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MCP servers tagged structured-outputs
17 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.
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…
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…
Schemafit
Provider-aware structured-output / JSON-Schema CI linter: fail CI before your schema 400s on OpenAI, Anthropic, or Gemini.
Codex Toolloop
Build agentic coding workflows with OpenAI Codex ToolLoop: Based on the Codex app-server and Vercel AI SDK v6, codex exec automation, JSONL events, structured outputs, dynamic too…
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
Agentic accounts-payable automation using FastAPI: a vision LLM extracts invoice data, deterministic code makes every payment decision. LangGraph 3-way matching, duplicate & fraud…
Pipelain
Powerful utility to build and execute type-safe AI pipelines with structured outputs and tool integration
Xerify
Verify before you trust. Cross-provider verification with LLMs and Jev. CLI, library & MCP.
Dspack Gen
Generation and governance pipeline for dspack contracts: prompt compiler, model adapters, S1/S2/S3 governance gates, bounded repair loop, audit reports, and the evaluation harness…
Gpt Control
A trustworthy cross-model review broker for coding agents: real runs, structured findings, attachment receipts, and Chrome Bridge, Codex, or Responses transports