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MCP servers tagged reference-implementation
33 live MCP servers tagged "reference-implementation", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with reference-implementation.
Local Hybrid Intelligence System With Dual Index Memory And Stateful Virtual Machine Integration
Reference implementation for the Part II architecture paper (Zenodo 10.5281/zenodo.20374393) — dual-index FAISS memory, 42-opcode quaternionic VM, 5-phase retrieval, 36 tools, MCP…
Aifeels Reference
Official Python reference implementation of the Aifeels specification
Local Hybrid Intelligence System With Dual Index Memory And Stateful Virtual Machine Integration
Reference implementation for the Part II architecture paper (Zenodo 10.5281/zenodo.20374393) — dual-index FAISS memory, 42-opcode quaternionic VM, 5-phase retrieval, 36 tools, MCP…
Triage
Reads our meetings, Slack, GitHub, email and docs. Finds work that needs doing, and updates the task board. Pauses for a human when needed, and checks the live board first. Offlin…
Erp Bridge
Reference MCP server that wraps an internal web app with no API as typed tools for Claude. Deterministic core, probabilistic edge, every selector is config.
Triage
Reads our meetings, Slack, GitHub, email and docs. Finds work that needs doing, and updates the task board. Pauses for a human when needed, and checks the live board first. Offlin…
Real World Tasks Reference
Minimal, dependency-free reference MCP server for physical-world task execution (protocol 2026-07-28)
Edge MCP
Stateless Model Context Protocol (MCP) server for Fastly Compute — an edge-native, WebAssembly reference implementation of the 2026-07-28 spec.
Herkos
Local-first MCP egress broker for AI coding agents: deny-by-default tool gate, signed offline-verifiable audit log, and the SpanGate dual-use binding.
Aipod
One binary, two modes: an 🐍MCP server that exercises every MCP feature, or a 🐍pydantic-ai agent that consumes it. Ships as a ~34 MB FROM scratch container.
Helix Unified Hub
Samsarix Agent Readiness Registry — local-first agent inventory, A2A/MCP imports, evidence review, and CI policy enforcement.
Redshift MCP Pldemo
redshift-mcp 的业务插件参考仓：MCP 工具 query_event_api_by_date，按日期在 Amazon Redshift 上统计 IP 维度的 API 命中
Ops Server
A reference MCP server giving an LLM agent safe write access to a real operations database: derived state, idempotent ingestion, FIFO costing, audited tool surface.
Edge Mhs
A Fastly Compute reference for AI agents controlling physical hardware over Anthropic's Model Hardware Standard
Juniper Commerce
Reference implementation of the onX commerce standard — full storefront, admin, AI playground, and REST API with all 12 onX operations
Semantic Tracer
[ARCHIVED] A local-first application for visualizing and exploring dbt semantic layers. This repository serves as a reference implementation for MCP integration, dbt semantic brid…
Reference Impl
Phase 0 reference server for the Starshard memory hub: FastAPI + SQLite + MCP bridge, giving any Claude Code / Codex / MCP agent persistent memory across sessions and machines.
Tier321 MCP
Reference MCP server implementation on Cloudflare Workers
Cookie Auth Reference
Reference MCP server for cookie-session systems that expose no public API, with a Hono mock target and offline fixtures. 24 tests, MIT.
Rentershield MCP
Reference MCP server for lease analysis, extracted from the RenterShield production route. Bring your own auth store and analyzer.
Permissioned MCP Server
MCP reference server with least-privilege tools, confirmations, and safe audit logs
A2a Travel Agent Reference
Reference implementations of Google ADK and LangGraph travel agents using A2A v1, LiteLLM/NVIDIA NIM, MCP tool calling, streaming, sideband events, and OpenTelemetry.
Security Showcase Server
A remote MCP server done right: OAuth 2.1 resource server with audience binding, tenant isolation, audit log, rate limiting. 26 tests; CI dogfoods mcp-sec-scan.
Context Layer Lab
Stopping AI agents from acting on stale operational context: governed records, provenance, validity windows, and freshness-aware retrieval.
Synapse Hello
Hello World Synapse App — reference implementation for MCP apps with UIs
Platform Packages Apps ContactsMcp
AAOSP reference MCP-providing app
Purrsonality Seller Agent
Production-grade AdCP seller agent reference implementation. Bun + @adcp/sdk 7.11.0 + Postgres + Fly.io. Deployed at https://purrsonality.pages.dev. Storyboard baseline: 131 passe…
Agentic Patterns
Reference implementations of 12 agentic AI patterns (ReAct, RAG, MCP, guardrails, multi-agent, and more) from canonical form to 2025-2026 research. Runs offline with no API key.
Psp Cdl
Public-domain PSP and CDL standards, reference LLM/MCP proxies, and reproducible workflow-security evaluation. Sponsored by RealflowCloud, Inc.
Employer Agent
The employer side of the Open Employment Protocol — a role-agent that exposes verified claims (real stack, team, remote policy, not JD copy) and queries candidate agents to screen…
Aal Agent Public
Runnable examples calling the live Alternative Asset Literacy MCP server — glossary lookup, module discovery, advisor gift bundles. No API key, no local data.
Weather MCP Server
Sample MCP Server for weather queries - Reference implementation for ASUS and OEM partners
Aiagent Portable Authorization
Reference implementation of policy-embedded credential authorization for AI agents (arXiv:2605.11487). Issue signed credentials with machine-evaluable constraints, verify at runti…