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Production-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agents, LLMs, tools, and retrievers.
- - DeepSeek-V3 Chat、DeepSeek-R1 推理模型 - - Gemini 3 Pro/Flash、Gemini 2.5 系列（最新） - - GPT-4o、o1/o3 推理系列 - - Claude Sonnet 4、Claude 3.5 系列 - - Llama 3.3 70B（免费高速推理）
Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God.
Kiso is a publishing engine that turns Open Knowledge Format (OKF) bundles into static websites for humans and AI agents. We also provide an MCP Server.
Run any dockerized MCP Server in a sandboxed container and connect to it remotely
A powerful Model Context Protocol (MCP) server implementation for seamless Apollo.io API integration, enabling AI assistants to interact with Apollo.io data.
A generic mcp server fuzzer
A Model Context Protocol (MCP) server for interacting with Figma designs. This server allows Claude AI to extract design information from Figma files and create or update designs using the Figma...
is a local-first skill management platform that turns operational knowledge into structured, searchable, reusable artifacts.
The fastest BM25 scoring engine: 2,300x faster than BM25S. 28K QPS on 8.8M docs. 5 BM25 variants (Robertson, Lucene, ATIRE, BM25L, BM25+). Memory-mapped persistence, BMW pruning, streaming indexing.
Drop‑in Express middleware and helpers to add secure auth to your Model Context Protocol (MCP) server with Descope. Ship an authenticated /mcp endpoint and register tools in minutes.
Caelune (凯露恩) — Local-first retrieval for private Markdown, PDF, and Tika documents, with a Windows desktop app and read-only MCP server.｜本地优先的私人知识检索工具。
An interactive chat interface that combines Ollama's LLM capabilities with PostgreSQL database access through the Model Context Protocol (MCP).
A CLI tool that generates Vercel AI SDK stubs for Model Context Protocol (MCP) tools. Think of it as "shadcn for MCP".
A server that ingests and serves Swagger/OpenAPI specifications through the Model Context Protocol (MCP).
Open-source, self-hosted AI workspace for local and open-weight LLMs with vLLM, LiteLLM, autonomous agents, MCP tools, deep research, artifacts, and BYOK.
— 503 multi-tool tasks backed by a local PostgreSQL database, no external APIs required
Command-line interface for any Model Context Protocol (MCP) server.
Defensive integrity monitor for MCP tool descriptors: pins canonical hashes and reports mutation, shadowing, poisoning, and stdio transport risk.
A comprehensive system for searching and analyzing German legal texts using vector embeddings and semantic search, consisting of:
ZhuLing — Zero-config AI Agent framework for Java. One YAML to launch Agents on Spring AI + DDD, with MCP tools, full observability and a ReAct core. Ai Agent 快速开发框架
is a comprehensive MCP-native system that serves as a complete AI agent operating system. It exposes dozens of powerful capabilities through the Model Context Protocol, enabling advanced AI agents to...
The GemCP app is a cross-platform desktop application that creates a seamless chat interface for Google's Gemini AI models with extensible capabilities through a Model Context Protocol (MCP)...
A comprehensive toolkit for embedding interactive UIs in chat applications. This monorepo provides everything you need to create rich, interactive widget applications using the Model Context Protocol...