7 projects
claude-skill-forge
Turn a codebase, package, or doc into a valid Claude SKILL.md — offline, deterministic, and valid by construction. Optional Claude refinement. Zero runtime dependencies.
promptproof
Fast, deterministic, zero-API linter for AI agent prompt assets — SKILL.md, sub-agents, MCP tool descriptions, slash commands, and system prompts. Catch weak triggers, contradictions, token bloat, and broken frontmatter before they ship.
mcp-doorman
Secure-by-default FastAPI->MCP bridge. Deny-by-default exposure, scope->tool auth that fails closed (even on STDIO), built-in rate limiting, PII redaction at the source, and a structured audit log — in-process, no gateway.
mcp-confidence
A drop-in confidence gate for LLM agents: turn token logprobs into an accept / verify / ask-a-human routing decision, with honest per-model calibration.
llm-localfirst
Local-first LLM router: keep sensitive data and bulk text labor on your own models, call the cloud only for the hard part. Privacy-routing (fail-closed) + manager-worker delegation + allowlist guard, MCP-native.
create-mcp
The create-next-app for production MCP servers — scaffold a typed, tested, auth-ready Python MCP server in one command.
agentrecall-db
Agent memory in a single SQLite file — no vector DB, no server, no cloud. Keyword recall on stdlib alone; torch-free hybrid semantic search via model2vec + sqlite-vec. Python lib + MCP server + CLI.