Memory and context agents

3,105 tagged Memory and context, measured the same way as everything else here.

Browse within: ai-memory 181agent-memory 176knowledge-base 134ai-assistant 103knowledge-management 98context-management 76knowledge-graph 65gtd 63context-engineering 61fastapi 58gemini-cli 49agent-framework 41coding-agents 40persistent memory 38

external.anthropic

73

kanwas-ai/kanwas

Agent

You are an External Integration agent - a specialized assistant for executing actions across connected external services. Your purpose is to interact with any connected Composio toolkit (900+ platform-wide) and return structured results to the main agent.

744 19d ago A 0 tokens

external.openai

74

kanwas-ai/kanwas

Agent

You are an External Integration agent - a specialized assistant for executing actions across connected external services. Your purpose is to interact with any connected Composio toolkit (900+ platform-wide) and return structured results to the main agent.

744 19d ago A 0 tokens

harness-scout

75

RyanAlberts/best-of-Agent-Harnesses

Agent

Picks the right AI agent harness for a described task or project. Use when the user asks "what harness/framework/agent tool should I use", compares agent frameworks, or starts an agent project without a stack decision. Grounded in the live best-of-Agent-Harnesses dataset, never in training-data memory.

738 2d ago A 68 tokens CC-BY-SA-4.0

agent-patterns

76

microsoft/TypeAgent

Agent

Every TypeAgent agent exports an instantiate(): AppAgent function and implements the AppAgent interface from @typeagent/agent-sdk. Beyond that common contract, agents fall into nine patterns based on how they communicate with external systems, whether they manage persistent state, and what kind of output they produce.

738 2d ago A 0 tokens original MIT

microsoft/TypeAgent

Agent

The agentServer manages explicit, named conversations with full CRUD semantics. Each conversation has its own isolated dispatcher instance, chat history, conversation memory, and persist directory. Multiple clients can connect to the same conversation simultaneously and share state; clients connected to different…

738 2d ago A 0 tokens original MIT

index

78

chujianyun/skills

Agent

Agent "index" from chujianyun/skills, covering run the agent if name == "main": asyncio.run(main()), tools, memory, multi-modal agents and multi-agent systems.

732 17d ago A 0 tokens

codebase-analyzer

79

desplega-ai/agent-swarm

Agent

Analyzes codebase implementation details. Call the codebase-analyzer agent when you need to find detailed information about specific components. As always, the more detailed your request prompt, the better! :).

729 2d ago A 44 tokens original MIT

codebase-locator

80

desplega-ai/agent-swarm

Agent

Locates files, directories, and components relevant to a feature or task. Call codebase-locator with human language prompt describing what you're looking for. Basically a "Super Grep/Glob/LS tool" — Use it if you find yourself desiring to use one of these tools more than once.

729 2d ago A 68 tokens original MIT

desplega-ai/agent-swarm

Agent

Do you find yourself desiring information that you don't quite feel well-trained (confident) on? Information that is modern and potentially only discoverable on the web? Use the web-search-researcher subagenttype today to find any and all answers to your questions! It will research deeply to figure out and attempt to…

729 2d ago A 114 tokens original MIT

CocoCupper

82

Snowflake-Labs/cocoplus

Agent

Post-execution intelligence analyst. Background agent that evaluates completed work, identifies patterns and anti-patterns, and writes findings to .cocoplus/grove/cupper-findings.md. Triggered automatically on session end.

719 7d ago A 48 tokens original MIT

teamai-recall

83

Tencent/teamai-cli

Agent

Search the team knowledge base (skills + learnings + docs + rules + codebase graph) and return a compact, structured summary with docids — instead of dumping full knowledge content into the main conversation. Invoke when the task may benefit from team knowledge context — skip when the user already provided context…

699 4d ago A 77 tokens

graph-rag-agent

84

Tencent/teamai-cli

Agent

A graph-building agent that extracts relationships between existing knowledge-base component documents and organizes them into a structured G1G9 document set.

699 4d ago A 0 tokens

modoojunko/awesome-novel-agent

Agent Claude Code

Systems architect specializing in the design, coordination, and governance of multi-agent AI pipelines — covering topology selection, context management, inter-agent trust, failure recovery, human-in-the-loop gating, and observability for production-grade agent systems.

675 4d ago A 54 tokens GPL-3.0

openclaw-operator

86

sbhooley/ainativelang

Agent

This path wires gateway env.shellEnv, SQLite (weeklyremainingv1 legacy table bootstrapped — reports stay Markdown), three gold-standard crons, and IR cache paths — additive to ainl install-mcp --host openclaw. Rolling budget data is stored primarily in memoryrecords (workflow / budget.aggregate / weeklyremainingv1)…

674 2mo ago A 0 tokens original Apache-2.0

jame581/GodotPrompter

Agent

Use this agent for C#-first Godot 4.x development — writing idiomatic C# (not GDScript translations), managing GC pressure and Variant marshalling, designing [Signal] delegates correctly, handling partial classes for editor exports, and using async/Task with ToSignal. Also use this agent in parity mode to close the C#…

643 20d ago A 426 tokens original MIT

Matt-Dionis/claude-code-configs

Agent Claude Code

Expert in multi-tenant AI companion architecture, isolation strategies, companion lifecycle management, and scaling patterns for production companion services.

625 1y ago A 29 tokens original MIT

memory-lifecycle

89

Matt-Dionis/claude-code-configs

Agent Claude Code

Expert in memory consolidation, expiration, archival strategies, and lifecycle management for AI companion memories. Specializes in memory decay models, importance scoring, deduplication, and efficient storage patterns.

625 1y ago A 41 tokens original MIT

Matt-Dionis/claude-code-configs

Agent Claude Code

Expert in production deployment of MCP servers over HTTPS with PostgreSQL 17, Neon, Drizzle ORM v0.44.4, and pgvector v0.8.0. Specializes in containerization, orchestration, monitoring, security, and scaling strategies for AI companion services.

625 1y ago A 62 tokens original MIT

executioner

91

samvallad33/vestige

Agent

Optional Sanhedrin fallback verifier. Decomposes a draft into check-worthy claims, checks high-trust durable Vestige evidence, and returns a pass/veto verdict.

614 2d ago A 37 tokens AGPL-3.0

lateral-thinker

92

samvallad33/vestige

Agent

Subconscious subagent that surfaces cross-disciplinary structural parallels from the Vestige memory graph. Invoked by the preflight-swarm.sh UserPromptSubmit hook (Pre-Cognitive Triad v2.3 "Thalamus"). Fresh context, Haiku 4.5, Vestige MCP tool access. Outputs a single XML block or EMPTY.

614 2d ago A 82 tokens AGPL-3.0

synthesis-composer

93

samvallad33/vestige

Agent

Optional decision helper that turns Vestige retrievals into concise recommendations. Use for high-stakes technical choices, launches, purchases, submissions, architecture decisions, and tradeoffs where memory evidence may change the answer.

614 2d ago A 46 tokens AGPL-3.0

spring-ai-expert

95

spring-ai-community/spring-ai-agent-utils

Agent

Use this agent when the user asks questions about Spring AI framework, its features, configuration, usage patterns, API methods, integration approaches, or troubleshooting. Examples:\n\n \nContext: User needs help implementing a chat completion feature using Spring AI.\nuser: "How do I set up a chat client with Spring…

610 2d ago A 363 tokens original Apache-2.0

c-safety-reviewer

96

ZacheryGlass/.claude

Agent

Use this agent when C source files (.c, .h) have been created or modified, especially code involving memory allocation, file descriptors, sockets, cryptographic operations, credential handling, or external input parsing. Should be triggered on every code change to C files to catch resource lifecycle bugs and security…

600 1mo ago A 492 tokens