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Memory and context
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First io.github.XJTLUmedia/context-first-mcp

37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.

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DevOps and infrastructure Official MCP Registry · npm Local 24 a week MIT
Echocache io.github.kskurtveit/echocache

MCP server caching expensive LLM responses: HTTP-style freshness plus semantic recall.

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Memory and context Official MCP Registry · npm Local 24 a week MIT
Domain Memory io.github.mashware/domain-memory

Local-first MCP server serving a project's business-domain knowledge to MCP-compatible agents.

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Memory and context Official MCP Registry · npm Local 24 a week APACHE-2.0
Opentargets io.github.pipeworx-io/opentargets

Open Targets MCP — disease/target/drug knowledge graph.

100% up · 30 days

Memory and context Official MCP Registry · npm Local Remote 24 a week MIT
Memory io.github.sharedmemoryai/memory

Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

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Memory and context Official MCP Registry · npm Local 24 a week MIT
Vector Memory io.github.NeerajG03/vector-memory

Semantic document memory using Redis vector store. Save and recall files with natural language.

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Memory and context Official MCP Registry · PyPI Local MIT
Logic ai.nocturnus/logic-server

Agent reasoning, memory, and token-optimized context for AI applications.

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Memory and context Official MCP Registry · npm Local 34 a week BUSL-1.1
Gctrl io.github.GCTRL-TECH/gctrl

Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.

Version check not run yet

Memory and context Official MCP Registry · npm Local 23 a week AGPL-3.0-OR-LATER
Nuzo Memory io.github.fabionfsc/nuzo-memory

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

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Memory and context Official MCP Registry · npm Local 23 a week APACHE-2.0
Wikimoth io.github.juliangeymonat-jpg/wikimoth

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

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Memory and context Official MCP Registry · npm Local 23 a week APACHE-2.0
Uuaid io.github.uuaid/mcp

Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent.

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Memory and context Official MCP Registry · npm Local 23 a week APACHE-2.0
Smara io.github.parallelromb/smara

Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring.

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Memory and context Official MCP Registry · npm Local 11 a week MIT
@mehrad77/hippocampus io.github.mehrad77/hippocampus-cli

Shared, curated memory for a party of AI agents — an Obsidian vault run like a TTRPG campaign wiki.

Version check not run yet

Docs and knowledge bases npm Local 2.4k a week AGPL-3.0-ONLY
Project Knowledge io.github.batook22/project-knowledge-mcp

Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

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Developer tools Official MCP Registry · npm Local 22 a week MIT
Mindmap io.github.ravi-labs/mindmap-mcp-server

Local-first memory & context-handoff across AI tools — capture in one, resume in another. No cloud.

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Memory and context Official MCP Registry · npm Local 22 a week APACHE-2.0
Monet io.github.team-monet/monet

Local-first, state-centric memory for coding agents. MCP server + CLI.

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Coding agent tools Official MCP Registry · npm Local 22 a week AGPL-3.0-ONLY
Neurodivergent Memory io.github.jmeyer1980/neurodivergent-memory

Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.

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Memory and context Official MCP Registry · npm Local 33 a week MIT
@egchq/egc io.github.fmarzochi/egc

EGC is a local-first MCP runtime that gives every AI agent the same brain: persistent shared memory, security guardrails, and up to 90% token savings across 20 AI coding tools.

Version check not run yet

Memory and context npm Local 48 a week APACHE-2.0
Webgate io.github.x-monk/mcp-webgate

Web search that doesn't wreck your AI's memory.

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Web search and scraping Official MCP Registry Local
Agentram io.github.seanmarkwei/agentram-mcp

Model Context Protocol server for AgentRAM. Persistent memory for AI agents.

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Memory and context Official MCP Registry · npm Local 21 a week MIT

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