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Memory and context
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Exomem io.github.Artexis10/exomem

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

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Docs and knowledge bases Official MCP Registry Local
Genesys Memory io.github.Astrix-Labs/genesys-memory

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

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Memory and context Official MCP Registry Local
Seam Runtime io.github.BlackhatShiftey/seam-runtime

SEAM: local-first memory runtime for AI agents, with retrieval and glassbox provenance over MCP.

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Memory and context Official MCP Registry Local
Metis io.github.BrightbeamAI/metis

Governed tacit memory for AI agents: reviewed expert know-how, given only where conditions match

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Memory and context Official MCP Registry Local
Memory Search io.github.CSOAI-ORG/memory-search-mcp

Memory Search MCP Server by MEOK AI Labs

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Memory and context Official MCP Registry · PyPI Local
Rag Knowledge Graph io.github.CSOAI-ORG/rag-knowledge-graph-mcp

Rag Knowledge Graph MCP Server by MEOK AI Labs

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Memory and context Official MCP Registry · PyPI Local
Vector Knowledge Graph io.github.CSOAI-ORG/vector-knowledge-graph-mcp

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

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Memory and context Official MCP Registry · PyPI Local
Cairn Remembers io.github.CairnRemembers/cairn-remembers

Local memory your AI tools share: decisions, notes and corrections that carry across sessions.

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Memory and context Official MCP Registry Local
Claude Find io.github.Cavinooo/claude-find

Pull Deep Memory from across your Claude Code Sessions — when you need it.

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Memory and context Official MCP Registry Local
CPersona io.github.Cloto-dev/cpersona

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

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Databases Official MCP Registry Local
inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail io.github.DanceNitra/inspeximus

Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.

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Memory and context Official MCP Registry Local
Mnemo io.github.DanceNitra/mnemo

Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

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Memory and context Official MCP Registry Local
Ace io.github.Dw-Dwain/ace-context-mcp

Local-first memory for AI chats: save context in one chat, load it in any other via MCP.

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Communication and chat Official MCP Registry Local
Fimemory io.github.FutureAiIndustries/fimemory

Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.

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Files and storage Official MCP Registry Local
Misakanet io.github.Ikalus1988/misakanet

Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.

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Memory and context Official MCP Registry Local
Memograph io.github.Indhar01/memograph

Graph-based memory system for LLMs with knowledge graphs and semantic search.

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Memory and context Official MCP Registry Local
Persome io.github.Intuition-Lab/personal-model

Local-first personal memory and model server for trusted MCP agents on macOS.

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Memory and context Official MCP Registry Local
loci io.github.IvenKooLab/loci

Cross-session memory and hybrid RAG over your notes and docs. Local-first, with cited answers.

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Docs and knowledge bases Official MCP Registry Local
Lethe io.github.JesusGarcia9009/lethe

Context GC for LLM agents: offload large tool outputs and recall them to save tokens.

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Memory and context Official MCP Registry Local
Khiip io.github.KhiipAI/khiip

Capture the web, keep your copy as plain Markdown, and recall it by meaning. Local-first daemon.

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Office documents and spreadsheets Official MCP Registry Local

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