Explore Projects
64 analyzed repos ready for contributors.
og-drizzles/trache
Trache is a CLI tool that caches a Trello board locally in SQLite and provides Git-style pull/push semantics for reading and mutating cards without hitting the Trello API repeatedly. It's specifica...
Great for people interested in building local-first caching layers for external SaaS APIs, or optimizing AI agent workflows to reduce expensive API round-trips — specifically in the Trello/project-management space.
mksglu/context-mode
Context Mode is an MCP server that acts as a sandboxed execution and indexing layer between AI coding assistants (Claude Code, Gemini CLI, VS Code Copilot, etc.) and their context windows. It inter...
people interested in building protocol-level infrastructure for AI coding assistants — specifically context management, sandboxed code execution, and session continuity across LLM conversation compaction
agulaya24/baselayer
Base Layer is a CLI tool and MCP server that processes personal text corpora (ChatGPT exports, journals, books) through a 4-step LLM pipeline (extract facts → author identity layers → compose brief...
people interested in personal AI memory systems, behavioral modeling from text corpora, or LLM-as-judge evaluation frameworks — specifically the problem of compressing identity signal from unstructured personal data into dense, injectable context
cocoindex-io/cocoindex-code
cocoindex-code is a CLI tool and MCP server that builds a local semantic search index over your codebase using AST-based chunking and local embeddings (sentence-transformers/all-MiniLM-L6-v2). It r...
building local-first semantic code search tooling for AI coding agents, specifically people interested in the intersection of AST parsing, vector embeddings, daemon architecture, and MCP protocol integration
rmolines/fractal
Fractal is a Claude Code plugin that replaces flat task lists with a recursive predicate tree for AI-assisted project management. Instead of 'implement auth', you state 'users can authenticate with...
People interested in AI-driven project orchestration systems, specifically the problem of autonomous goal decomposition with human-in-the-loop validation gates and filesystem-as-state persistence
Nubaeon/empirica
Empirica is a Python CLI tool and MCP server that wraps AI coding sessions (primarily Claude Code) with an 'epistemic measurement' layer — tracking confidence vectors, forcing investigation before ...
people interested in AI reliability tooling, specifically instrumenting LLM coding agents with structured confidence tracking, persistent cross-session memory, and gating mechanisms that prevent premature code edits
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