Memory and context mcp servers

2,236 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 193ai-memory 132local-first 105knowledge-graph 94embeddings 57knowledge-base 55knowledge-management 45obsidian 40markdown 36coding-agents 27chatgpt 26context-management 26context-engineering 22long-term-memory 22

zikkaron

121

amanhij/Zikkaron

MCP server Claude CodeCodexCursor +2

Biologically-inspired persistent memory engine for Claude Code. Runs locally from the zikkaron Python package.

62 5mo ago A tokens not measured original MIT

vision-memory-mcp

122

putervision/vision-memory-mcp

MCP server Claude CodeCodexCursor +2

Local visual UI cache for AI agents using perceptual hashing + CLIP to cut vision token use. Runs locally from the @putervision/vision-memory-mcp npm package.

60 +5 13d ago A tokens not measured

memory-vault

123

MihaiBuilds/memory-vault

MCP server Claude CodeCodexCursor +2

MCP server "memory-vault" as configured in MihaiBuilds/memory-vault. Runs in Docker (ghcr.io/mihaibuilds/memory-vault-mcp:1.4.0). Needs 5 environment variables to run.

60 4d ago A tokens not measured original MIT

memory

124

OkminLee/everything-claude-code-ios

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.

58 5mo ago A tokens not measured copy · 92% MIT

chatcrystal

125

ZengLiangYi/ChatCrystal

MCP server Claude CodeCodexCursor +2

Local-first AI PKM memory for coding conversations. Runs locally from the chatcrystal npm package. Needs 2 environment variables to run.

57 +2 2mo ago A tokens not measured original Apache-2.0

tela

126

zcag/tela

MCP server Claude CodeCodexCursor +2

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki. Runs locally from the tela-mcp npm package. Needs 2 environment variables to run.

55 5d ago A tokens not measured AGPL-3.0

smart-connections-mcp

127

msdanyg/smart-connections-mcp

MCP server Claude CodeCodexCursor +2

Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private. Runs locally from the smart-connections-mcp npm package. Needs 1 environment variable to run.

55 +1 11d ago A tokens not measured original MIT

mem-lite

128

sdsrss/claude-mem-lite

MCP server Claude CodeCodexCursor +2

MCP server "mem-lite" as configured in sdsrss/claude-mem-lite. Runs ${CLAUDE_PLUGIN_ROOT}/scripts/launch.mjs with node.

54 7d ago A tokens not measured original MIT

crosslink-knowledge

129

Corvidae-Coding-Projects/Thermite

MCP server Claude CodeCodexCursor +2

MCP server "crosslink-knowledge" as configured in Corvidae-Coding-Projects/Thermite. Runs locally from the .claude/mcp/knowledge-server.py Python package.

53 +1 25d ago A tokens not measured original MIT

memory

130

luminarylane/fal-mcp-server

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. Needs 1 environment variable to run.

52 4mo ago A tokens not measured original MIT

allpepper-memory-bank

131

luminarylane/fal-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for remote management of project memory banks. Runs locally from the @allpepper/memory-bank-mcp npm package. Needs 1 environment variable to run.

52 4mo ago A tokens not measured original MIT

obsidian-wiki

132

MarcusJellinghaus/mcp-workspace

MCP server Claude CodeCodexCursor +2

MCP server "obsidian-wiki" as configured in MarcusJellinghaus/mcp-workspace. Launched with cmd /c npx -y obsidian-mcp ${USERPROFILE}\Documents\GitHub\obsidian-dev-wiki.

50 yesterday A tokens not measured original MIT

obsidian-sync-mcp

133

es617/obsidian-sync-mcp

MCP server Claude CodeCodexCursor +2

Give AI agents access to your Obsidian vault via local files or Self-hosted LiveSync. Runs locally from the obsidian-sync-mcp npm package. Needs 11 environment variables to run.

50 +1 3d ago A tokens not measured original MIT

iwe-knowledge

134

TserenTserenov/FMT-exocortex-template

MCP server Claude CodeCodexCursor +2

MCP server "iwe-knowledge", hosted remotely at mcp.aisystant.com, as configured in TserenTserenov/FMT-exocortex-template.

48 yesterday A tokens not measured original MIT

code-memory

135

kapillamba4/code-memory

MCP server Claude CodeCodexCursor +2

A deterministic, high-precision code intelligence MCP server. Runs locally from the code-memory Python package. Needs 2 environment variables to run.

48 3mo ago A tokens not measured original MIT

agentcairn

136

ccf/agentcairn

MCP server Claude CodeCodexCursor +2

Local-first agent memory: an Obsidian markdown vault as source of truth, with a rebuildable DuckDB index. Runs locally from the agentcairn Python package. Needs 1 environment variable to run.

48 +2 5d ago A tokens not measured original Apache-2.0

ruflo

137

aimasteracc/tree-sitter-analyzer

MCP server Claude CodeCodexCursor +2

Ruflo - Enterprise AI agent orchestration platform. Deploy 60+ specialized agents in coordinated swarms with self-learning, fault-tolerant consensus, vector memory, and MCP integration. Runs locally from the ruflo npm package. Needs 6 environment variables to run.

47 3d ago A tokens not measured original MIT

lean-memory

138

Wuesteon/lean-memory

MCP server Claude CodeCodexCursor +2

Agent-first read-only verification console for lean-memory. Runs locally from the lean-memory-console Python package.

47 26d ago A tokens not measured original Apache-2.0

rag-memory-mcp

139

ttommyth/rag-memory-mcp

MCP server Claude CodeCodexCursor +2

Advanced MCP server for RAG-enabled memory through a knowledge graph with vector search. Runs locally from the rag-memory-mcp npm package.

47 1y ago A tokens not measured

neurostack

140

raphasouthall/neurostack

MCP server Claude CodeCodexCursor +2

Token-efficient MCP memory for Markdown vaults. Tiered retrieval, hybrid search, GraphRAG. Runs locally from the neurostack npm package. Needs 1 environment variable to run.

46 4d ago A tokens not measured original Apache-2.0

sipcode

141

Anuj7411/sipcode

MCP server Claude CodeCodexCursor +2

Sip your tokens, don't gulp them. Keep Claude Code's context clean: drift detection, re-read dedup, integrity scoring, AST-aware reads, and 15 MCP tools for Claude Desktop. Runs locally from the sipcode npm package.

46 1mo ago A tokens not measured original MIT

project-memory

142

bountyyfi/ProjectMemory

MCP server Claude CodeCodexCursor +2

MCP server "project-memory" as configured in bountyyfi/ProjectMemory. Runs project_memory.server with python. Needs 2 environment variables to run.

46 6mo ago A tokens not measured original MIT

engram

143

tstockham96/engram

MCP server Claude CodeCodexCursor +2

Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall. Runs locally from the engram-sdk npm package. Needs 1 environment variable to run.

46 4mo ago A tokens not measured original MIT

agora-memory

144

thebnbrkr/agora-code

MCP server Claude CodeCodexCursor +2

MCP server "agora-memory" as configured in thebnbrkr/agora-code. Launched with agora-code memory-server.

46 13d ago A tokens not measured original Apache-2.0