MCP servers and skills: search, filter by where they run, and compare.
Experimental harness for measuring information fidelity across MCP, A2A, and A2UI layers — companion repo for the Fidelity of the Agentic Stack paper
SkillMITFew starsNo key
The handshake for agents acting on the open internet. Six layers say the authorization is legal; the seventh asks the only question that matters once it is — is the agent still you?
SkillMIT★ 1Few starsNo key
PythonMIT★ 7No key
Agent-native embedded systems lab for pluggable simulation, evidence-driven validation, and controlled evolution.
PythonApache-2.0★ 35No key
Open-source robotics simulator for coding agents: HTTP/JSON + MCP control, Newton physics, wgpu rendering, ROS 2, and reproducible benchmarks.
SkillApache-2.0★ 190No key
Node.jsApache-2.0★ 3Few starsNo key
Drive any native-TUI coding agent in Neovim at full fidelity via reverse-MCP.
SkillMIT★ 7No key
TOON encoding for Laravel. Encode data for AI/LLMs with ~50% fewer tokens than JSON.
SkillMIT★ 147No key
PythonApache-2.0★ 2Few starsNo key
Research reading map for Agent Simulation Environments: stateful simulators, environment generation, tool-service simulation, world models, and fidelity verification.
SkillCC-BY-4.0Few starsNo key
Local-first, read-only profiler for AI coding agents.
Node.jsMIT★ 9No key
Autonomous emergency communication and digital telephony bridge via Asterisk SIP
PythonMIT★ 4Few starsNo key
HEALTHCRAFT RL Training Environment: adapts the CORECRAFT architecture to emergency medicine
PythonApache-2.0Few starsNo key
Bridges the Gazebo robot simulator to AI agents via MCP.
PythonMIT★ 3Few starsNo key
Corpus-grounded SysML v2 authoring with Claude — every model element cited to its source, every gate enforced, rendered as Cameo-style diagrams.
SkillMIT★ 8No key
Compress and decompress JSON using the ASON format directly in Zed IDE. Reduce token usage by 20-60% for LLM applications while maintaining 100% lossless round-trip fidelity.
SkillMIT★ 1Few starsNo key
PythonMIT★ 1Few starsNo key
MCP servers for agentic parser generation. Provides wrappers to community parser, as well as prompt templates for fast deployment.
PythonGPL-2.0★ 4Few starsNo key
Convert STL/OBJ/PLY meshes into B-rep CAD (STEP) with primitive fitting — CLI + MCP server
PythonMITFew starsNo key
Orchid - Orchestration interactive debugger - Record, inspect, & replay AI agents
SkillApache-2.0★ 5No key
SkillMIT★ 6No key
Open Agent Toolset Protocol (OATP) - universal spec for AI agent tool discipline, structural instrumentation, and deterministic execution. Vendor-agnostic interop layer for available tools and the pro
SkillApache-2.0★ 6No key
MCP server for Meta's nougat-ocr. Instruct your agent to convert academic papers to Markdown files with high mathematical accuracy
PythonGPL-3.0★ 3Few starsNo key
Who stands behind it
