AI Agents
MCP Server for Your Notes
Lets any MCP-compatible assistant read and update your own notes safely
Intermediate24h1–2
Node.jsMCP SDKSQLite
16/20MCP Server for GitHub Issue Triage
Let any MCP-capable assistant label, dedupe and prioritise your repo's issues.
Intermediate14h1–2 people17/20 fit
Build MCP Server for GitHub Issue Triage for open-source maintainers in ~14h with 1–2 people. Stack: MCP SDK + GitHub API + Embeddings + Node.js.
Why it wins: MCP is hot and this is a concrete, useful server.
Build flow
01 · Problem
Maintainers drown in issues and the same questions are opened again and again.
02 · Solution
Build an MCP server exposing tools to list issues, find duplicates by embedding and suggest labels, so assistants can triage with approval.
03 · Build
- 1Scaffold a server with the MCP SDK
- 2Add GitHub read tools
- 3Add an embedding duplicate finder
- 4Gate write actions behind confirmation
04 · Demo
Ask an assistant 'triage new issues' and show labels and duplicate links proposed.
MVP checklist
- List and search tools
- Duplicate detection
- Label suggestions
- Dry-run mode
Tech stack
| Tech | Role | |
|---|---|---|
| MCP SDK | Model Context Protocol tools | AI |
| GitHub API | Repo + PR data | API |
| Embeddings | Semantic similarity | AI |
| Node.js | Backend runtime | Backend |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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