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MisakaNet MCP Server

Ikalus1988/MisakaNet

Score: 87.9 → 0% Rank #526 Agent Framework
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📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org

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Overview

Ikalus1988/MisakaNet is a Python tool licensed under Apache-2.0. 📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org Topics: failure-memory, mcp, agents, ai-agents, cloudflare-workers, d1, documentation, knowledge-base, llm, sqlite, mcp-server, action.

Ranked #526 out of 24846 indexed tools.

In the top 3% of all indexed tools.

Has 97 contributors.

Ecosystem

Python Apache-2.0 734 pypi/wk
failure-memorymcpagentsai-agentscloudflare-workersd1documentationknowledge-basellmsqlitemcp-serveraction

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 526

526 stars → growing community

Freshness 25% 29d ago

Last commit 29d ago → recently updated

Issue Health 25% 76%

707/931 issues closed → decent issue management

Contributors 10% 97

97 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 734/wk

734 weekly installs → early adoption

Forks 218
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

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AgentRank score for Ikalus1988/MisakaNet
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Matched Queries

topic:mcptopic:mcp-server

From the README

<div align="right">

[English](README.md) | [日本語](README.ja.md) | [简体中文](README.zh-CN.md)

</div>

# MisakaNet

mcp-name: io.github.Ikalus1988/misakanet

> **Stop debugging the same error twice.** MisakaNet searches 417+ failure lessons so an agent skips the
> bugs someone already paid for, instead of rediscovering them one session at a time.
>
> Agent-native interfaces: [MCP server](https://misakanet.org/mcp) (7 tools), WebMCP (browser
> `navigator.modelContext`), `llms.txt` / `llms-full.txt`, and A2A discovery through
> `.well-known/agent-card.json`.

<p align="center">
  
</p>

<p align="center">
  <em>Core</em>
  &nbsp;&nbsp;
  <a href="https://github.com/Ikalus1988/MisakaNet/actions/workflows/pr-quality-gate.yml"></a>
  <a href="https://github.com/Ikalus1988/MisakaNet/tree/main/lessons"></a>
  <a href="https://github.com/Ikalus1988/MisakaNet/blob/main/scripts/mcp_server.py"></a>
  <a href="https://github.com/Ikalus1988/MisakaNet/blob/main/LICENSE"></a>
  <a href="https://github.co
Read full README on GitHub →

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