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Memory and context
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Start from the first servers

@littlebigbrain/mcp io.github.littlebigbrains/lbb-mcp

MCP server for little big brain: search, graph queries, and data import

Started in our sandbox

Memory and context npm Local 424 a week APACHE-2.0
Mem io.github.JubaKitiashvili/context-mem

Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools

Version check not run yet

Memory and context Official MCP Registry · npm Local 130 a week MIT
Novyx MCP io.github.novyxlabs/novyx-mcp

Persistent memory for AI agents with rollback, audit trails, and semantic search.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT
@jeeinn/omem io.github.jeeinn/omem

A git-native personal AI memory layer: Markdown source of truth + MCP + FTS5 trigram search

Starts, but breaks the protocol

Memory and context npm Local 419 a week MIT
@cerefox/memory io.github.fstamatelopoulos/cerefox-memory

Cerefox — user-owned shared memory for AI agents. CLI + stdio MCP server + web UI + ingestion for a knowledge base on your own Supabase project (or fully self-hosted with Cerefox Local).

Not run: needs install scripts

Memory and context npm Local 401 a week APACHE-2.0
bantamkit-mcp io.github.ink01101011/bantamkit-runtime-ts

Persistent memory for coding agents: an MCP server for Claude Code, Claude Desktop, Cursor and VS Code Copilot. Layered project memory, Claude Code hooks, JSON Schema validation, token ledger and shif

Started in our sandbox

Coding agent tools npm Local 401 a week MIT
Agent Memory io.github.lazymac2x/agent-memory

Cloudflare Workers MCP server: agent-memory

100% up · 30 days

Memory and context Official MCP Registry · npm Remote 3 a week MIT
@kikimoradev/kikimora io.github.kikimoradev/kikimora

Autonomous two-agent Claude Code worker: a monitor that finds tasks, an executor that completes them, and long-term memory in between

Starts, but breaks the protocol

Memory and context npm Local 390 a week MIT
@atrib/trace io.github.creatornader/atrib-atrib-trace

Legacy home of atrib's trace read primitive. Superseded by @atrib/recall (the read verb, shape=walk with a direction); this package re-exports the same surface and forwards the atrib-trace binary.

Started in our sandbox

Memory and context npm Local 388 a week APACHE-2.0
CrowTerminal - External Brain for AI Agents io.github.WillNigri/crowterminal

External Brain for AI Agents - persistent versioned memory for creators

0% up · 30 days

Memory and context Official MCP Registry · npm Local Remote 17 a week MIT
project-agent-memory io.github.balaji-g42/project-agent-memory

MCP server for memory management using vector database

Not run: needs install scripts

Memory and context npm Local 376 a week MIT
@atrib/daemon io.github.creatornader/atrib-atribd

Local daemon for atrib. Serves the attest/recall verbs plus the legacy alias tools from one stateless-native process over Streamable HTTP or stdio.

Not run: needs install scripts

Memory and context npm Local 369 a week APACHE-2.0
Cognos Session Memory io.github.base76-research-lab/cognos-session-memory

CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

Version check not run yet

Memory and context Official MCP Registry · PyPI Local MIT
inno-optimize-mcp io.github.innovativenectar/inno-optimize-inno-mcp

MCP stdio server exposing the inno-optimize platform: vector memory, intelligence routing, AST analysis, ADR automation, business agents, coordination and optimization templates.

Not run: needs install scripts

Developer tools npm Local 357 a week SEE-LICENSE-IN
take-ur-turn io.github.ianf-ai/take-ur-turn

TUT (Take Ur Turn): multi coding-agent collaboration via a local Context Hub — append-only shared memory, derived task state, human approval gates

Crashes on start

Project management npm Local 357 a week APACHE-2.0
@animus-labs/cortex io.github.craigtut/cortex

Production-grade agent framework with structured context management, compaction, tools, and MCP support

Not run: needs install scripts

Memory and context npm Local 356 a week MIT
hermes-dsh-bridge io.github.emilia-awa/hermes-dsh-bridge

Expose DeepSeek Harness agent capabilities as an MCP server, so an external MCP client (e.g. Hermes) can drive Harness to execute coding tasks. Hermes = brain, Harness = arms.

Not run: needs install scripts

Project management npm Local 355 a week GPL-3.0-ONLY
@atrib/verify-mcp io.github.creatornader/atrib-atrib-verify

Legacy home of atrib's handoff-verification read primitive. Superseded by @atrib/recall (the read verb, verification parameter); re-exports the same surface, forwards the atrib-verify binary, and keep

Not run: needs install scripts

Developer tools npm Local 353 a week APACHE-2.0
gnosys io.github.proticom/gnosys

Gnosys — Persistent Memory for AI Agents. Sandbox-first runtime, central SQLite brain, federated search, Dream Mode, Web Knowledge Base, Obsidian export.

Not run: needs install scripts

Memory and context npm Local 352 a week MIT
mcp-memory-bucket io.github.anatolipr/avo-mcp-tools-mcp-memory-bucket

MCP server exposing skill_* (reusable coding patterns) and memory_* (point-in-time working context) tools over a markdown+frontmatter source, cached into SQLite at runtime, with hybrid keyword + local

Not run: needs install scripts

Memory and context npm Local 340 a week MIT

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