103 packages found
Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.
Benchmarked agent execution runtime for Python. Sub-10ms cold starts, real-time streaming, time-travel debugging, and se
Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.
LLM Function Calling Library and CLI with Support for MCP Servers
A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis for Claude Code, Codex, Cursor
Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarit
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is the source of truth, no LLM on the Stop pa
一个让 Claude Code 调用 Codex 干活，并可以同时调用多个模型（GPT、Kimi、DeepSeek 等）的 MCP 工具。
Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file pa
Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.
BACH v3.12.4-earth: local-first text-based OS for LLM agents with SQLite memory, 113+ handlers, 550+ tools, MCP servers,
Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks,
Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.
Standalone Substack CLI + 26-tool MCP server. Your IDE drafts the replies. Zero AI API keys.
Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.
Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client for flight search capabilities.
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
AI-powered documentation RAG system with MCP server for Claude Code. Search and retrieve technical documentation on-dema
Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-ma
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://disco
The best-benchmarked open-source memory system for AI coding assistants
A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in y
Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google
MCP server for the Aesthetics Wiki (aesthetics.fandom.com) — search, read, and discover aesthetics from your LLM.
Long-term memory for AI-coded codebases. A git blame for AI agents — but for the why. MCP server that captures the agent
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip i
Live context engine for AI assistants — resolve-before-context, session waypoints, and tool-selection intelligence for H
An autonomous agent that conducts deep research on any data using any LLM providers
Self-hosted MCP server and coordination layer for AI agent fleets: shared memory, tasks, messaging, and session handoffs
MCP that provides controlled and secure SQL Server database access for LLM applications.
Universal memory layer for AI applications. Self-host in minutes. Open source.
Corporate credit data for AI agents — Python SDK, LangChain tools, and MCP server
Lucairn SDKs — privacy-preserving AI infrastructure clients for TypeScript, Python, Go, and an MCP server
Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub,
A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector data
Unreal Engine Vibe Coding tool
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP
Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini.
Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweigh
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and
Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, content extraction — one API.
Zero-trust Python FastMCP intelligence core for The Undesirables Ecosystem. Enables 100% local, offline AI agent tool-ca
Self-hostable GPU-aware job broker for your own machines, with native MCP/agent integration
Personal Telegram knowledge base — forward anything, search via DM. Hybrid SQLite + FTS5 + vector + voice, MCP server fo