An agent's long-horizon trajectory of reasoning steps and tool invocation logs overflows the context window and must be compressed into structured, queryable memory

Verified 2026-08-10

agent-memorylibraryfree

Graphiti

temporal knowledge graphs for agent memory

Verified 2026-08-10

agent-orchestrationclifree

Hermes Agent

skill-based agent runtime with tool inventory

Verified 2026-08-10

agent-memorylibraryapi_key

Hindsight

Your agent forgets user facts and prior decisions between sessions and you need durable per-user memory with metadata isolation

Verified 2026-08-10

research-workflowskillpaid

Hyperresearch

You need a deep research report with verified citations and full source provenance, not a one-shot LLM summary that may hallucinate quotes

Verified 2026-08-10

deploy-inframcpfree

kubernetes-mcp-server

let an agent inspect Kubernetes resources through MCP

Verified 2026-08-10

agent-toolingmcpfree

mcp-server-excel

automate Excel workbook edits and formulas through MCP

Verified 2026-08-10

rag-retrievalmcpfree

mcp-youtube-transcript

give an MCP client timestamped YouTube transcript text

Verified 2026-08-10

rag-retrievalclilocal

Open Notebook

open-source notebook LM style research notes

Verified 2026-08-10

rag-retrievalclilocal

open-science

use open-science for rag retrieval

Verified 2026-08-10

agent-orchestrationclilocal

OpenFang

run an open source assistant runtime with tools, memory, workspaces, and multiple providers

Verified 2026-08-10

agent-memorymcplocal

Qdrant MCP Server

Your agent forgets decisions, snippets, and notes between sessions and you want it to store and semantically retrieve them via MCP tools

Verified 2026-08-10

agent-memorylibrarylocal

RuVector

A coding or task agent forgets decisions and outcomes between sessions and you want file-backed semantic memory it can write to and recall from later processes

Verified 2026-08-10