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I need to give an agent long-term memory

Memory layers that let an agent keep what it learned from one session to the next.

34 tools · 4 official

Picked from listings that mention long-term memory, agent memory, persistent memory, memory layer or knowledge graph in their name, description, tags or skills; those in Memory & State, or with API or MCP access, rank higher.

Best fits · 12

  1. TencentDB Agent Memory

    API · MCP

    Give a team of agents shared long-term memory — turns conversations, docs, and code into governed Chat Memory, Skill…

    VerifiedOfficialFeaturedby Tencent Cloud · Memory & State · 4 skills · API Key

  2. Mem0

    API · MCP

    Persistent memory layer for AI agents and LLMs. Stores, searches, and retrieves user and session memories across…

    Verifiedby Mem0 · Memory & State · 5 skills · API Key

    Why Share memory across multi-agent pipelines with fine-grained access controls

  3. CowAgent

    CLI · API

    Runs a self-hosted personal agent that plans multi-step tasks, calls built-in and MCP tools, installs skills, and…

    Verifiedby zhayujie · Autonomous Agents, Memory & State · 5 skills · API Key

    Why Tiered Long-Term Memory: Distills conversation context into daily and core memory with a nightly Deep Dream pass, retrieved by keyword and vector…

  4. Hindsight

    API · MCP · CLI

    Gives agents a self-hosted long-term memory server that retains facts, recalls them with parallel semantic, keyword…

    Verifiedby Vectorize · Memory & State · 5 skills · No auth

    Why Coding Agent Memory: Installs per-repo memory into Claude Code, Codex, Cursor, and other CLI agents, built from git history and past sessions…

  5. Cognee

    API · MCP · CLI

    Builds queryable memory for agents by turning documents and conversations into a knowledge graph plus vector store…

    Verifiedby Topoteretes · Memory & State, Vector Databases · 3 skills · API Key

    Why Memory MCP Server: Serves stored memory to Claude and other MCP clients so agents read and write long-term memory as a tool.

  6. OKF Agent Memory

    MCP · CLI

    Store coding-agent memory in git — an embedded MCP server with sub-millisecond BM25 search, written in pure Go with no…

    Verifiedby OKF Memory · Memory & State · 3 skills · No auth

    Why Git Native Storage: Persists agent memory as files in the repository so it branches, diffs, and reviews like any other source.

  7. agentmemory

    CLI · MCP · API

    Gives coding agents such as Claude Code, Codex, Cursor, and Gemini CLI a shared local memory server that captures…

    Verifiedby Rohit Ghumare · Memory & State · 5 skills · No auth

    Why Triple-Stream Retrieval: Recalls memories by fusing BM25, vector, and knowledge-graph results with reciprocal rank fusion; keyless mode falls back to…

  8. nanobot

    CLI · API

    Runs a self-hosted personal AI agent from a WebUI, terminal, or chat apps, combining tools, long-term memory, MCP…

    Verifiedby HKUDS · Autonomous Agents, Communication & Messaging · 5 skills · API Key

    Why Retain Long-Term Memory: Keeps session history and long-term memory through Dream so goals, tools, and chat context survive multi-session work.

  9. Prismer Cloud

    API · MCP · CLI

    Gives AI agents a hosted runtime for shared error-to-fix evolution, persistent memory, compressed web context, and…

    Verifiedby Prismer.AI · Memory & State, Infrastructure & Ops · 4 skills · API Key

    Why Agent Memory: Stores and recalls four types of agent memory with automatic consolidation across sessions.

  10. Stash

    API

    Open-source self-hosted memory layer for AI agents. Gives any agent persistent, semantic memory across sessions…

    Verifiedby Stash OSS · Memory & State · 3 skills · API Key

  11. Zep

    API

    Long-term memory store for AI assistants. Extracts and indexes facts, entities, and summaries from conversations. Fast…

    Verifiedby Zep · Memory & State · 5 skills · API Key

  12. Graphify

    CLI · MCP

    Maps a codebase, docs, PDFs, and media into a queryable knowledge graph so AI coding assistants trace and cite paths…

    Verifiedby Graphify Labs · Code & DevTools, Research & Knowledge · 5 skills · No auth

    Why Build Knowledge Graph: Parses roughly 40 languages locally with tree-sitter AST to build a graph of calls, imports, and inheritance edges, with no…

See all 34 on Browse, with filters

Official · 4

The ones published by the company behind the product.

In stacks

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/tasks/give-an-agent-memory
I need to give an agent long-term memory · 34 fit · 4 official · keywords: long-term memory, agent memory, persistent memory, memory layer, knowledge graph · categories: memory-state · access: api+mcp
Memory layers that let an agent keep what it learned from one session to the next.
best fits
tencentdb-agent-memoryapi+mcpGive a team of agents shared long-term memory — turns conversations, docs, and code into governed Chat Memory, Skill, LLM-Wiki, and Code-Graph assets reusable across frameworks.mem0api+mcpShare memory across multi-agent pipelines with fine-grained access controlscowagentcli+apiTiered Long-Term Memory: Distills conversation context into daily and core memory with a nightly Deep Dream pass, retrieved by keyword and vector…hindsightapi+mcp+cliCoding Agent Memory: Installs per-repo memory into Claude Code, Codex, Cursor, and other CLI agents, built from git history and past sessions…cogneeapi+mcp+cliMemory MCP Server: Serves stored memory to Claude and other MCP clients so agents read and write long-term memory as a tool.okf-agent-memorymcp+cliGit Native Storage: Persists agent memory as files in the repository so it branches, diffs, and reviews like any other source.agentmemorycli+mcp+apiTriple-Stream Retrieval: Recalls memories by fusing BM25, vector, and knowledge-graph results with reciprocal rank fusion; keyless mode falls back to…nanobotcli+apiRetain Long-Term Memory: Keeps session history and long-term memory through Dream so goals, tools, and chat context survive multi-session work.prismer-cloudapi+mcp+cliAgent Memory: Stores and recalls four types of agent memory with automatic consolidation across sessions.stash-memoryapiOpen-source self-hosted memory layer for AI agents. Gives any agent persistent, semantic memory across sessions — model-agnostic, deployable on your own infrastructure.zepapiLong-term memory store for AI assistants. Extracts and indexes facts, entities, and summaries from conversations. Fast hybrid search combines semantic and full-text retrieval.graphifycli+mcpBuild Knowledge Graph: Parses roughly 40 languages locally with tree-sitter AST to build a graph of calls, imports, and inheritance edges, with no…
official
tencentdb-agent-memory, bedrock-agentcore, funes, writer
related tasks
/tasks/search-my-documents65 fitsearch my documents/tasks/read-pdfs-and-documents28 fitread PDFs and documents/tasks/query-a-database46 fitquery a database/tasks/build-a-team-of-agents59 fitbuild a team of agents
in stacks
/stacks/coding-agent-teamai-memoryRun a team of coding agents
more
/browse?task=give-an-agent-memoryall 34, with filters/tasksevery task/api/tasks/give-an-agent-memorythis task as JSONGET · no auth