An app counts binary downloads per release. An app with none counts its crate downloads over 30 days. ML Rust runs this catalogue, so its closest project always gets a row.

tokio-prompt-orchestrator beside the projects that share a topic with it
ProjectDownloadsDependentsStarsLatest releaseRuns on (GPU)Native codeLicense
tokio-prompt-orchestrator This page Listed

Put a queue, deduplication and a circuit breaker in front of any LLM API, so repeated prompts cost one call and outages fail fast. Rust library, HTTP server and CLI.

68 downloads over 30 days 0 60 2.0.5 GPU support unknown No native code found MIT
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prompty Listed

Prompty is an asset class and format for LLM prompts

337 downloads over 30 days 0 1,286 2.1.0 GPU support unknown No native code found MIT
pi-rust App Listed

Rust-native, library-first coding-agent runtime and terminal CLI inspired by Pi, with composable LLM providers, tools, sessions, and plugin ABI

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axp App Listed

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Not measured Not applicable 3 Not measured Not measured Not measured Apache-2.0
Why ListedNo archive, New or Featured rule places it, so it is Listed.

What it lacks for Featured

  • It has 0 active dependents and 0 new dependents in 365 days. Featured needs 11 active dependents or 9 new dependents in 365 days. The repository route reads 60 stars, 4 forks and 1 contributor. It needs 4,539 stars, 434 forks and 79 contributors together.

What else the check found

  • The last activity is on 8 Nov 2026, 1 day ago. The rules expect an update within 700 days. Dormancy rule

Check notes

  • the repo manifest Cargo.toml declares the crate, and no release commit proves the link

Exact rules: Listed, Featured library. The check on applied thresholds version 9.

Every rule outcome, as the check records it
  • expected-interval: version 2.0.5 base 700: E = 700 days
  • dormancy: last activity 2026-11-08, 1 days ago, E = 700: active
  • featured: not featured: active_users 0 < 11 and new_adopters 0 < 9 and repository route stars 60 (needs 4539), forks 4 (needs 434), contributors 1 (needs 79)
  • listed: listed: no archive, new or featured rule applies

Measurements and sources

Each signal row shows the raw value, its source and the fetch date. The Sources list gathers every distinct source on this page. Movement needs more history.

Sources6 sources
Adoption0 active dependents, 0 new dependents in 365 days1 not measured
Adoption measurements
SignalValueSourceFetchedCounts
Active dependents0crates.io database dumpYes
New dependents (365 days)0crates.io database dumpYes
Peak active dependents0crates.io database dumpYes
Active dependents as a share of the peak1crates.io database dumpYes
Binary downloads per releaseNot measuredYes
MaintenanceLatest human commit: 1 day ago3 not measured
Maintenance measurements
SignalValueSourceFetchedCounts
Latest human commit2026-11-08GitHub repositoryYes
Latest release2026-10-21crates.io database dumpYes
First release2026-03-18crates.io database dumpYes
Latest version2.0.5crates.io database dumpYes
Days the oldest outside issue waits for a reply0GitHub repositoryYes
Maintainer replies over 365 days2GitHub repositoryYes
Repository archivedfalseGitHub repositoryYes
Repository gonefalseGitHub repositoryYes
Release commit or manifest in the repotruerepo manifestYes
Published docstruecrates.io database dumpYes
Latest release fails cargo checkNot measuredYes
Build check dateNot measuredYes
Build check toolchainNot measuredYes
SecurityUnpatched vulnerabilities: none
Security measurements
SignalValueSourceFetchedCounts
Unpatched vulnerabilities past the grace windownoneRustSec advisory databaseYes
RustSec unmaintained advisorynoneRustSec advisory databaseYes
Deprecation noticenonecrates.io database dumpYes
Deprecated requirementnonecrates.io database dumpYes
Distribution15 releases, 68 downloads over 30 days5 not measured
Distribution measurements
SignalValueSourceFetchedCounts
Releases15crates.io database dumpYes
Downloads over 30 days68crates.io database dumpYes
Binary downloads over the last 3 releasesNot measuredYes
Homebrew installs on request over 365 daysNot measuredYes
Repology repository familiesNot measuredYes
Docker pull growth over 90 daysNot measuredYes
Docker pulls at the growth baselineNot measuredYes
Every version a prereleasefalsecrates.io database dumpYes
Every version 0.0.xfalsecrates.io database dumpYes
Every version yankedfalsecrates.io database dumpYes
Crate deleted from crates.iofalsecrates.io database dumpYes
Repository60 stars, 4 forks, 1 contributors, 356 commits. Stars alone never qualify a project.
Repository measurements
SignalValueSourceFetchedCounts
GitHub stars60GitHub repositoryYes — one part of the repository route
GitHub forks4GitHub repositoryYes — one part of the repository route
Contributors with a GitHub account1GitHub contributorsYes — one part of the repository route
Commits on the default branch356GitHub repositoryNo
Repository's main crate left out of the entrynonecrates.io database dumpYes
Facts that never count
Facts that never count measurements
SignalValueSourceFetchedCounts
LicenseMITcrates.io database dumpNo
Runs on, from listed crates and their direct dependenciesGPU support unknowncrates.io database dumpNo
What shows each backendno dependency or feature matches a backend rowcrates.io database dumpNo
Native code, from listed crates and their dependenciesNo native code foundcrates.io database dumpNo
Python bindings, from direct dependencies of listed cratesNo Python binding crate foundcrates.io database dumpNo
Crates that depend on a listed crate directly0crates.io database dumpNo

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Judgments

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