Memory and context mcp servers

2,194 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 195ai-memory 132local-first 108knowledge-graph 95knowledge-base 59embeddings 58knowledge-management 44obsidian 40markdown 35coding-agents 28chatgpt 27context-management 27context-engineering 22long-term-memory 22

akb

73

dnotitia/akb

MCP server Claude CodeCodexCursor +2

AKB MCP stdio client — connect any AI agent to AKB knowledge base. Zero dependencies, auto-reconnect. Runs locally from the akb-mcp npm package. Needs 2 environment variables to run.

155 5d ago A tokens not measured

akb

74

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.

155 5d ago A tokens not measured

pce-memory

75

CAPHTECH/kiri

MCP server Claude CodeCodexCursor +2

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

155 6mo ago A tokens not measured original MIT

contextlattice

76

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.

152 6d ago A tokens not measured original Apache-2.0

echovault

77

mraza007/echovault

MCP server Claude CodeCodexCursor +2

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

148 1mo ago A tokens not measured original MIT

devcodex-memory

78

devcodex-labs/devcodex

MCP server Claude CodeCodexCursor +2

MCP server "devcodex-memory" as configured in devcodex-labs/devcodex. Runs mcp/memory-server.js with node.

148 3d ago A tokens not measured AGPL-3.0

memory

79

nixrajput/portfolio-nextjs

MCP server Claude CodeCodexCursor +2

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.

145 15d ago A tokens not measured original MIT

engram

80

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.

141 2mo ago A tokens not measured original Apache-2.0

memex

81

iamtouchskyer/memex

MCP server Claude CodeCodexCursor +2

Zettelkasten-based agent memory system with bidirectional links. Runs locally from the @touchskyer/memex npm package. Needs 1 environment variable to run.

141 +1 1mo ago A tokens not measured original MIT

fireauto-mem

82

imgompanda/fireauto

MCP server Claude CodeCodexCursor +2

MCP server "fireauto-mem" as configured in imgompanda/fireauto. Runs ${CLAUDE_PLUGIN_ROOT}/scripts/mem/mcp-server.cjs with node. Needs 2 environment variables to run.

140 4mo ago A tokens not measured original MIT

jollimemory

83

jolliai/jolliai

MCP server Claude CodeCodexCursor +2

MCP server "jollimemory" as configured in jolliai/jolliai. Runs ${CLAUDE_PLUGIN_ROOT}/dist/Cli.js with node.

138 3d ago A tokens not measured original Apache-2.0

technocore-chat

84

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.

134 2d ago A tokens not measured original Apache-2.0

codebase-memory

85

benseverndev-oss/goldenmatch

MCP server Claude CodeCodexCursor +2

MCP server "codebase-memory" as configured in benseverndev-oss/goldenmatch. Launched with codebase-memory-mcp.

129 3d ago A tokens not measured original MIT

docmancer

86

docmancer/docmancer

MCP server Claude CodeCodexCursor +2

Docmancer gives every coding agent on your machine one local memory, so you stop re-explaining your project to each of them. Runs locally from the docmancer Python package.

123 20d ago A tokens not measured original MIT

kept-vault

87

egroup-labs/kept

MCP server Claude CodeCodexCursor +2

MCP server "kept-vault" as configured in egroup-labs/kept. Runs ${CLAUDE_PLUGIN_ROOT}/dist/index.js with node. Needs 1 environment variable to run.

121 2mo ago A tokens not measured original MIT

alfred-memory

88

686f6c61/alfred-dev

MCP server Claude CodeCodexCursor +2

MCP server "alfred-memory" as configured in 686f6c61/alfred-dev. Runs ${CLAUDE_PLUGIN_ROOT}/mcp/memory_server.py with python3.

119 18d ago A tokens not measured original MIT

linggen

89

linggen/linggen-memory

MCP server Claude CodeCodexCursor +2

MCP server "linggen", hosted remotely, as configured in linggen/linggen-memory.

108 13d ago A tokens not measured original MIT

ling-mem

90

linggen/linggen-memory

MCP server Claude CodeCodexCursor +2

MCP server "ling-mem", hosted remotely, as configured in linggen/linggen-memory.

108 13d ago A tokens not measured original MIT

deepmem

91

deepmemteam/deepmem

MCP server Claude CodeCodexCursor +2

Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically. Remote server at deepmem.dev.

103 +5 16d ago A tokens not measured original MIT

flowing-abyss/obsidian-hybrid-search

MCP server Claude CodeCodexCursor +2

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval. Runs locally from the obsidian-hybrid-search npm package. Needs 10 environment variables to run.

101 9d ago A tokens not measured original MIT

context-mode

93

solanabr/solana-ai-kit

MCP server Claude CodeCodexCursor +2

MCP plugin that saves 98% of your context window. Works with Claude Code, Gemini CLI, VS Code Copilot, OpenCode, and Codex CLI. Sandboxed code execution, FTS5 knowledge base, and intent-driven search. Runs locally from the context-mode npm package.

98 13d ago A tokens not measured original MIT

memory-mcp

94

yuvalsuede/memory-mcp

MCP server Claude CodeCodexCursor +2

Persistent memory + git snapshots for Claude Code. Never lose context or code. Runs locally from the claude-code-memory npm package.

98 7mo ago A tokens not measured original MIT

clarilayer

95

clarilayer/clarilayer

MCP server Claude CodeCodexCursor +2

Individual-analyst context layer: recall, remember, and reconcile your data and engineering context. Remote server at clarilayer.com.

92 23d ago A tokens not measured

vouch

96

vouchdev/vouch

MCP server Claude CodeCodexCursor +2

MCP server "vouch" as configured in vouchdev/vouch. Launched with vouch serve. Needs 1 environment variable to run.

91 +1 10d ago A tokens not measured original MIT