PyPI · npm98Exceptionalhealth index

topoteretes/cogneeCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
Python · TypeScript★ 30.7K↓ 126.6K/moSep 16, 2026
crates.io · PyPI97Exceptionalhealth index

FalkorDB/FalkorDBA super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).
Rust · Python · Gherkin★ 5,669Aug 28, 2026
PyPI · npm96Exceptionalhealth index

HKUDS/LightRAG[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
Python★ 39.7KSep 17, 2026
npm · PyPI95Exceptionalhealth index

pipeshub-ai/pipeshub-aiPipesHub is an open-source platform for securely connecting enterprise knowledge to AI. Give AI agents trusted context and your team permission-aware search with verified citations across your business systems.
Python · TypeScript★ 3,757Sep 19, 2026
npm94Exceptionalhealth index

clay-good/OpenLoreDeterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.
TypeScript★ 303↓ 4,982/moSep 13, 2026
Go94Exceptionalhealth index
Go★ 21.8KSep 20, 2026
PyPI · npm94Exceptionalhealth index

doobidoo/mcp-memory-serviceOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Python · HTML · JavaScript★ 2,016↓ 8,649/moOct 15, 2026
PyPI · npm94Exceptionalhealth index

tirth8205/code-review-graphLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
Python★ 31.5K↓ 369.6K/moSep 16, 2026
npm · PyPI · Go93Exceptionalhealth index

DeusData/codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
C★ 43.7K↓ 78.5K/moSep 18, 2026
crates.io93Exceptionalhealth index
Rust★ 34↓ 5,183/moSep 9, 2026
PyPI93Exceptionalhealth index
C++ · Cypher★ 1,710↓ 362K/moSep 5, 2026
npm93Exceptionalhealth index

thedotmack/claude-memPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
TypeScript · JavaScript★ 94K↓ 78.7K/moSep 16, 2026
PyPI · npm91Excellenthealth index

Lyellr88/marm-memoryLocal-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
Python · TypeScript★ 402↓ 2,902/moSep 24, 2026
Packagist · npm91Excellenthealth index
PHP★ 631↓ 6,963/moOct 20, 2026
PyPI · npm91Excellenthealth index

xerrors/Yuxi可私有部署的多租户知识智能体平台:统一 RAG、知识图谱、多智能体、MCP/Skills、沙盒与权限管理。Self-hosted knowledge agent platform for RAG, knowledge graphs and multi-agent workflows.
Python · Vue★ 6,572↓ 47/moAug 28, 2026
npm · PyPI90Excellenthealth index

joshuaswarren/remnicOpen-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.
TypeScript★ 228↓ 37.5K/moOct 20, 2026
PyPI89Excellenthealth index

trustgraph-ai/trustgraphThe context orchestration layer powered by hypergraphs. Build a unified semantic context layer where agentic outcomes are deterministic and agent behavior is not just traceable, but cryptographically verifiable.
Python★ 2,689↓ 20.2K/moSep 8, 2026
PyPI89Excellenthealth index

yifanfeng97/Hyper-ExtractHypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
Python★ 3,937↓ 3,843/moSep 15, 2026
crates.io88Excellenthealth index

Blackcat-Informatics/purrdfPurRDF — one RDF 1.2 engine, one behavior, in Rust, Python, WebAssembly and C. Deterministic BM25 full-text search, exact GeoSPARQL 1.1 and embedding kNN answered from SPARQL, in-process, over one dataset: the three jobs a triple store usually kept PostgreSQL beside it for. Plus native codecs, RDFC-1.0, SHACL, ShEx, entailment and GTS transport.
Rust★ 45↓ 6,378/moSep 13, 2026
PyPI88Excellenthealth index

MarcoPorcellato/logseq-matryca-parserStop feeding broken Markdown to your AI. A deterministic Logseq parser that preserves parent-child context for RAG, plus a 60FPS visualizer 👓 , plus writer ✍️ append only
Python★ 28↓ 967/moSep 17, 2026
npm · PyPI88Excellenthealth index

benseverndev-oss/goldenmatchZero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.
Python · TypeScript★ 131Sep 6, 2026
npm · crates.io88Excellenthealth index

raphaelmansuy/edgequakeEdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
Rust · TypeScript★ 2,092↓ 28/moSep 13, 2026
npm87Excellenthealth index

Egonex-AI/Understand-AnythingGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
TypeScript · JavaScript★ 83KSep 16, 2026
crates.io · PyPI87Excellenthealth index

GrafeoDB/grafeoGrafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage. Grafeo supports both LPG and RDF and all major query languages.
Rust★ 793↓ 35.1K/moSep 30, 2026
PyPI87Excellenthealth index

Graphify-Labs/graphifyTurn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Python★ 118.2K↓ 1.7M/moSep 16, 2026
npm87Excellenthealth index

OriginTrail/dkgOriginTrail Decentralized Knowledge Graph (DKG) is a decentralized knowledge infrastructure for multi-agent AI memory — enabling agents to publish, verify, and query shared knowledge as cryptographically verifiable graph assets across a peer-to-peer network.
TypeScript★ 147Sep 10, 2026
Go87Excellenthealth index

agentic-research/macheIDE-style navigation for structured data — code, JSON, YAML. Jump to definitions, find callers, follow references. Available as an MCP server or a mounted folder.
Go★ 45Sep 11, 2026
npm · crates.io · PyPI87Excellenthealth index

cyberlife-coder/VelesDBThe explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the evidence path behind every recall. No cloud, no glue code — runs on server, browser, mobile and desktop.
Rust · Python★ 91↓ 4,233/moSep 5, 2026
PyPI · npm87Excellenthealth index

jagoff/memoYour coding agent starts every session with amnesia — memo fixes that, 100% on your machine. Persistent memory for Claude Code, Codex, Cursor & any MCP client: Markdown source of truth, hybrid search (MLX/CPU + sqlite-vec), time-machine, contradiction radar, nightly self-optimization. No cloud, no keys.
Python★ 18↓ 4,408/moSep 12, 2026
PyPI86Excellenthealth index

growgraph/grafloDescribe a labeled property graph once in a YAML manifest; GraFlo builds the schema and ingests records from CSV, JSON, Parquet, SQL, RDF/SPARQL, REST APIs or Kafka into ArangoDB, Neo4j, TigerGraph, FalkorDB, Memgraph, NebulaGraph, PostgreSQL or a directory on disk.
Python★ 36↓ 2,113/moOct 8, 2026