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Memory and context
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Mnemodb dev.mnemodb/mnemodb

Persistent agent memory as plain Markdown in your repo - readable, diffable, with provenance.

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Memory and context Official MCP Registry · npm Local APACHE-2.0
CP Memory io.github.CJhuochai/cp-memory

Local-first, governable long-term memory for AI coding agents

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Memory and context Official MCP Registry · PyPI Local MIT
openchronicle-mcp io.github.CSOAI-ORG/openchronicle-mcp

Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o

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Databases Official MCP Registry · PyPI Local AGPL-3.0-ONLY
Project Memory io.github.Dankaro-projects/project-memory

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

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Memory and context Official MCP Registry · PyPI Local MIT
Tensorcad io.github.Filip-Pajalic/tensorcad

Design transformer LLM architectures and report their parameters, FLOPs, memory and cost

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Memory and context Official MCP Registry · npm Local MIT
Dense Knowledge io.github.Lucky44k/dense-knowledge-mcp

Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.

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Search and retrieval (RAG) Official MCP Registry · PyPI Local MIT
Marm io.github.Lyellr88/marm-mcp-server

Universal MCP Server with advanced AI memory capabilities and semantic search.

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Memory and context Official MCP Registry · PyPI Local APACHE-2.0
fish-bridge — Session Knowledge Graph io.github.MakeaMouse/fish-bridge-mcp

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

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Memory and context Official MCP Registry · PyPI Local MIT
Montycat MCP - Shared Memory for AI Agents io.github.MontyGovernance/montycat-mcp

Shared, persistent memory for AI agents, with semantic recall and live updates.

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Memory and context Official MCP Registry · PyPI Local MIT
Pseudolife Memory io.github.Pseudogiant-xr/pseudolife-mcp

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.

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Memory and context Official MCP Registry · PyPI Local APACHE-2.0
MCP Memory Graph io.github.RetroRobAI/mcp-memory-graph

Authority-weighted memory graph for AI agents with conflict detection and semantic search.

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Memory and context Official MCP Registry · PyPI Local MIT
Graph-Mem io.github.Sathvik-1007/graphmem-mcp

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

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Memory and context Official MCP Registry · PyPI Local MIT
Kirok Memory io.github.TadFuji/kirok-mcp

Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation

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Memory and context Official MCP Registry · PyPI Local MIT
Vayl io.github.ac12644/vayl

Reconciling memory for AI agents: a changed fact retires the old value, with history and approval.

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Memory and context Official MCP Registry · PyPI Local APACHE-2.0
mcp-pharma io.github.atomno-mcp/mcp-pharma

Drug reference: GRLS, VEDL prices, Roszdravnadzor series recalls. Not medical advice.

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Science and research Official MCP Registry · PyPI Local MIT
Dejo io.github.dejohq/dejo-mcp

A browser your AI agent remembers. Learn a site once, replay it in one call, zero model calls.

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Browser automation Official MCP Registry · PyPI Local MIT
FactMem io.github.gordonkjlee/factmem

A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.

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Memory and context Official MCP Registry · npm Local MIT
Memshelf io.github.ignatenkofi/memshelf-mcp

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

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Git and code hosting Official MCP Registry · PyPI Local MIT
Tacitus io.github.ionasrobert/tacitus-mcp-server

Long-term memory for AI agents: local-first PKM with provenance and hybrid search.

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Memory and context Official MCP Registry · npm Local MIT
Cambium io.github.jarmstrong158/cambium

Knowledge-lifecycle MCP: turn agent work into memory, recall it across projects, promote to org.

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Memory and context Official MCP Registry · PyPI Local POLYFORM-NONCOMMERCIAL-1.0.0

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