LLM Eval Harness
Local installRun a golden set and gate LLM model swaps on accuracy, with latency and cost per request.
17,027 servers
Run a golden set and gate LLM model swaps on accuracy, with latency and cost per request.
Offline Persian/Iran tools: Jalali dates, validators, Persian text, price inputs, RTL frontend.
Deterministic Minecraft pixel-art engine: textures, animation sheets, and pack validation.
Full-text search inside Word, PPT, Excel and PDF files, with precise locators.
Delegate summarising, extraction, classification and OCR to the macOS 27 on-device model.
Let coding agents browse code across all your local, GitHub and Bitbucket repos, offline
Read-only git insights for AI: PR review context, bug hotspots, code ownership, release notes
Fail-closed, read-only PostgreSQL and MongoDB access for AI agents over MCP.
Publications and financial indicators from Mexico's Diario Oficial de la Federación (DOF)
Unofficial MCP server for the DeepSeek Search & Fetch API: web search and page-to-Markdown.
Offline read-only search over a checksum-verified, optionally signed memory pack, with exact quotes
Apple developer docs, Human Interface Guidelines and 1,700 WWDC sessions with code for AI assistants
Policy decision point for agent payments — allow, ask, or veto before signing
Contact Verify (verify-x402). Basic $0.002, domain $0.02, sender $0.025.
Find the cheapest AI model that passes your tests: audit repo models, build evals, routing, sizing
Create, edit, validate, preview, and render Shotcut projects through AI clients.
Ecuador's open government data for AI assistants: CKAN, SRI, BCE, INEC, Supercias, SERCOP and more.
Guardrails for AI coding agents: verified claims, reviews bound to exact commits, gated merges.
Make audiobooks locally with Kokoro voices from your AI assistant. Nothing leaves your computer.
Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.
Android engineering MCP server with verified documentation grounding and AI validation tools.
Revit tools over MCP stdio. Actions are enabled by default; REVIT_MCP_READ_ONLY=1 disables them.
Open automation engine for AI agents. Control live browsers and desktop apps locally.
A live graph of your running system, code fused with OTel runtime, that your agent queries over MCP.
Sign, install and manage sideloaded iOS apps with the Impactor sideloader.
Spec-driven development for AI coding agents: specs, skills, agents, rules and MCP servers.
Microsoft SQL Server schema discovery and SQL tools over local stdio on Windows x64.
Synthesizes audio from MusicXML, with voice-part selection and tempo control
Pre-clinical drug-target intelligence: 60 curated targets, 1,969 counted partner genes, 11 tools