Memory & Knowledge Agent Skills

Long-term memory, knowledge graphs and retrieval an agent can add to and read back. 124 Memory & Knowledge agent skills on Mcprush — 124 free.

124 agent skills

Every bundle is published in full, so you can read it before you install it
Memory & Knowledge

LangChain memory integration including ConversationBufferMemory, ConversationSummaryMemory, and vector-based memory

575 ctx standalone
Free Details

Scaffold a complete knowledge system. Detects platform, conducts conversation, derives configuration, generates everything. Validates…

19.2k ctx standalone
Free Details

Semantica full-stack knowledge graph skill for context graphs, decision intelligence, explainability, extraction, reasoning…

950 ctx standalone
Free Details

Run the full Semantica semantic extraction pipeline on a file or selected text — NER, relations, events, coreference resolution, triplets…

650 ctx standalone
Free Details

Ingest data from files, databases, APIs, or streams into Semantica knowledge graphs with schema mapping and entity linking.

225 ctx standalone
Free Details

Visualize the Semantica knowledge graph — topology, centrality, communities, paths, embeddings, decision insights, and temporal evolution.

1.8k ctx standalone
Free Details

Add persistent memory to AI coding agents — file-based, vector, and semantic search memory systems that survive between sessions.

3.6k ctx standalone
Free Details

Build or update the code review knowledge graph, generate the visualization, and open it.

175 ctx standalone
Free Details

Use this skill when Zotero is the literature source of truth and the project KB should receive source notes under Sources/Papers plus…

2.8k ctx standalone
Free Details

Memory & Knowledge agent skills on mcprush, filed under one heading so the shelf can be read in one pass. The kinds are workflow, expertise, output format, voice & style and guardrail, and the one a skill belongs to, where its author declared it, is the fastest way to guess what it will do to your prompt.

What to look at before installing one is what it costs in context and what it takes away: a guardrail that refuses an action and a voice that rewrites a sentence are both skills, and only one of them will stop the agent doing something. Every skill here says what it costs in context, which kind it is where its author declared one, what it needs beside it to work and the licence it is published under, next to the publisher it came from and whether that publisher has been verified. The filters on the left narrow it further and the sort at the top decides what comes first.

A skill is not connected to anything: there is no endpoint to authorise and nothing routed through the gateway. Installing one drops a folder of instructions into the client’s own skill folder, and uninstalling it is deleting that folder. The exact line for each client is on the skill’s own page, because it differs by client rather than by skill.

0 skills selected 0 of 200k · 0%