Developer Tools / Code Assistant
Symbio is a local AI assistant that learns from user corrections, builds training data from notes, and can fine-tune itself over time. It supports file operations, sandboxed shell commands, RAG, a Telegram bot, and a demo with MoA and skill adapters.
The page clearly presents an AI-powered developer tool with a specific workflow: a local assistant that records corrections, turns them into training data, and fine-tunes LoRA adapters. The README also shows concrete capabilities, hardware requirements, and usage examples for skills, adapters, file tools, and chat interfaces, giving enough evidence for a useful public listing.
The snapshot does not show the full installation steps or exact setup outcome, and it is still hard to tell how stable the auto-fine-tuning loop is in day-to-day use. The page also does not provide benchmark results beyond linked files or a clear comparison with similar local agents.
Last evaluated 40 days ago. Current rank #894. Down 6 spots in the rankings.
CodeGraph is a local code knowledge graph for AI coding agents like Claude Code, Cursor, Codex, OpenCode, and Hermes Agent. It aims to cut token use, tool calls, and runtime by letting agents query pre-indexed code structure instead of scanning files repeatedly.
Mercemur is a store automation platform with three interfaces: a REST API, an MCP server for AI agents, and a CLI for editing storefronts as files. The docs show authentication, scopes, rate limits, error handling, pagination, idempotency, and a large API surface for catalogue, orders, customers, pricing, and money.
A zero-dependency C++23 CLI and MCP server that gives coding agents a ranked map of a repository, including call context, blast radius, and tests to run.
Traccia is an AI agent observability and governance platform with OpenTelemetry-native tracing, runtime policy enforcement, prompt registry, evals, cost attribution, and compliance evidence export.
