Model Context Protocol servers that extend AI capabilities
ywatanabe1989
Modular Python toolkit for scientific research with ~300 MCP tools — from raw data to manuscript
SilentJMA
WooCommerce plugin implementing Universal Commerce Protocol (UCP) and ACP for AI agent commerce, with secure checkout session APIs, agent authorization controls, and signed webhook-ready architecture.
...morebenmcnulty
Local-first orchestration harness for multi-device AI inference networks. Pool Ollama and OpenAI-compatible endpoints across your LAN, route tasks by capability, and run autonomous multi-agent workflows — no cloud accounts, no npm dependencies.
...moreEvery Goose needs its Maverick. Behavioral intelligence MCP server for AI agents.
arxiv MCP Team
Model Context Protocol server for arXiv PDF retrieval and LLM context generation.
fozzfut
Multi-agent documentation generator via MCP -- generates, verifies, and maintains project documentation
MCP server for streaming crypto market data via WebSocket
Michael Ikemann
MCP server for Microsoft Office integration
Michael Ikemann
Full-stack AI chat platform — multi-provider LLM, MCP tools, voice, budget
Michael Ikemann
Document-knowledge MCP agents — full-text search, parsers, blob sync
Michael Ikemann
Document plugin system — charts, tables, presentations, export via MCP
Michael Ikemann
Unofficial MCP server for Microsoft Office integration — powered by Microsoft Graph (msgraph-sdk)
A2A v1.0 SDK — Build sovereign AI agents with DID identity. Protocol bridges for Google A2A, ANP, MCP. Works with Vertex AI, AWS AgentCore, LangGraph, CrewAI.
...moreNucleus Apple MCP server (macOS EventKit via Swift sidecar).
jt-wang
Gaki Marketplace — buy and sell LLM inference access on-chain (USDC). MCP tools + HTTP API skill.
desu777
EchoClaw CLI
mdrv
Persistent semantic memory for AI agents — backed by SurrealDB.
aokiz
Ethan - Your AI Workflow Assistant
rsktash
Cross-model AI code reviewer — independent review for AI-assisted coding workflows
MCP server for Google Fonts typography system generation
CLI, proxy, and MCP payer for XRPL MPP HTTP payments
winci
Semantic search for your codebase — local-first RAG MCP server with hybrid search, AST-aware chunking, and usage analytics
...morelagi01
Arachne — Weaves code into optimal AI context via MCP. BM25 + semantic search, 4-layer assembly, any AI provider.
cpannpmjs
MCP Server for identity verification, enterprise check, vehicle query, OCR recognition and risk assessment in China.