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#structured-output

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

31 records
Tagged “structured-output”Ranked by health index
npm
96Exceptionalhealth index
vercel/ai
The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents
TypeScript · MDX★ 26.8K↓ 102M/moSep 16, 2026
Custom licenseSep 16, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
mangiucugna/json_repair
Repair malformed JSON from LLMs, APIs, logs, and user input in Python.
Python★ 5,079↓ 39.4M/moAug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
RubyGems
91Excellenthealth index
crmne/ruby_llm
The Ruby AI framework.
Ruby★ 4,474Oct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
npm
90Excellenthealth index
ofri-peretz/eslint
Security and code-quality ESLint plugins — 477 rules across 30 packages: 272 security rules mapped to CWE + OWASP, 107 quality, 98 React/a11y. ESLint 8.40/9/10 + Oxlint. The lint layer AI-generated code needs.
TypeScript · MDX · JavaScript★ 19↓ 52.2K/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
npm
89Excellenthealth index
Dave-London/Pare
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
TypeScript★ 138↓ 4,687/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
Packagist · PyPI
84Excellenthealth index
cognesy/instructor-php
Unified LLM API, structured data outputs with LLMs, and agent SDK - in PHP
PHP★ 327↓ 5,576/moSep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
crates.io
80Excellenthealth index
Muvon/octolib
One Rust API to 25+ AI providers — chat, vision, tool calls, structured output, embeddings & reranking with built-in cost tracking
Rust★ 8↓ 2,181/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI
78Goodhealth index
jhd3197/Prompture
Prompture is an API-first library for requesting structured JSON output from LLMs (or any structure), validating it against a schema, and running comparative tests between models.
Python★ 15↓ 4,637/moSep 25, 2026
MITSep 25, 2026 · metrics 2.10.0
PyPI
77Goodhealth index
alesanGreat/QZX-Quick-Zap-Exchange
QZX by Alejandro Sánchez: cross-platform commands and structured JSON for AI agents; reference implementation of QZX Result Contract v1 with MCP 2025-06-18 to 2026-07-28 interoperability profiles.
Python★ 1↓ 2,200/moOct 9, 2026
Apache-2.0Oct 9, 2026 · metrics 2.10.0
Go · PyPI
75Goodhealth index
JoakimCarlsson/ai
A Go toolkit for building AI agents and applications across multiple providers. Unified LLM client, agent framework with handoffs, tool calling, streaming, structured output, MCP integration, and cost tracking.
Go★ 40Sep 5, 2026
MITSep 5, 2026 · metrics 2.10.0
npm
73Goodhealth index
axl-sdk/axl
TypeScript SDK for orchestrating Agentic Systems — concurrency, structured output, cost control, and consensus as first-class primitives.
TypeScript★ 2↓ 5,510/moSep 14, 2026
Apache-2.0Sep 14, 2026 · metrics 2.10.0
npm
73Goodhealth index
pascalorg/lingo
Make forms easier, LLM tools safer. Natural-language quantities, units, dates & ranges parsed into canonical values — zero dependencies, two-way.
TypeScript★ 17↓ 20.8K/moSep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
RubyGems
71Goodhealth index
justi/ruby_llm-contract
Validate and retry LLM outputs for ruby_llm. Describe the JSON response you expect, fall back to a stronger model when the cheaper one fails the rules, and gate CI on regressions — all as one contract object per step.
Ruby★ 36Oct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
npm
69Goodhealth index
bytesbrains/weblocks
Block engine for AI-composable web apps — snap-together 'Lego' blocks + the AI catalog contract (manifest → validate → render static HTML).
TypeScript★ 1↓ 512/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
Go
67Goodhealth index
maxrodrigo/clai
AI for the Command Line
Go★ 3Sep 8, 2026
MITSep 8, 2026 · metrics 2.10.0
PyPI
63Moderatehealth index
antonyrag/ragleap-core
Production-ready AI Business OS — 46 autonomous AI Employees, Graph RAG (Neo4j), multi-channel, BYOK across 17 LLM providers plus custom/local endpoints (Ollama), automatic fallback. 8 libs (Python+Java). Self-hosted, MIT licensed, guardrailed autonomy for regulated industries.
Python · Java★ 12↓ 745/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
Go · PyPI
63Moderatehealth index
masterkeysrd/loom
Loom is a high-performance, graph-based AI workflow engine for Go. It allows you to build complex agentic systems by defining multi-step workflows as directed graphs, seamlessly connecting them to any large language model, and persisting execution state for long-running or interrupted tasks.
Go · TypeScript★ 0Sep 14, 2026
No licenseSep 14, 2026 · metrics 2.10.0
npm
59Moderatehealth index
bitbaum/ai-forms
Headless AI form filling and conversational refinement — shared across the fleet
TypeScript · JavaScript★ 0Sep 19, 2026
MITSep 19, 2026 · metrics 2.10.0
Go
57Moderatehealth index
psyb0t/elelem
A Go engine for talking to LLMs that doesn't give a shit which one. Streaming, tool loops, history that actually fits the context window, retries that don't repeat themselves, and typed structured output. Swap OpenAI for Anthropic by changing one line. Library, not a framework: you own the loop.
Go★ 1Oct 19, 2026
MITOct 19, 2026 · metrics 2.10.0
NuGet
57Moderatehealth index
shinyorg/controls
Controls for .NET MAUI & Blazor
C#★ 20Sep 18, 2026
MITSep 18, 2026 · metrics 2.10.0
npm · Go
56Moderatehealth index
howlerops/recursive-llm-ts
No repository description published.
Go · TypeScript · Python★ 1↓ 15.8K/moSep 19, 2026
MITSep 19, 2026 · metrics 2.10.0
Go · npm
56Moderatehealth index
manishiitg/mcpagent
Go agent runtime for tool-using, code-executing, multi-provider agents with MCP support, coding-agent CLI integrations, structured output, summarization, and parallel tool execution.
Go★ 1Sep 9, 2026
No licenseSep 9, 2026 · metrics 2.10.0
crates.io
51Moderatehealth index
Inferact/xgrammar-structural-tag
Rust builders for xgrammar structural_tag tool-calling constraints
Rust★ 0↓ 67.8K/moSep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
npm
51Moderatehealth index
mpointer/llm-governance-gateway
The governance layer LLM proxies promised as a TypeScript library you can read. Every call runs through one governed pipeline: rate limit → spend caps (per-user + global circuit breaker) → cache → schema-validated provider failover → usage log → LLM-judge No sidecar proxy to deploy.
TypeScript★ 2↓ 3,412/moAug 25, 2026
MITAug 25, 2026 · metrics 2.10.0
PyPI
50Moderatehealth index
Boundless-Studios/agentrunner
Host-agnostic LLM agent execution on the OpenAI Agents SDK: model fallback, streaming, structured-output extraction, self-correction, and tracing — behind a small injected provider seam.
Python★ 0↓ 8,280/moSep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
PyPI
48Weakhealth index
nerigleston/jangada
No repository description published.
Python★ 0↓ 9,002/moJul 19, 2026
MITJul 19, 2026 · metrics 2.10.0
npm
47Weakhealth index
howells/motif
No repository description published.
TypeScript★ 0↓ 2,750/moSep 9, 2026
MITSep 9, 2026 · metrics 2.10.0
npm · PyPI
45Weakhealth index
Eth-Interchained/sentinel-blocks
Robust extraction of structured payloads from LLM output via sentinel blocks (<<<TAG>>> … <<<END>>>). Survives quotes, newlines & braces that break JSON.parse. 10 language ports, one spec.
HTML · C · JavaScript★ 0↓ 64/moSep 11, 2026
GPL-3.0Sep 11, 2026 · metrics 2.10.0
npm
36Weakhealth index
cch137/cardan
No repository description published.
TypeScript★ 0↓ 4,573/moSep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
Go
19Criticalhealth index
ronhuafeng/llmcaller-codex-go
Archived: use github.com/ronhuafeng/llm-go/llmcaller/codex; legacy v0.4.2 is immutable
Go★ 0Sep 5, 2026
MITSep 5, 2026 · metrics 2.10.0