Mejores herramientas de IA para grafos de conocimiento (2026)

Graphiti — Real-Time Knowledge Graphs for AI Agents

Build real-time knowledge graphs for AI agents by Zep. Temporal awareness, entity extraction, community detection, and hybrid search. Production-ready. 24K+ stars.

Graphiti — Temporal AI Knowledge Graph by Zep

Build dynamic knowledge graphs from AI agent conversations. Graphiti tracks entity changes over time, resolves contradictions, and provides temporal-aware queries.

LangGraph — Build Stateful AI Agents as Graphs

LangChain framework for building resilient, stateful AI agents as graphs. Supports cycles, branching, persistence, human-in-the-loop, and streaming. 28K+ stars.

DeepAgents — Multi-Step Agent Framework by LangChain

Agent harness built on LangGraph by the LangChain team. Features planning tools, filesystem backend, and sub-agent spawning for complex multi-step tasks like codebase refactoring. 16,500+ stars.

LangGraph — Build Stateful AI Agent Workflows

Framework for building stateful, multi-step AI agent workflows as graphs. LangGraph enables cycles, branching, human-in-the-loop, and persistent state for complex agent systems.

LangGraph — Stateful AI Agent Graphs by LangChain

Framework for building stateful, multi-actor AI agent applications as directed graphs. Supports cycles, branching, persistence, and human-in-the-loop patterns. By LangChain. 8,000+ stars.

Graphify — Repo Knowledge Graph + MCP

Graphify extracts docs/code into a knowledge graph and can install as an MCP/skill across Claude Code, Cursor, Codex, and Gemini CLI. Install via uv/pipx.

SwarmVault — Local-First LLM Wiki + Graph

SwarmVault turns docs/code/transcripts into a durable Markdown wiki plus a local knowledge graph for agents, with a 30-second `quickstart` CLI path.

LightRAG — Graph-Enhanced Retrieval-Augmented Generation

LightRAG integrates knowledge graphs into the RAG pipeline, enabling both low-level entity retrieval and high-level thematic search for more accurate and context-rich LLM responses.

langchain-mcp-adapters — MCP Tools in LangGraph

Use MCP servers inside LangChain/LangGraph by loading MCP tools into agents via MultiServerMCPClient, without writing one-off wrappers per server.

GitNexus — Zero-Server Code Intelligence Knowledge Graph

A client-side knowledge graph creator that turns any GitHub repository or ZIP file into an interactive visual graph with a built-in Graph RAG agent for code exploration.

Cayley — Open-Source Graph Database Inspired by Google's Knowledge Graph

Cayley is an open-source graph database written in Go, inspired by the graph infrastructure behind Google's Knowledge Graph. It supports multiple storage backends and query languages for flexible graph traversal.

DuckDB Graph Memory MCP — File-Backed Memory DB

DuckDB Graph Memory MCP is a fork of the MCP memory server that stores the knowledge graph in a DuckDB file for SQL queries and scaling beyond JSON.

MCP Toolbox Python SDKs — Use Toolbox Tools in Apps

Python SDKs that load MCP Toolbox tools as callable functions/objects, with packages for core apps, Google ADK, LangChain/LangGraph, and LlamaIndex.

langchain_data_agent — NL2SQL Data Agent CLI

NL2SQL data agent with a CLI (`data-agent`) built on LangGraph/LangChain. Ask questions in English to get SQL + results, with per-source configs.

nano-graphrag — Lightweight GraphRAG Implementation

A simple, hackable implementation of Microsoft GraphRAG that builds knowledge graphs from documents and uses graph-based retrieval for more accurate LLM question answering.

RedwoodJS — Full-Stack React Framework with GraphQL and Prisma

RedwoodJS is an opinionated full-stack JavaScript framework that combines React on the frontend with a GraphQL API and Prisma ORM on the backend, optimized for startups and rapid application development.

URQL — Lightweight Extensible GraphQL Client for React and Beyond

URQL is a highly customizable and lightweight GraphQL client for JavaScript frameworks that prioritizes simplicity and extensibility through a modular exchange-based architecture.

Paper.js — The Swiss Army Knife of Vector Graphics Scripting

An open-source vector graphics scripting framework that runs on top of the HTML5 Canvas, offering a clean scene graph, powerful path manipulation, and PaperScript for concise creative coding.

TerminusDB — Document Graph Database with Git-Like Versioning

TerminusDB is a document graph database that versions your data like Git. It stores JSON documents with graph relationships, enabling branch, merge, diff, and time-travel operations on your entire dataset.

Apache AGE — Graph Database Extension for PostgreSQL

Apache AGE (A Graph Extension) adds graph database capabilities to PostgreSQL. Query your existing Postgres data as a graph using openCypher while keeping full SQL compatibility.

Insomnia — Open-Source API Client for REST, GraphQL & gRPC

Design, debug, and test APIs with a collaborative open-source client that supports REST, GraphQL, gRPC, and WebSocket protocols.

React-Admin — Frontend Framework for Admin Apps on REST/GraphQL

A full-featured frontend framework for building single-page admin applications on top of REST or GraphQL APIs, using TypeScript, React, and Material Design.

PostGraphile — Instant GraphQL API from PostgreSQL

PostGraphile generates a high-performance, standards-compliant GraphQL API from your PostgreSQL database schema automatically. It uses database introspection to build a fully-featured API without writing resolvers.

DGL — Deep Graph Library for Scalable Graph Neural Networks

A high-performance framework for building graph neural networks on top of PyTorch, TensorFlow, or MXNet, designed for both research prototyping and production-scale graph learning.

Inkscape — Professional Open Source Vector Graphics Editor

Inkscape is a free, open-source vector graphics editor that uses SVG as its native format. It provides tools for drawing, shape manipulation, text, clones, gradients, path operations, and extensions, serving as a full-featured alternative to Adobe Illustrator for designers, illustrators, and technical artists.

React Admin — Frontend Framework for Admin Panels on REST and GraphQL

React Admin is an open-source frontend framework for building admin interfaces and internal tools on top of REST or GraphQL APIs using React and Material Design components.

Apollo Server — Production GraphQL Server for Node.js

Apollo Server is an open-source, spec-compliant GraphQL server that works with any Node.js HTTP framework. It provides schema-first development, built-in caching, federation support for microservices, and integrations with Express, Fastify, Koa, and serverless platforms.

Relay — Declarative GraphQL Data Fetching for React

Relay is a JavaScript framework by Meta for building data-driven React applications powered by GraphQL. It handles data fetching, caching, and optimistic updates with a compiler-driven approach.

Amp by Sourcegraph — Whole-Repo AI Coding Agent

Sourcegraph's Amp reads the entire repo's symbol graph before editing. Symbol-aware retrieval, no hallucinated imports, type-respecting refactors.