MCP servers and skills: search, filter by where they run, and compare.
1–24 of 1,817 tools for “deterministic”
Clear allPhysics-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
Build deterministic forecast scripts with Earth2Studio (model, data source, IO, inference). Do NOT use for ensemble, diagnostics, data-only fetch, or install.
OfficialSkillApache-2.0★ 3.6k in collectionNo 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
Post-scrape data cleaner, no LLM: repairs mojibake, HTML, invisible chars. Plus a verdict.
Hosted by authorNo licenseFew starsNo key
Build and validate experimental WebMCP tools for an existing web page. Use when an agent needs to expose a site's real workflows as page tools, create webmcp.init.js, define deterministic checks, or c
OfficialSkillApache-2.0★ 44k in collectionNo 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
Clones, analyzes, plans, and migrates legacy codebases (C++, Fortran, Java, Python, C, Shell) from a GitHub URL or local directory to a modern, high-performance, deterministic, 100% Safe Rust architec
OfficialSkillApache-2.0★ 21k in collectionNo key
The design language that makes your AI harness better at design.
in the skill textcoding agents. 1 skill, 24 commands, live browser iteration, and 59 deterministic detector rules for AI-generated frontend design. > **Quick start:** From your project root, run
SkillApache-2.0★ 81kNo key
Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
in the skill textbased on new or updated requirements. Your output must be machine-readable, deterministic, and structured for autonomous execution by other AI systems or humans. ## Execution Context
OfficialSkillMIT★ 40k in collectionNo key
Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
in the skill textimplementation plan file for `${input:PlanPurpose}`. Your output must be machine-readable, deterministic, and structured for autonomous execution by other AI systems or humans. ## Execution Context
OfficialSkillMIT★ 40k in collectionNo 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
Fetches canonical PR review state and renders derived state artifacts. Use when the user wants the state acquisition phase only (fetch, render, summarize) for a review-framework PR.
in the skill textderive: `wip/reviews/ _ _pr- /` ## Behavior 1. Validate and parse PR URL, then compute deterministic paths: - ` /review-state.json` - ` /review-state.md` - ` /summary.txt` - ` /review-targets.json` 2. Ensure ` ` exists. 3. Enforce artifact safety before
OfficialSkillApache-2.0★ 48k in collectionNo key
Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results
in the skill textoptimization audit. Do not inspect source files until `signals.json` exists and a deterministic gate points to a route, file, or project setting. Core doctrine: read references/doctrine.md
OfficialSkillMIT★ 32k in collectionNo 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
Audits existing table permissions on a Power Pages site by analyzing them against site code and Dataverse metadata, then GRADES the configuration with deterministic 1–5 scores across 3 security/usabil
OfficialSkillMIT★ 1.0k in collectionNo key
Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores; mocking Pinia with createTestingPinia; apply
in the skill textunit tests for Vue components, composables, and Pinia stores. Keep tests small, deterministic, and behavior-first. ## Workflow 1. Identify the behavior boundary first: component UI behavior
OfficialSkillMIT★ 40k in collectionNo key
Produces canonical review actions from fetched review state and renders action markdown. Use when the user wants only triage/action-planning for the review-framework workflow.
in the skill textblanket-dismiss a review body without reading its content. ## Behavior 1. Compute deterministic paths: - ` /review-state.json` - ` /review-actions.json` - ` /review-actions.md` 2. Enforce artifact safety before generation (the artifacts must
OfficialSkillApache-2.0★ 48k in collectionNo key
Who stands behind it
