Sandbox
915 repos for witness · Any agentClear
executeautomation/
mcp-database-server

MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases

380
kooshi/
SharpToolsMCP

A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.

223
skoowoo/
vaultr-notes

Vaultr: AI-native note-taking app compatible with Obsidian. AI agents organize and help you use your notes.

90
wowinter13/
solscan-mcp

An MCP server for querying Solana transactions using natural language with Solscan API

47
ashutoshsinghpr7/
wikiskill

WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.

144
maximhq/
bifrost
maximhq/bifrostConnectors

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

8k
inkeep/
agents
inkeep/agentsFrameworks & SDKs

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

1.4k

Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control

915
NVIDIA/
SkillEvaluator

Multi-tier framework for evaluating AI agent skills with quality gates, semantic overlap detection, synthetic evaluation dataset generation, and live agent evaluation that measures how skills affect agent behavior.

424

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

301
PatrickJS/
awesome-cursorrules

📄 Configuration files that enhance Cursor AI editor experience with custom rules and behaviors

41k

Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent

352
freema/
openclaw-mcp

🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication

184
mshojaei77/
ReActMCP

ReActMCP is a reactive MCP client that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search insights powered by the Exa API.

143
smadi0x86/
MDB-MCP

Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.

71
zenml-io/
mcp-zenml

MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines

49

Share the same project justfile tasks with your AI Coding Agent.

46

Open-source observability & evaluation platform for AI agents and coding agents. Trace LLMs, tools, prompts, costs & agent workflows with OpenTelemetry.

2.8k
freestylefly/
wesight

Open-source desktop AI agent workspace with one-click Claude Code, Codex, OpenClaw, Hermes Agent setup and custom LLM model routing.

918
ozgurcd/
gograph

Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.

219
designcomputer/
mysql_mcp_server

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

1.4k
JesusRS1/
stock-trade-finance-api

Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP

140
deepklarity/
harness-kit

A kit for building with AI agents and also the engineering patterns around it.

97
TheRaLabs/
legion-mcp

A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.

94