MisakaNet: Re-debugging Solved Failures? No Way. 500+ Evidence-graded fix lessons, One MCP Call-->

by Ikalus1988 · MCP Server · ★ 555

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How to install MisakaNet

git clone https://github.com/Ikalus1988/MisakaNet.git && cd MisakaNet

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 63/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-agentsclaude-code-plugincodexcodex-plugind1debuggingdeepseek-harnessdshdsh-plugindsh-plugins

Quick Facts

Stars555
Forks229
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score63/100
Open Issues395
Last Updated2026-11-07
Created2026-04-29
Platformsclaude-code, codex, mcp, python
Est. Tokens~19k

About MisakaNet

English | 日本語 MisakaNet Git-backed failure-memory for AI coding agents. Zero dependencies. Zero server. Zero database. Paste an error → search 290 lessons → get a fix path. mcp-name: io.github.Ikalus1988/misakanet --

Compatible Skills

These tools work well together with MisakaNet for enhanced workflows:

  • engramory — semantic(0.24)+complementary+same_lang+similar_pop+shared_platform (59%)
  • hermes-field-kit — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (57%)
  • ex-skill — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (56%)
  • rojak — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (56%)
  • awesome-auditable-ai — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (56%)

MisakaNet alternative? Top 6 similar tools

Looking for a MisakaNet alternative? If you're comparing MisakaNet with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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    A pre-execution guard for AI coding agents. It blocks destructive Git and file system commands, plus common at

  • awesome-deepseek-harness by 0xsline · ⭐ 1.3k

    DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the pub

  • wesight by freestylefly · ⭐ 933

    Open-source desktop AI agent workspace with one-click Claude Code, Codex, OpenClaw, Hermes Agent setup and cus

  • memtrace-public by syncable-dev · ⭐ 511

    Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code ·

  • mcp-for-stata by SepineTam · ⭐ 275

    Stata-MCP: A MCP server for integrating Stata into your agent loop with a safety-first design.

  • modsearch by liustack · ⭐ 865

    🥇 The strongest free web search plugin for DeepSeek Harness, and the search bridge for every model without na

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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