agentmods.dev

Memory and context MCP servers

2,017 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 201LLM 184mcp-server 183ai-memory 136model-context-protocol 135cursor 125local-first 112knowledge-graph 94embeddings 59cli 58knowledge-base 53agents 46knowledge-management 43markdown 40

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ori-memory

25

aayoawoyemi/Ori-Mnemos

MCP server Claude CodeCodexCursor +2

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search. Runs locally from the ori-memory npm package.

not rated 332 +1 17d ago A tokens not measured original Apache-2.0

context-engine

26

melonelish/context-engine

MCP server Claude CodeCodexCursor +2

Task-aware context compression for logs, RAG, and coding workflows. Runs locally from the melonelish-context-engine Python package.

not rated 329 3mo ago A Socket: warn tokens not measured original MIT

shodh-memory

27

varun29ankuS/shodh-memory

MCP server Claude CodeCodexCursor +2

One of 3 in .mcp.json

MCP server "shodh-memory" as configured in varun29ankuS/shodh-memory. Launched with bun run mcp-server/index.ts. Needs 1 environment variable to run.

not rated 309 +3 6d ago A tokens not measured original Apache-2.0

signet

28

Signet-AI/signetai

MCP server Claude CodeCodexCursor +2

MCP server "signet" as configured in Signet-AI/signetai. Launched with signet-mcp.

not rated 309 +4 4d ago A tokens not measured

contextweaver

29

hsingjui/ContextWeaver

MCP server Claude CodeCodexCursor +2

A context weaving tool for LLMs. Runs locally from the @hsingjui/contextweaver npm package.

not rated 296 +2 1mo ago A tokens not measured original MIT

pmb-ai

30

oleksiijko/pmb

MCP server Claude CodeCodexCursor +2

PMB (Personal Memory Brain) - local-first persistent memory for AI coding agents (MCP server, fully offline, no API keys). Runs locally from the pmb-ai Python package.

not rated 285 +4 24d ago A tokens not measured original Apache-2.0

yourmemory

31

sachitrafa/YourMemory

MCP server Claude CodeCodexCursor +2

Persistent memory for Claude — Ebbinghaus forgetting curve, semantic deduplication, MCP-native. Runs locally from the yourmemory Python package. Needs 1 environment variable to run.

not rated 270 28d ago A tokens not measured

knowns

32

knowns-dev/knowns

MCP server Claude CodeCodexCursor +2

MCP server "knowns" as configured in knowns-dev/knowns. Launched with knowns mcp --stdio.

not rated 248 +1 20d ago A tokens not measured original MIT

omega-memory

33

omega-memory/omega-memory

MCP server Claude CodeCodexCursor +2

MCP server "omega-memory" as configured in omega-memory/omega-memory. Launched with python3.11 -m omega.server.mcp_server.

not rated 225 +3 8d ago A tokens not measured original Apache-2.0

link

34

gowtham0992/link

MCP server Claude CodeCodexCursor +2

MCP server for Link local agent memory — remember, recall, search, context, and graph traversal. Runs locally from the link-mcp Python package.

not rated 216 +12 19d ago A tokens not measured original MIT

mengram

35

alibaizhanov/mengram

MCP server Claude CodeCodexCursor +2

MCP server "mengram", hosted remotely at mengram.io, as configured in alibaizhanov/mengram.

not rated 204 1mo ago A tokens not measured original Apache-2.0

nowledge-mem

36

nowledge-co/community

MCP server Claude CodeCodexCursor +2

MCP server "nowledge-mem", hosted remotely at 127.0.0.1, as configured in nowledge-co/community.

not rated 193 +6 today A tokens not measured

context-sync

37

Intina47/context-sync

MCP server Claude CodeCodexCursor +2

Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more. Runs locally from the @context-sync/server npm package.

not rated 190 6mo ago A tokens not measured original MIT

context-mode

38

Arman-Kudaibergenov/1c-ai-development-kit

MCP server Claude CodeCodexCursor +2

One of 3 in .mcp.json

MCP server "context-mode" as configured in Arman-Kudaibergenov/1c-ai-development-kit. Launched with cmd /c npx -y context-mode.

not rated 167 +1 4mo ago A tokens not measured AGPL-3.0

technocore-chat

39

flop-labs/technocore-chat

MCP server Claude CodeCodexCursor +2

MCP server for technocore-chat: shared rooms, durable notes and rendezvous for agents, over plain HTTP. Runs locally from the technocore-mcp Python package. Needs 2 environment variables to run.

not rated 165 +2 16d ago A tokens not measured original Apache-2.0

akb

40

dnotitia/akb

MCP server Claude CodeCodexCursor +2

Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP. Runs locally from the akb-mcp npm package. Needs 2 environment variables to run.

not rated 163 +1 2d ago A tokens not measured

vnsh

41

raullenchai/vnsh

MCP server Claude CodeCodexCursor +2

Portable workspaces for AI agents: one encrypted link any agent can read and write. Runs locally from the vnsh-mcp npm package.

not rated 158 +2 1mo ago A tokens not measured original MIT

prism-coder

42

dcostenco/prism-coder

MCP server Claude CodeCodexCursor +2

Session memory for coding agents: local-first recall, drift detection, on-device inference. Runs locally from the prism-mcp-server npm package. Needs 8 environment variables to run.

not rated 157 +1 today A tokens not measured original Apache-2.0

contextlattice

43

sheawinkler/ContextLattice

MCP server Claude CodeCodexCursor +2

Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents. Remote server at contextlattice.io.

not rated 154 1mo ago A tokens not measured original Apache-2.0

pce-memory

44

CAPHTECH/kiri

MCP server Claude CodeCodexCursor +2

PCE Memory - MCP server for Process-Context Engine. Runs locally from the pce-memory npm package.

not rated 153 7mo ago A tokens not measured original MIT

memorywhale

45

wuisabel-gif/MemWhale

MCP server Claude CodeCodexCursor +2

MCP server "memorywhale" as configured in wuisabel-gif/MemWhale. Launched with mw-mcp.

not rated 153 +1 3d ago A tokens not measured original MIT

memory

46

nixrajput/portfolio-nextjs

MCP server Claude CodeCodexCursor +2

One of 4 in .mcp.json

Gives the agent a persistent knowledge graph it can write facts to and recall across sessions. Runs locally from the @modelcontextprotocol/server-memory npm package.

not rated 151 +3 27d ago A tokens not measured original MIT

echovault

47

mraza007/echovault

MCP server Claude CodeCodexCursor +2

MCP server "echovault" as configured in mraza007/echovault. Launched with memory mcp.

not rated 150 +1 2mo ago A tokens not measured original MIT

engram

48

NickCirv/engram

MCP server Claude CodeCodexCursor +2

Ranked local code-graph context for AI coding agents. Intercepts reads + greps. Apache-2.0. Runs locally from the engramx npm package. Needs 5 environment variables to run.

not rated 143 +1 25d ago A tokens not measured original Apache-2.0

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