MCP servers and skills: search, filter by where they run, and compare.
Physics-based validation of simulation results: receipts with per-check verdicts, via MCP.
Hosted by authorNo licenseFew starsNo key
Governance gateway for AI agents — bounded, auditable, session-aware control with MCP proxy, shell proxy & HTTP API. Works with Cursor, Claude Code, Codex, and any MCP-compatible agent.
Node.jsMIT★ 83No key
Deterministic angel number meanings via MCP, with x402 USDC paid interpretations on Base.
Hosted by authorNo licenseFew starsNo key
Deterministic knowledge for AI agents: search, fetch, cite and verify a 48M-entry knowledge base.
Hosted by authorNo licenseFew starsNo key
Deterministic compiler for system architecture. Blueprint IR → validated FastAPI/Express, OpenAPI, Docker. archrad validate | export | validate-drift — no LLM in the OSS CLI.
MCPLink only★ 1Few stars
Checks a beekeeping varroa treatment rotation for resistance risk and withdrawal-period conflicts.
Hosted by authorNo licenseFew starsNo key
Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictable tool steps.
PythonApache-2.0★ 6No key
Repairs truncated or malformed LLM JSON outputs (trailing commas, markdown fences, single quotes).
Hosted by authorNo licenseFew starsNo key
Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.
Hosted by authorNo licenseFew starsNo key
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
PythonApache-2.0★ 21No key
Deterministic execution & evolution layer between AI intent and production software — turning structured intent into reviewable, reproducible code. 🔥
SkillMIT★ 9No key
Knolo turns documents into a verifiable Knowledge Image (.knolo): one portable file you can mount, query, and prove. Deterministic retrieval, cryptographic roots, fail-closed verification. Local-first
Node.jsApache-2.0★ 56No key
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, e
PythonApache-2.0★ 127kNo key
Model-driven synthetic test data for CI/CD and analytics - deterministic, privacy-preserving, and domain-aware. Includes Python APIs, XML pipelines, and MCP/IDE integration to orchestrate realistic da
PythonMIT★ 116No key
Shared, governed system of record for human-agent systems
Node.jsMIT★ 34No key
Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts and context survive resets. Reverse engineering is
PythonMIT★ 1.3kNo key
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
Node.jsMIT★ 647No key
Reliability testing for MCP servers: deterministic faults, bounded recovery, and executable regressions.
Node.jsApache-2.0★ 2Few starsNo key
CSOAI Ltd — Council of AI. GSPC AI-behaviour measurement, signed evidence and free verification. Evidence bundles and provider-change feeds. Measurement, not certification.
PythonMIT★ 3Few starsNo key
Compile AI agent skills into cheap, fast, deterministic pipelines that run without an LLM in the loop
PythonApache-2.0★ 8No key
PythonMITFew starsNo key
A CLI-first autonomous coding agent where the actor never grades itself. Every edit is grounded in your repo's real topology and verified by an independent deterministic grader (drift, lint, verify-ta
SkillApache-2.0★ 24No key
Deterministic, self-hosted long-term memory for AI agents: store facts instead of transcripts, recall only what matters.
PythonMIT★ 9No key
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