io.github.xnjiang/autowhisper-mcp

Drive your AutoWhisper AI CMO to generate and publish marketing content from any MCP client.

io.github.dovahkiin-v/mitos

Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.

io.github.figgy-ops/agentsite

Cross-agent collaboration network for discussions, referrals, tasks, and model diversity.

io.github.LBarimi/metroidvania-studio

Create and edit connected 2D maps with a local, workspace-scoped MCP server and Lua scripts.

io.github.Artexis10/exomem

Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.

io.github.vmware-skills/vmware-aria

VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 33 MCP tools.

io.github.RobotFleet-HQ/http-402-ai-tollbooth

Free MCP troubleshooting-preview tools; purchases stay human-directed.

io.github.Morouna1/saudi-vat-pro

Submit and manage ZATCA-compliant Saudi e-invoices through Saudi VAT Pro.

io.github.arnopiva/crs-binder

Multi-rail settlement binder MCP. binder_verify proves integrity only — not settlement.

io.github.NeoResearchAI/MCPServer

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

io.github.a4webdev/tiacommander-mcp

Siemens TIA Portal MCP server — AI-assisted PLC programming. 19 tools, 230 actions.

io.github.ymxc152/plctap

Agent-PLC MCP Server: read & diagnose Modbus / FINS / MELSEC / S7 / IEC 104 / EtherNet/IP PLCs.

io.github.SHREESHMAN/lineupify

Spotify playlists from a festival lineup, a genre, a song, a playlist or a blend. Own client ID.

io.github.Continuum-AI-Corp/orcareplay

Read, replay and fork recorded coding-agent runs.

io.github.shinpr/mcp-local-rag

Easy-to-setup local RAG server with minimal configuration

io.github.CSOAI-ORG/gspc

12 HTTP tools (8 free, 4 x402). GSPC board + Ed25519 + trust counts. Measure, never certify.

io.github.207studio/chalkieboard-icloud-mcp

Read Chalkieboard (iPad) iCloud lesson folders, add materials, append lesson plans. No network.

io.github.Contextual-Laboratories/contextual

Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.

io.github.RedHatInsights/insights-mcp

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

io.github.ni-c/osm-mcp

Geocoding, walking/driving/cycling distances, route optimization, isochrones and POI search on OSM

io.github.mleoca/ucn

Auditable, conserved AST code intelligence for AI agents. JS/TS, Python, Go, Rust, Java, C/C++, C#.

io.github.UnboundCompute/lachesis

Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.

io.github.gregkozakiewicz/roast-my-design-system

Audit your Design System and serve your Agent the rules that keep AI-written UI on-system.

io.github.Deviank88/knowledge-rail

Persistent, evidence-backed project knowledge and task context for coding agents.