Results for “retrieval”

Google Workspace MCP that actually writes. 28 tools across Docs/Slides/Sheets/Drive — markdown-to-Docs, smart chips, dat

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, epi

Open Source Generative Process Automation (i.e. Generative RPA). AI-First Process Automation with Large ([Language (LLMs

The best-benchmarked open-source memory system for AI coding assistants

Yandex Tracker MCP Server with OAuth2 support

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector data

Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API.

Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and

A simple MCP ODBC server using FastAPI, ODBC and SQLAlchemy.

Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.

Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.

🚀 Complete MCP server for Slack Lists: ✅ Create & bulk-add items ✅ Advanced filtering ✅ JSON/CSV export ✅ All field typ

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarit

Multi-provider web search broker for AI agents. 14 providers, budget-aware routing, content extraction — one API.

Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)

Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Co

AI-powered documentation RAG system with MCP server for Claude Code. Search and retrieve technical documentation on-dema

Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks,

剧本分镜工具智能体（PenShot）：电影/动漫/短剧/小说/剧本→分镜→片段→prompt | 基于 LangGraph+LLM，自动解析任意格式剧本，生成 Sora/Veo/Runway 等模型可用的连贯text-to-video提示词

Parameterized multi-agent orchestration framework for Claude Code and Gemini

Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file pa

One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.

SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-ma

PDBe MCP Servers integrate Protein Data Bank Europe resources with LLMs via Model Context Protocol. Provides seamless ac

A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in y

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip i

Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.

MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP

LLMs and Machine Learning done easily

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures

Google Maps MCP Server: Connect AI Agents to Places, Directions, Geocoding & Roads APIs. Deployed on Kubernetes.

MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools b

A MCP server that enables you to search and retrieve AWS Black Belt Online Seminar content, including PDFs, and YouTube

Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

MCP server enabling AI assistants to search and retrieve information from local resume and job application documents

MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.

Connection-first PhD advisor matcher — find the right advisor by network strength, not h-index. Quantitative 4.0 scoring

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, f

A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.

Persistent engineering memory for coding agents over MCP.

PHP SDK for Claude - Provides complete 1-for-1 functionality of the Official Python SDK