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MCP servers tagged self-learning

20 live MCP servers tagged "self-learning", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with self-learning.

20
live servers
37
avg trust
4
most stars
1

Opencrabs

The self-improving all channels AI agent. Self-healing. Fully autonomous. Single Rust binary.

59
2

Zeph

A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memo…

44
3

Common Chronicle

Common Chronicle turns messy context into structured, sourced timelines.

39
4

Clopinette AI

Cloudflare-native AI agent — 13 tools, codemode, 5-layer memory, self-learning, multimodal I/O. Telegram, Discord & WhatsApp bots. Web search, image gen, TTS, document RAG, calend…

39
5

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.

39
6

Ainl Cortex

sbhooley

Graph-native memory and self-learning for Claude Code. Every session remembered, every pattern learned, every agent connected — powered by AI Native Lang.

★ 4updated 3 months ago
34
7

Zonoid

yugao-gaos

OpenTelemetry for AI agents — every token traced, outcomes scored, rival strategies auto-compete

★ 1
34
8

Help With Swedish

mh-mansouri

Claude Code Agent Skill/API/MCP: mentor for self-learning Swedish by watching YouTube videos and podcasts

★ 1updated 2 months ago
34
9

Blink Skill

Enable AI to monitor your screen and provide proactive assistance based on your current activity using Claude Vision.

34
10

Innate

Self-growing procedural knowledge layer for AI agents. Rust MCP server + CLI — recall relevant knowledge before tasks, record outcomes after, distill experience into reusable insi…

34
11

Morgan

Self-hosted, self-learning, provider-agnostic personal agent kernel. Local-first memory in one SQLite database, project-scoped, reachable from any tool over MCP or a CLI.

34
12

Agenticana

Self-learning AI agent kit for VS Code & GitHub Copilot - 20 agents, ReasoningBank memory, Model Router

34
13

Threnody

Lean MCP coordination for host-native coding swarms: receipts, run cards, workflow blueprints, curated task packs, and approval-gated learning.

34
14

Youtube Course Builder

YouTube learning-path builder for Claude Code — picks videos by reading transcripts and comments, not titles

34
15

Self Learning Browser Automation

Browser automation that learns from every interaction. Uses AI memory and reinforcement learning to get 27-122% better over time automatically. 🧠

34
16

Claude Distill Me

Distill yourself into a SKILL.md. Learns your judgment, style, and priorities from Claude data.

34
17

Skill Router G6

ForYourHelpAI101

Self-learning skill router for AI agents. 6-stage pipeline with anti-hallucination protections. Model-agnostic MCP server.

34
18

Jichi

alexanderlarsdallmann

自治(じち) jichi means autonomy / self-government, and a rarer, literary homophone 自知(じち) reads as self-knowledge. jichi is a complete AI coding agent in C, conforming to the C89 (ANS…

34
19

Slim

uaziz1

Self-learning MCP proxy. Watches your Claude Code usage, generates optimized proxies, cuts token costs by 99%.

updated 6 months ago
34
20

RedClaw

slothitude

The self-learning AI agent that kills drudgery dead — 8+ LLM providers, 6 interfaces, subagent bloodlines, DNA evolution, dream synthesis, and autonomous goals

updated 4 months ago
34
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