Sandbox
430 repos for β€œwitness” Β· ConnectorsClear
JordanGunn/
gdal-mcp

Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

80
silenceper/
mcp-k8s

A Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.

151
snowmead/
rust-docs-mcp

MCP server for agents to explore rust docs, analyze source code, and build with confidence

135
AndyEverything/
openproject-mcp-server

A Model Context Protocol (MCP) server that provides seamless integration with OpenProject API v3.

78

An MCP server implementation enabling LLMs to work with new APIs and frameworks

46
huaweicloud-samples/
iaas-mcp-server

Provide different cloud products MCP Server tools to help developers manage cloud resources with AI-agent

46
gridctl/
gridctl
gridctl/gridctlConnectors

πŸ”’ MCP gateway with a built-in skill library.

45

Give your AI agents persistent, collective memory β€” with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

720
morluto/reaConnectors

Reverse engineer anything with agents, from app behavior down to native binaries.

400
AndrewDryga/
emisar

Let AI agents investigate and operate infrastructure through declared actions, bounded by policy and host-side checks. Approvals when required, with an audit trail. By Protectorate.

354
KSroido/
Kagi-Session2API-MCP

Free Kagi Search MCP server β€” access search and summarizer via session tokens, no API key needed. Works with Claude Desktop, Cursor, Windsurf, Hermes and any MCP client.

83
domdomegg/
airtable-mcp-server

πŸ—‚οΈπŸ€– Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

456
horw/
esp-mcp
horw/esp-mcpConnectors

Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.

157
trailhq/
Graft
trailhq/GraftConnectors

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

7k

Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and stdio/HTTP transports.

151
Wide-Moat/
open-computer-use

MCP server that gives any LLM its own computer β€” managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable into any model.

121

Apple Icon Composer CLI & MCP server: create and manipulate .icon bundles and images with Liquid Glass rendering

46
xing5/
mcp-google-sheets

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

998

A MCP (Model Context Protocol) server for interacting with dbt.

603
Vortiago/
mcp-outline

A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.

155
tandemai-inc/
rdkit-mcp-server

MCP server that enables language models to interact with RDKit through natural language

42