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MCP servers tagged self-improvement
18 live MCP servers tagged "self-improvement", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with self-improvement.
Iwe
IWE (Intellectual Work Environment) — an IDE for thinking: protocols, AI-agent roles, memory, and knowledge formalization on top of Claude Code
FMT Exocortex Template
Exocortex template: fork & deploy your AI-powered personal knowledge system with Claude Code
Open Dream Rsi
Recursive Self-Improvement through Evolving Worlds (Dream-RSI) for LLM agents
Awesome Agent Evolution
A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai
Hermes Dreaming
Staged self-improvement engine for Hermes-style memory, skill, and fact updates with explicit review and apply/discard gates.
Garudust Agent
🦅 Open-source AI agent runtime in Rust — Self-hostable with persistent memory, self-improving skills, MCP support, built-in cron, multi-platform messaging & production gateway.
Lifelogbb
Lifelog - All your life related things in one place.
Philoscopia
MCP server for the Philoscopia framework: explore 80 axes of philosophical positions, compare figures, and build your own philosophical profile in a local, private workspace.
Era Agent
ERA – Evolve & Reverse Engineer Anything: an AI-powered reverse-engineering agent built on REA, with a controlled, evidence-driven Improvement Lab. Reverse. Analyze. Evolve. Repea…
Manifest Php
Manifest SDK for PHP. See every API call your app makes, heal the ones that fail, and know what will break next.
Philoscopia Open
An open, bilingual (EN/FR) framework for mapping philosophical worldviews: 80 axes of positions, sourced profiles of philosophers and movements, influence and foundation graphs, g…
D06 P01 Self Improve
Claude Code plugin: a self-improvement loop that logs user-correction moments, finds patterns, and prescribes recurrence-prevention fixes (MCP server + 2 skills)
Claude Gladiator MCP
⚔️ An MCP server for continuous learning in Claude Code
Clawdmarket
Autonomous agent-to-agent marketplace with live Karpathy loop self-improvement. Agents discover, hire, benchmark, and evolve programmatically. MPP/x402/MCP. No humans in the loop.
BEST Self Enhancement Learning AI
BSELA — local control plane that learns from your coding AI sessions: captures, detects errors, distills lessons, and proposes AGENTS.md updates
Smolagents Ace
🎁 ACE (Agentic Context Engineering) module for smolagents - Self-improving agents through evolving playbooks. 1st MCP Birthday Gift 🎂
Fr3k
🤖 FR3K Unified System - Multi-CLI Autonomous AI Infrastructure with 4 MCP Servers, 101 Self-Improvement Loops, Voice & Telegram Integration. Supports Claude Code, OpenCode, and Ge…
Agent Reflexion MCP
Agent self-improvement and reflection MCP server — decision logging, pattern analysis, performance tracking