Memory and context MCP servers

2,024 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 191LLM 174mcp-server 173ai-memory 133model-context-protocol 131cursor 121local-first 109knowledge-graph 93cli 57embeddings 57knowledge-base 50agents 46knowledge-management 41markdown 37

vault-health-mcp

1153

onetrueclaude-creator/vault-health-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Obsidian vault structural health checks. Find broken links, orphaned notes, missing frontmatter — and auto-repair them. Runs locally from the vault-health-mcp Python package. Needs 1 environment variable to run.

not rated 0 4mo ago A tokens not measured original MIT

panella

1154

panellatech/panella

MCP server Claude CodeCodexCursor +2

Governed, self-hosted memory for AI agents. Runs locally from the panella Python package.

not rated 0 11d ago A tokens not measured original Apache-2.0

manoma

1155

paperdavid/manoma

MCP server Claude CodeCodexCursor +2

MCP server for soul.md — your portable AI identity layer across every LLM. Runs locally from the manoma-mcp npm package. Needs 1 environment variable to run.

not rated 0 6d ago A tokens not measured original MIT

smara

1156

smara-io/mcp-server

MCP server Claude CodeCodexCursor +2

Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring. Runs locally from the @smara/mcp-server npm package. Needs 1 environment variable to run.

not rated 0 5mo ago A tokens not measured

phaedo-mcp

1157

phaedo-labs/phaedo-mcp

MCP server Claude CodeCodexCursor +2

Carry your Phaedo cognitive fingerprint into any MCP client: injection, consults, escalation. Runs locally from the phaedo-mcp npm package.

not rated 0 1mo ago A tokens not measured copy · 100% Apache-2.0

openharness

1158

philo-kim/openharness

MCP server Claude CodeCodexCursor +2

Lets AI coding agents discover and reference each other's recent sessions. Runs locally from the @freebird-ai/openharness npm package.

not rated 0 5mo ago A tokens not measured

codewatch-memory

1159

KlausAndrade/codewatch

MCP server Claude CodeCodexCursor +2

Code-aware observational memory MCP server for AI coding assistants. Runs locally from the codewatch-memory npm package.

not rated 0 6mo ago A tokens not measured

cgraphy

1160

pmgarg/cgraphy

MCP server Claude CodeCodexCursor +2

Code knowledge graph over MCP: compact, token-budgeted context for AI coding agents. Runs locally from the cgraphy Python package.

not rated 0 1mo ago A tokens not measured original MIT

pensieve

1161

praveen-ilangovan/pensieve

MCP server Claude CodeCodexCursor +2

MCP server "pensieve" as configured in praveen-ilangovan/pensieve. Launched with poetry run pensieve-mcp.

not rated 0 11d ago A tokens not measured original MIT

mcp-bookmark

1162

preedew17/mcp-bookmark

MCP server Claude CodeCodexCursor +2

MCP server to save and search bookmarks using OpenAI RAG. Runs locally from the mcp-bookmark-server-preedew Python package. Needs 1 environment variable to run.

not rated 0 4mo ago A tokens not measured

bsp-mcp

1163

pscale-commons/bsp-mcp-server

MCP server Claude CodeCodexCursor +2

Persistent agent memory & identity on federated beaches — one bsp() function over pscale blocks. Remote server at bsp.hermitcrab.me.

not rated 0 yesterday A tokens not measured original MIT

qmediat/gemini-code-context-mcp

MCP server Claude CodeCodexCursor +2

Gemini 2M context cache for Claude Code — persistent; repeat queries 8x faster, 4x cheaper. Runs locally from the @qmediat.io/gemini-code-context-mcp npm package. Needs 8 environment variables to run.

not rated 0 1mo ago A tokens not measured original MIT

adaptive-memory-graph

1165

raskolnikovdd/adaptive-memory-graph

MCP server Claude CodeCodexCursor +2

Intelligent persistent memory graph MCP plugin for Claude — weighted, interconnected knowledge nodes that evolve through conversation. Runs locally from the adaptive-memory-graph Python package.

not rated 0 6mo ago A tokens not measured original MIT

darwin-memo

1166

rogermsc/darwin-memo

MCP server Claude CodeCodexCursor +2

Self-curating memory for LLM agents: MeMo-style external memory kept honest by survival-based selection instead of reward models or judges. Runs locally from the darwin-memo Python package. Needs 1 environment variable to run.

not rated 0 2d ago A tokens not measured original MIT

cap-shield

1167

robinlidberg-dot/cap-shield-mcp

MCP server Claude CodeCodexCursor +2

Context selection and compression for AI agents — measured, not estimated. Runs locally from the cap-shield Python package. Needs 1 environment variable to run.

not rated 0 2d ago A tokens not measured original MIT

agentram-mcp

1168

seanmarkwei/agentram-mcp

MCP server Claude CodeCodexCursor +2

Model Context Protocol server for AgentRAM. Persistent memory for AI agents. Runs locally from the agentram-mcp npm package. Needs 1 environment variable to run.

not rated 0 29d ago A tokens not measured original MIT

snhp

1169

ryuxik/snhp

MCP server Claude CodeCodexCursor +2

Free game-theory negotiation advisor for agents, plus paid receipted sessions and agent memory. Remote server at api.snhp.dev.

not rated 0 1mo ago A tokens not measured original Apache-2.0

mindforge

1170

sairam0424/MindForge

MCP server Claude CodeCodexCursor +2

Read the MindForge engine over MCP: knowledge graph, project health, and audit log. Runs locally from the mindforge-mcp-server npm package. Needs 1 environment variable to run.

not rated 0 yesterday A tokens not measured original MIT

seojeom-mcp

1171

seojeom/seojeom-mcp

MCP server Claude CodeCodexCursor +2

Local-first MCP server for Claude/Codex project wiki and graph workflows. Runs locally from the @seojeom/mcp-server npm package.

not rated 0 3mo ago A tokens not measured original MIT

memory

1172

shackleai/memory-mcp

MCP server Claude CodeCodexCursor +2

Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool. Runs locally from the @shackleai/memory-mcp npm package.

not rated 0 6mo ago A tokens not measured original MIT

solucortex-mcp

1173

soluai-spa/solucortex-mcp

MCP server Claude CodeCodexCursor +2

Official MCP server for SoluCortex — living technical memory for AI agents. Runs locally from the solucortex-mcp Python package. Needs 2 environment variables to run.

not rated 0 3d ago A tokens not measured original MIT

zkshare

1174

sp0oby/zkShare

MCP server Claude CodeCodexCursor +2

ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context. Runs locally from the zkshare-mcp npm package. Needs 2 environment variables to run.

not rated 0 4mo ago A tokens not measured original MIT

madb-memory

1175

spshkar84/madb-meta-agents-db

MCP server Claude CodeCodexCursor +2

MCP server for Meta-AgentsDB — persistent causal memory for AI agents. Runs locally from the madb-mcp-server Python package. Needs 3 environment variables to run.

not rated 0 2mo ago A tokens not measured

hive-mcp-agent-storage

1176

srotzin/hive-mcp-agent-storage

MCP server Claude CodeCodexCursor +2

Encrypted A2A object storage for autonomous agent state and artifacts. Remote server at hive-mcp-agent-storage.onrender.com.

not rated 0 4mo ago A tokens not measured original MIT