Collection
Research and write from your own sources
Deep-research pipelines, drafting tools and retrieval over your own documents.
94 tools · showing 25–48
PlatformChroma
CodingMemory
chroma-core
Open-source embedding/search database for retrieval and agent memory, self-hosted or cloud
vector-dbsemantic-searchhybrid-searchrag
ToolClaude-Mem
Memory
thedotmack
Compresses Claude Code sessions into a local SQLite and Chroma memory store, queryable from other agents over MCP
sqlitevector-dbragcross-session
ToolCrawl4AI
Research
unclecode
Reliable, large-scale web extraction, now built to be drastically more cost-effective. than any of the existing solutions.
scraperagplaywrightdocker
ToolGraphRAG
Coding
microsoft
Pipeline that uses LLMs to build knowledge graphs from unstructured text for retrieval-augmented generation
knowledge-graphraggptorchestration
PlatformOpenRAG
CodingMemory
langflow-ai
OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.
ragdocument-processingsemantic-searchlangflow
ToolPhoenix
Monitoring
Arize-ai
Open-source AI observability platform for tracing, evaluating, and troubleshooting LLM and agent applications
observabilityevaluationllmopsrag
ToolWrenAI
Data WranglingInterface
Canner
GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language question
productivitytext-to-sqlsemantic-layerbusiness-intelligencerag
ToolGBrain
MemoryData Wrangling
garrytan
Local knowledge brain that indexes a vault into Postgres and exposes retrieval, synthesis, and a graph over MCP
postgresknowledge-graphraglocal-first
ToolHindsight
Memory
vectorize-io
Agent memory system that stores and retrieves long-term memories so agents learn across sessions, not just recall history
long-term-memorydockerevaluationrag
PlatformNeo4j
Memory
neo4j
Graph database used as agent memory and the store behind GraphRAG.
knowledge-graphgraphragvector-db
ToolWeKnora
MemoryCoding
Tencent
Self-hostable document-knowledge framework combining RAG Q&A, a ReAct reasoning agent, and auto-generated wikis
ragreact-agentknowledge-basevector-db
FrameworkDocker Agent
Deployment
docker
Docker Agent ships a full agent runtime as a Docker plugin: define agents in YAML, run with docker agent run, distribute
dockeroci-registryyaml-configmulti-agent
ToolHelixDB
Memory
HelixDB
HelixDB collapses Postgres + Qdrant + Neo4j into one Rust process on LMDB. Single access path: HelixQL queries, compiled
vector-dbknowledge-graphrag
ToolOpenDataLoader PDF
Data Wrangling
opendataloader-project
Extract Markdown, JSON (with bounding boxes), and HTML from any PDF.
document-processingocraccessibilityrag
ToolVoltAgent
CodingInterfaceMonitoring
VoltAgent
TypeScript framework and console for building, observing, and operating AI agents
ragobservabilityorchestrationmcp-server
ToolCognee
Memory
topoteretes
Open-source AI memory platform that builds a self-hosted knowledge graph to give agents persistent long-term memory
knowledge-graphragvector-dblocal-first
ToolEverOS
Memory
EverMind-AI
Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Herme
raglocal-firstmarkdownsqlite
FalkorDB
CodingDeployment
FalkorDB
Graph database using sparse-matrix representation and linear algebra, aimed at knowledge graphs for LLMs
knowledge-graphgraphrag
ToolDeepEval
Coding
confident-ai
Open-source framework for unit-testing and evaluating LLM apps with ready-made metrics that run locally
evaluationragpytest
Graphiti
Memory
getzep
Graphiti is a framework for building and querying temporal context graphs for AI agents.
knowledge-graphtemporal-graphragneo4j
ToolLEANN
Memory
StarTrail-org
Stop storing embeddings, and still keep your recall. LEANN is a low‑storage vector index that recomputes embeddings on t
vector-dbraglocal-firstlow-storage
ToolLocal Deep Research
Research
LearningCircuit
Self-hosted assistant that runs iterative, cited research across search engines with local or cloud LLMs
productivitylocal-firstragcitationsollama
ToolPaddleOCR
Data Wrangling
PaddlePaddle
OCR toolkit that converts PDFs and images into structured Markdown or JSON, with text, table, formula, and layout recognition
productivityocrdocument-processingtable-recognitionvision-language-model
ToolPageIndex
MemoryResearch
VectifyAI
PageIndex: Document Index for Vectorless, Reasoning-based RAG.
ragvectorless-retrievaldocument-processingmcp-server