Model Context Protocol servers that extend AI capabilities
Find opportunities, track market activity, and discover business signals with real-time data.
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, RETA quota.
Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP.
Repertoire & program archive for classical vocalists. Match works from posters, save, search.
Local-first, MCP-native multi-agent platform — job tracker + daily briefing for software engineers, with tracing, evals, and budgets.
...moreThe Django MCP gateway that discovers your API automatically — zero boilerplate, auto-discovery, dispatcher pattern, OAuth 2.0
...moreCodeKB Search MCP Server — AI Agent 代码知识库检索服务
LLMOps.Pro
Reference Python agent for the LLMOps.Pro sovereign-AI substrate. Consumes the five MCP servers (nwc-mcp, nostr-ops-mcp, marketplace-mcp, albyhub-admin-mcp, paywall-mcp) and demonstrates the agent-pays-paid-MCP loop end-to-end. Ollama-first, API-pluggable. Built on pydantic-ai — no LangChain. MIT.
...moreCore policy-controlled MCP gateway for agent-accessible services
Python client for the clariBI MCP server. Typed tool methods auto-generated from the live tool catalog.
MCP server for remote VPS management via SSH key authentication — designed for Claude Code
MCP server for reproducible, grounded, citation-verified research — sub-task pipelines, provenance sidecars, publication-grade visualisation, grounded reasoning, and self-tested dashboards.
...moreEvidence-first financial research — every signal traced to its SEC filings and verifiable against a public, git-anchored ledger. CLI + REST + MCP + LangChain/LlamaIndex. Research / education only — not investment advice.
...moreGitHub Actions
DocketLayer MCP server — court docket monitoring for AI agents
bobdickinson
A terminal UI (TUI) inspector for Model Context Protocol (MCP) servers
ruben-feito
Model Context Protocol server: expert assistant for SphereServer (Ultima Online emulator) and the .scp scripting language. Version-aware RAG over Source-X, Source-Archive, Scripts-X, Sphere Community Wiki and changelogs.
...morelongjiangdsg
Scientific literature search CLI powered by SciMaster. Ships both a `sci` command and a `sci-mcp` Model Context Protocol (MCP) server for Claude Code / Cursor / other MCP clients.
...moreGitHub Actions
A runtime zero-dependency CLI that catches stdout pollution and handshake failures in MCP stdio servers.
ross-emcy
Emcy telemetry SDK for MCP servers - track tool invocations, errors, and performance
chrisryugj
국토교통부 건축HUB → MCP 서버. 건축물대장·건축인허가·주택인허가 + 법정동코드 + 한 필지 종합카드·동 단위 통계·노후건축물 분석. 공용키 탑재 remote 커넥터(URL만 등록)
bulaofen0036-coder
Drive Siemens TIA Portal V20/V21 (STEP 7, WinCC Unified) from any MCP client — create projects, generate PLC & HMI, compile & diagnose. Prebuilt runtime, no Openness coding required.
...moreAIScientists-Dev
A transparent, reusable, evolving way to run tasks with your AI agent. Works with Claude Code, Codex, and Cursor.
kavin0x
TheCouncil is an open-source, self-hosted multi-agent AI deliberation platform that runs structured debates between LLM personas through a FastAPI backend and Next.js dashboard. Alternatively, you can use the CLI TUI.
...moreAndrea-Scuderi
Agentic UI testing in Xcode