io.github.crisnahine/rails-ai-context

38 MCP tools give AI agents live Rails schema, routes, models, and conventions.

io.github.mongodb-js/mongodb-mcp-server

MongoDB Model Context Protocol Server

co.lovie/company-formation

Form companies, manage bank accounts, cards, invoices and more — directly from your AI coding tools.

bio.atlarium/habitat-database

Structured aquarium, marine, terrarium and paludarium data for AI agents.

ai.airshelf/catalog

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

io.github.datasynx/agentic-ai-shadowing

Observes tasks and generates anonymized SOPs — task tracking and SOP review via MCP. Fully local.

io.github.pawvej/vidgrid

Give an AI agent eyes for video: turn a clip into a numbered frame grid + transcript.

io.github.popapidev/pop-mcp

Italian e-invoicing (FatturaPA/SdI), Peppol, PDF invoice generation, and account onboarding via POP

io.github.Nosmoht/talos-mcp-server

MCP server for Talos Linux — resources, services, logs, health, config, lifecycle via gRPC.

io.github.Cosmian/kms/refactor-plan

Plan a multi-file Rust refactor safely: investigate, plan, confirm, implement. Use before any multi-file refactor.

com.glance/glanceai-fashion

Fashion product discovery and virtual try-on via the Glance catalog

io.github.millerchou/rocketchat-mcp

MCP server for Rocket.Chat — messages, DMs, search, files, and channels over stdio

io.github.adanb13/cirdan

AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents

io.github.Mogacode-ma/infomaniak-mcp-agent

Unofficial Infomaniak MCP — hosting, Node.js, mail, DNS, kDrive, SSL, VPS, domains. 81 tools.

io.github.pulse-digital-dev/mcp-ai-visibility-index

AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.

io.github.DELIGHT-LABS/walletconnect-mcp

Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transactions.

io.github.filingtape/vigia-edgar

Always-on SEC EDGAR watcher: ~45s alerts when an insider files a Form 4 or a firm drops an 8-K.

io.github.antics-gg/antics-mcp

Deploy a web game to a playable multiplayer URL with rooms, state sync, and leaderboards.

io.github.Fauxetine/t1-t2-protocol

Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.

io.github.code-yeongyu/oh-my-openagent/refactor

Intelligent refactor command. Triggers: refactor, refactoring, cleanup, restructure, extract, simplify, modernize.

io.github.jkawamoto/mcp-florence2

An MCP server for processing images using Florence-2

io.github.omnigent-ai/omnigent/cursor-sdk-e2e-dev

Spin up a live local Omnigent server and exercise the Cursor SDK harness end-to-end — build cursor agents, run real turns, smoke-test, and bug-bash. Load when developing, testing, or debugging the cursor harness (omnigent/inner/cursor_executor.py, cursor_harness.py, cursor_auth.py) or its auth / model / tool-bridge behavior.

io.github.evefromwayback/govee-mcp

LAN-first, cloud-fallback MCP server for Govee smart lights and devices.

io.github.dynamitecircle/dc

Read and act on your own Dynamite Circle membership data via the public DC Member API.