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Memory and context
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amcp-agent io.github.tao12345666333/amcp

AMCP is an out-of-the-box coding-agent runtime for terminal, server, and Telegram, with built-in tools, subagents, skills, memory, MCP, hooks, and automation.

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Communication and chat PyPI Local APACHE-2.0
astra-mcp io.github.charan-place/astra-mcp

MCP server giving Claude Code, Cursor, Codex and Windsurf permanent AST-powered code memory. 98.9% token reduction. 100% local.

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Developer tools PyPI Local APACHE-2.0
attestmcp io.github.attestmcp/attestmcp

Continuous compliance evidence for AI agent memory. A transparent MCP proxy that generates tamper-evident audit trails.

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Memory and context PyPI Local APACHE-2.0
baton-mcp io.github.p-aveen06/baton

Cross-agent memory handoff via MCP — agents pass the baton instead of re-exploring the repo

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Memory and context PyPI Local MIT
better-mem0-mcp io.github.n24q02m/better-mem0-mcp

[DEPRECATED - use EchoVault] MCP Server for AI memory with PostgreSQL

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Memory and context PyPI Local MIT
brainmemory-mcp io.github.venturo/brainmemory-mcp-changelog

BrainMemory-MCP — a Model Context Protocol server exposing Cognitive memory tools over HTTP + SSE.

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Memory and context PyPI Local MIT
brainstem-mcp io.github.darkcodepe/second-brain-wiki-roadmap.md

Brainstem — local-first knowledge backend for AI agents. Connect any MCP host (Claude Code, Cursor) to an Obsidian-compatible wiki with indexed retrieval, token-budgeted recall, and secure ingestion.

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Docs and knowledge bases PyPI Local MIT
cacheout-mcp io.github.cacheout-app/cacheout-mcp

MCP server for macOS disk cache management and memory telemetry — standalone or paired with Cacheout.app

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Memory and context PyPI Local SUSTAINABLE-USE-LICENSE-V1.0
codemap-mcp io.github.manoranjan14/codemap-mcp-design.md

A local, queryable map of your codebase for Claude Code: import-aware call graph, durable session memory, and session-history search, exposed as MCP tools.

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Memory and context PyPI Local MIT
compos-mcp io.github.fer46/compos

MCP server for Compos architectural memory

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Memory and context PyPI Local MIT
context-engineering-mcp-slicenfer io.github.slicenferqin/ctx-mcp

A Model Context Protocol (MCP) server for Context Engineering - file system as external memory for AI agents

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Files and storage PyPI Local MIT
coordination-memory-mcp io.github.yanqiw/comem

Local MCP server for append-only multi-agent coordination memory with an integrator-owned accepted projection and goal-level acceptance contracts.

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Memory and context PyPI Local MIT
cortec-mcp io.github.rajkumar-prog/cortec-mcp

Local-first memory server for developer workflows

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Memory and context PyPI Local MIT
cortexgraph-fastmcp io.github.fastmcp-me/cortexgraph

CortexGraph: Temporal memory management for AI assistants with human-like dynamics

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Memory and context PyPI Local MIT
cortex-mcp io.github.syab726/cortex

Making AI Accountable Over Time - MCP server for persistent memory, automatic verification, and evidence-based grounding

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Memory and context PyPI Local MIT
distill-mcp io.github.5queezer/distill

Privacy-first team memory MCP server — local LLM distillation before team sync

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Memory and context PyPI Local MIT
elasticsearch-memory-mcp io.github.fredac100/elasticsearch-memory-mcp-readme.md

🧠 Elasticsearch-powered MCP server with hierarchical memory categorization, intelligent auto-detection, and batch review capabilities

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Memory and context PyPI Local MIT
emms-mcp io.github.supermaxlol/emms-mcp

MCP server with 129 cognitive memory tools for AI agents — persistent memory, emotional recall, knowledge graphs, metacognition, goal tracking, and more

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Memory and context PyPI Local MIT
engram-mcp-server io.github.kpachhai/engram-changelog.md

Personal AI memory backend - portable, sovereign, protocol-compatible (MCP server with markdown source-of-truth and local vector search).

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Office documents and spreadsheets PyPI Local APACHE-2.0
enhanced-mcp-memory io.github.cbunting99/enhanced-mcp-memory

Enterprise-grade MCP server with sequential thinking, project convention learning, and intelligent memory management

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Memory and context PyPI Local MIT

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