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MCP原生、内置混合RAG、每一步都可观测的轻量Agent框架

Community Edition and self-hosted focused MCP server for Plane

MCP Server for UX/UI Principles - Agentic AI tools for Claude Code and Claude Desktop. Requires API key for Pro features.

Robot Framework libraries for testing the agentic stack: MCP servers, Agent Skills, SubAgents, and Hooks - deterministically, with an LLM judge, or with a coding agent.

Facturably MCP server - invoicing tools for AI agents

Control Ableton Live from an AI assistant via MCP: tracks, devices, clips, automation, and generative MIDI with per-note probability.

MCP server for SmartNotePad - expose notes, folders, and tags to AI agents via Model Context Protocol

Model Context Protocol (stdio) server for the Kong workflow engine

MCP server for Festo/CODESYS PLC engineering — IEC 61131-3 ST generation, validated PLCopen XML, embedded knowledge base (27 topics, 19 manuals, BM25 search), 38-block ST library, optional CODESYS IDE driving and hardware commissioning

Your mail, chats and documents indexed into a local SQLite corpus, served to AI clients over MCP.

MCP server for agent-payable orisha-data x402 market-data endpoints.

Governed MCP broker for ERPNext — no debit without a credit: PLAN, CONSENT, PROVE, UNDO over the books, on the Pacioli Guard credential floor

Local stdio MCP server for deterministic Turnkeeper development tools.

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MCP Server to expose evaluation Tools to LLM and AI Agents using a Simple Logic & Arithmetic Compiler.

Signed, independently verifiable receipts for AI agent actions. Hash-only privacy, offline verification against a pinned public key, tamper-evident hash chain. MCP server + HTTP API for EU AI Act Article 12/26-friendly audit trails.

Turn Vercel AI SDK agent runs into portable Zansn evidence packs. Capture traces, tool calls, cost, and readiness with a per-step hook.

FastMCP (Python) server stack plugin for the dude CLI.

MCP server for Jira Cloud REST APIs, native Jira Product Discovery Insights, and supporting attachments.

MCP server for the City of Boston Web Design System. Exposes components, tokens, and documentation to AI assistants.