Memory and context MCP servers

2,014 tagged Memory and context, measured the same way as everything else here.

Browse within: agent-memory 190LLM 173mcp-server 172ai-memory 132model-context-protocol 131local-first 109knowledge-graph 93embeddings 57cli 55knowledge-base 50agents 46knowledge-management 41markdown 37agent 36

trail

1057

arsprengel/trail-mcp

MCP server Claude CodeCodexCursor +2

Issue tracker and durable project memory for your coding agent, scoped to the folder you open. Runs locally from the usetrail npm package. Needs 2 environment variables to run.

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

task-manager

1058

doriku-io/doriku.cli

MCP server Claude CodeCodexCursor +2

Shared control plane for AI coding agents — tasks, memory, decisions, file locks. 12 tools. Remote server at api.doriku.io.

not rated 0 4mo ago A tokens not measured

ainative-memory-mcp

1059

AINative-Studio/ainative-memory-mcp

MCP server Claude CodeCodexCursor +2

Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB. Runs locally from the ainative-memory-mcp npm package.

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

threadmap-mcp

1061

Advertflair/threadmap-mcp

MCP server Claude CodeCodexCursor +2

Conversation drift visualization for Claude. Color-coded inflection points and one-click forking. Runs locally from the threadmap-mcp npm package.

not rated 0 5mo ago A tokens not measured copy · 75% MIT

testgraph

1062

BBCBasic/TestGraph

MCP server Claude CodeCodexCursor +2

Shared semantic graph for AI reviews, classification and structured memory across AI assistants. Remote server at testgraph.21dle.co.uk.

not rated 0 9d ago A tokens not measured AGPL-3.0

memory-search-mcp

1063

CSOAI-ORG/memory-search-mcp

MCP server Claude CodeCodexCursor +2

MCP server for memory search. Features record memory, search memory, add knowledge. From MEOK AI Labs. Runs locally from the memory-search-mcp Python package.

not rated 0 5d ago A tokens not measured original MIT

CSOAI-ORG/vector-knowledge-graph-mcp

MCP server Claude CodeCodexCursor +2

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node search. By MEOK AI Labs. Runs locally from the vector-knowledge-graph-mcp Python package.

not rated 0 5d ago A tokens not measured

a-memory

1065

Cipher208/a-memory

MCP server Claude CodeCodexCursor +2

a-memory — persistent, layer-isolated memory for AI agents: 5 primitives, hybrid search, knowledge graphs, envelope encryption. Runs locally from the a-memory Python package.

not rated 0 yesterday A tokens not measured original MIT

gft-mcp

1066

CoralLips/gft-mcp

MCP server Claude CodeCodexCursor +2

A local MCP server that connects a GFT (Git for Thought) white-box thinking map to an AI agent. The map is a structured record of how ideas and reasoning are connected.

not rated 0 3d ago A tokens not measured

shelfmark

1067

Dankaro-projects/shelfmark

MCP server Claude CodeCodexCursor +2

Give AI agents the right context, not your entire filesystem. A local, governed, metadata-only catalogue of the documents you already have — built for MCP. Runs locally from the shelfmark Python package.

not rated 0 25d ago A tokens not measured original MIT

knowledge-rail

1068

Deviank88/KnowledgeRail

MCP server Claude CodeCodexCursor +2

Persistent, evidence-backed project knowledge and task context for coding agents. Runs locally from the knowledge-rail npm package.

not rated 0 2d ago A tokens not measured original Apache-2.0

conventions-mcp

1069

FedgeNo/conventions-mcp

MCP server Claude CodeCodexCursor +2

Memory for coding conventions and standing instructions that persists across sessions. Runs locally from the conventions-mcp npm package.

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

cortex

1070

FilippoPilo/cortex-connector

MCP server Claude CodeCodexCursor +2

Patented semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial. Remote server at skynetlab-cortex-saas-mcp.cortex-320.workers.dev.

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

locus

1071

Nano-Nimbus/locus

MCP server Claude CodeCodexCursor +2

Hierarchical markdown memory palace for AI agents — MCP server, skills, and audit tools. Runs locally from the locus-mcp Python package.

not rated 0 yesterday A tokens not measured original MIT

fimemory

1072

FutureAiIndustries/FI-Memory

MCP server Claude CodeCodexCursor +2

Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads. Runs locally from the fimemory npm package. Needs 1 environment variable to run.

not rated 0 18d ago A tokens not measured

freshjots-mcp

1073

Goran-Arsov/freshjots-mcp

MCP server Claude CodeCodexCursor +2

Read and write your Fresh Jots notes from Claude, Cursor, and any MCP client. Runs locally from the freshjots-mcp npm package. Needs 2 environment variables to run.

not rated 0 20d ago A tokens not measured original MIT

collective-memory

1074

Hustada/collective-memory

MCP server Claude CodeCodexCursor +2

MCP server for persistent, semantic memory across AI sessions. Runs locally from the collective-memory npm package. Needs 1 environment variable to run.

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

second-brain-bridge

1075

IsaiahDupree/second-brain-bridge

MCP server Claude CodeCodexCursor +2

Search and reason over your Obsidian-style Markdown vault, right from ChatGPT. Remote server at secondbrainbridge.vercel.app.

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

lethe

1076

JesusGarcia9009/lethe-engineering

MCP server Claude CodeCodexCursor +2

Context garbage collector for long-running LLM agents — offload and recall to save tokens (Claude Code & Codex via MCP). Runs locally from the lethe-llm-context Python package. Needs 1 environment variable to run.

not rated 0 2mo ago A tokens not measured original Unlicense

freshvault

1077

KIOKO-LAB/freshvault

MCP server Claude CodeCodexCursor +2

Local semantic search over your Obsidian vault - always fresh, never reindex. Runs locally from the freshvault npm package. Needs 1 environment variable to run.

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

memory-nexus

1078

KairosMobius/memory-nexus-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Memory Nexus - persistent semantic memory for AI agents. Remember, recall, connect, learn. Runs locally from the @memory-nexus/mcp npm package. Needs 1 environment variable to run.

not rated 0 7mo ago A tokens not measured original MIT

nexus-memory

1079

KairosMobius/nexus-memory-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Nexus Memory API - persistent semantic memory for AI agents. Remember, recall, connect, learn. Runs locally from the nexus-memory-mcp npm package. Needs 1 environment variable to run.

not rated 0 7mo ago A tokens not measured original MIT

a2me-mcp-server

1080

Kinnectd/a2me-mcp-server

MCP server Claude CodeCodexCursor +2

Read-only A2Me family context tools for AI assistants (members, dates, activity, relationships). Remote server at mcp.a2me.app.

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