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MisakaNet

DeepSeek HarnessMCP Server Memory Low risk

Failure-recovery memory: search and record failure-recovery lessons from real engineering sessions, with BM25 + semantic RAG retrieval and a lessons knowledge base.

失败恢复记忆库:从真实工程会话中搜索和记录失败恢复教训,支持 BM25 + 语义 RAG 检索和知识库管理。

How to install

DeepSeek Harness dsh plugin add misakanet
MCP Server npx -y misakanet

About

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 --- What is this? **Git-backed failure-memory for AI coding agents.** Zero dependencies. Zero server. Zero database. Agent hits an error → search 290 lessons → get a fix path. No prompt leaking, no raw logs stored. **New: no-account MCP intake.** If an agent finds no good lesson, it can call remote MCP misakanet_submit_intake directly — no GitHub account, no email, no browser p…

Recommendation signals

68 Tool quality · Based on stars, downloads, maintenance, security and docs
– User interest · Adjusted by in-site views, install copies and download clicks
68 Overall
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Meta

License
Apache-2.0
Language
Python
GitHub stars
509
mo. downloads
–
Last push
2026-09-24
Created
2026-04-29

Links

Basic safety check

Findings
None
Sources
curated:awesome-dsh-plugin.com, curated:awesome-dsh-plugin/awesome-dsh-plugin, curated:punkpeye/awesome-mcp-servers
Topics
action, agents, ai-agents, cloudflare-workers, d1, documentation, failure-memory, knowledge-base, llm, mcp, mcp-server, sqlite

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