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Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.
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Memory and context Official MCP Registry Local
CO
Compartment io.github.MaxFreedomPollard/compartment 1.8 · 36/100 Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud.
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Memory and context Official MCP Registry Local
ME
MemoryGuard io.github.MerakOsiris/memoryguard 1.8 · 36/100 Local-first governed MCP memory backend for coding agents.
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Coding agent tools Official MCP Registry Local
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Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.
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Memory and context Official MCP Registry Local
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One shared, persistent memory across AI agents and systems, with semantic recall and live updates.
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Memory and context Official MCP Registry Local
OP
OpenMyMemo io.github.MyMemoAI/openmymemo 1.8 · 36/100 Your AI memory as a local folder you own. Every app shares it; you see and can undo each change.
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Files and storage Official MCP Registry Local
CO
cogvault io.github.NBibikov/cogvault 1.8 · 36/100 Local hybrid-search memory for AI agents over plain Markdown. Multi-tenant, offline, no LLM.
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Office documents and spreadsheets Official MCP Registry Local
GE
Genome io.github.NORTHTEKDevs/genome 1.8 · 36/100 Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable.
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Memory and context Official MCP Registry Local
AS
Astria io.github.Nodesify/astria 1.8 · 36/100 Turn any codebase into a queryable knowledge graph — offline-first, zero API keys.
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Developer tools Official MCP Registry Local
NA
nanomem io.github.OmBansod2/nanomem 1.8 · 36/100 Memory that knows when a remembered fact has been replaced, not just when it was written.
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Memory and context Official MCP Registry Local
VA
Vault io.github.RajdeepDas43/context-vault 1.8 · 36/100 Governed memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit.
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Memory and context Official MCP Registry Local
RE
Recall io.github.RecallWorks/recall 1.8 · 36/100 Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.
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Memory and context Official MCP Registry Local
MI
Mindtrail io.github.RohitDeshmukh-1/mindtrail 1.8 · 36/100 Persistent, local-first memory for AI coding agents. Remember, recall and forget across sessions.
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Memory and context Official MCP Registry Local
GR
Graphkeeper io.github.RudrenduPaul/graphkeeper 1.8 · 36/100 Mines git history for file co-change patterns into a queryable knowledge graph via MCP.
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Git and code hosting Official MCP Registry Local
ME
Memtrust io.github.RudrenduPaul/memtrust 1.8 · 36/100 Independent, reproducible benchmark harness for agent-memory backends.
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Memory and context Official MCP Registry Local
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Append-only event log for cross-agent context/memory sharing via 3 MCP tools.
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Model and agent tools Official MCP Registry Local
RM
rmbr io.github.SRock44/rmbr 1.8 · 36/100 Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.
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Databases Official MCP Registry Local
MI
Mindswap io.github.ShipOrBleed/mindswap 1.8 · 36/100 Local-first AI context and memory server for cross-tool coding continuity.
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Memory and context Official MCP Registry Local
TE
Telemem io.github.TeleAI-UAGI/telemem 1.8 · 36/100 Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
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Memory and context Official MCP Registry Local
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Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.
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Memory and context Official MCP Registry Local