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MCP servers tagged specification
79 live MCP servers tagged "specification", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with specification.
Pilotage
Pilotage: an open MCP extension for guided program authoring and verified execution. Schemas teach the moves; Pilotage teaches the game.
Open Toolset Protocol
Open Agent Toolset Protocol (OATP) - universal spec for AI agent tool discipline, structural instrumentation, and deterministic execution. Vendor-agnostic interop layer for availa…
Speclan Essentials
Companion tools and reference patterns for SPECLAN, the VS Code extension for spec-driven development with hierarchical Goal/Feature/Requirement specs as Markdown files in Git.
Themissinglayer
Architecture for coherence wherever AI moves faster than humans can synchronize.
Entity Discovery Protocol
Entity Discovery Protocol - A standardized protocol for AI agents to discover and verify digital entity information
Nika Spec
The Nika language spec. Nine keys, four verbs, a conformance suite anyone can run. Apache-2.0.
Finance Md
The standard that encodes financial conventions for AI agents and modeling tools
GitForStrategy
Strategic thinking as installable infrastructure — 21 skills, 13 seed patterns, 5-phase pipeline. Give your AI agent the discipline to explore, decide, execute, and learn.
Data Dignity Standard
Open standards and tools from the team building ArrowMem.
Harness Protocol
Open spec for portable AI coding agent configuration
AI Manifest Standard
An open standard: one static /.well-known/ai-manifest.json that presents a website to AI models — read, docs, act, policy. Composes with llms.txt, MCP, OpenAPI. CC BY 4.0.
0nMCP
🤖 Orchestrate AI across apps with a universal API that simplifies integration and automates tasks using Model Context Protocol (MCP) compatibility.
AI License
AI Web License specification (dual-axis grammar and ledger)
Aarf
AARF: the API AI Readiness Framework. An open framework for judging whether an API is ready to be used by AI agents, from its OpenAPI document. 7 dimensions, 31 signals, and a con…
Vcp
VCP — Verifiable Capability Protocol: zero-trust capability execution for AI agents. A stricter sibling of MCP where models plan and a signed gateway enforces. Signed content-addr…
Act Spec
Hardened AI toolchain
Afi
AFI — Agent Filesystem Interface: a vendor-neutral spec for exposing any data source to AI agents as a filesystem-shaped interface.
Agentic Resource Discovery
Agentic Resource Discovery (ARD) — independent third-party profile of a public API surface, by API Evangelist. Agentic Resource Discovery (ARD) is a proposed open standard for the…
Mcpds
MCP Design Specification (MCPDS)
Kinetic Gain Protocol Suite
Kinetic Gain Protocol Suite: eleven open JSON specs for the answer-engine and agent era. Five core (AEO, Prompt Provenance, Agent Cards, AI Evidence, MCP Tool Cards), the EdTech t…
Eam Spec
An open, runtime-neutral specification for defining AI agents.
MPCP
MPCP — an open, transport-agnostic protocol for governed, auditable coordination among mixed parties: humans and AI agents as first-class, symmetric participants (P2P/P2A/A2A). Si…
Superauditor
An open standard for how MCP servers report findings about their own stored state: on request, with honest counts. Spec, schema, fixtures, and a black-box checker.
Agent Adoption Spec
Open specification for agent-readiness — 25 checks across HTTP-protocol and content-shape practices, organized into a 3-tier ladder (L1–L3). CC-BY 4.0.
Aladdin Spec
Define portable, verifiable, and versioned knowledge packs for trusted AI systems and RAG applications.
Rc Check
MCP specification migration checker for the 2026-07-28 revision: scans a live stdio or HTTP server, a saved dump or a client config, flags removed, changed and deprecated construc…
AI Native Medical Spec
Sovereign Clinical AI Edge Infrastructure — a vendor-neutral technical specification for building-integrated, zero-egress compute that lets autonomous clinical AI operate on Prote…
SAM Protocol
The Trust and Mandate Layer for Agentic Commerce — open standard (draft-sam-protocol-01). Merchant-ready. Agent-ready. Bounded autonomy.
Flowmcp Spec
FlowMCP Specification v4.0.0 — 23 spec documents, reference examples, llms.txt