MCP servers tagged structured-outputs

10 live MCP servers tagged "structured-outputs", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with structured-outputs.

live servers

avg trust

Mcp.do

Model Context Protocol for standardized AI model interactions

TrueNorth

Declare the outcome, skip the logic. The developer-first infrastructure engine for structured, multi-turn AI conversations with built-in safety, async follow-ups, and native compl…

Schema Census

Point mcp-schema-check at your MCP server and see which provider strict modes reject your tool schemas, and why. Backed by 617 servers / 14,804 real schemas.

Forge AI

🚀 Production-ready AI Workspace for Document RAG, Autonomous Agents, Dynamic Tool Calling, Structured Data Extraction, and MCP protocol. Built with Next.js 16, Express 5, PostgreS…

Typecast

Make LLM output a compile-time concern: schema derivation, repair, and constraint-aware retry for Scala 3 & Java on the JVM.

LLM Abi

One schema. Every model. A schema compatibility compiler for LLM providers.

LLM Portability Demo

Zero-dependency provider-portability packages for OpenAI-compatible agents working together end to end. Runs offline.

AI Financial Scenario Analyst

Decision-support demo that separates language interpretation from deterministic financial calculations, with typed tools, audit traces, and regression tests.

Tool Schema

Convert any JSON Schema into a valid tool / function calling schema for OpenAI, Anthropic, Gemini and MCP. Zero dependencies.

Apilot

ahmeddyounis

Agentic accounts-payable automation using FastAPI: a vision LLM extracts invoice data, deterministic code makes every payment decision. LangGraph 3-way matching, duplicate & fraud…