Spring AI integration with MCP (Model Context Protocol)
Spring AI MCP extends the MCP Java SDK with Spring Boot integration, providing both client and server starters. It enables AI models to interact with external…
AI MCP Servers
Toolstem Mcp Server
Agent-ready financial intelligence tools for AI agents. Derives signals like UNDERVALUED, STRONG, and ACCELERATING — one call, one agent-friendly response.
Lumino
AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs…
Inistate
Inistate is a process platform where AI agents and humans share the same workflow primitives — same forms, same state transitions, same audit trail. Connect…
Youtube Skills For Ai Agents
YouTube skills powered by TranscriptAPI gives MCP-compatible AI agents direct access to YouTube's largest knowledge base. Extract full transcripts with…
Government Contract Intelligence
Government contract intelligence at your AI assistant's fingertips: this MCP server connects Claude, Cursor, Windsurf, and any MCP-compatible client to 9…
Your GPT for coding. Contextualize your codebase with a powerfully chained AI
The Search For A Refined Coding ChatGPT for Software Engineers
Servicialo — Open Protocol for AI-Coordinated Services
Open standard for professional service delivery. Defines how any AI agent can discover, schedule, verify, and bill professional services across any compatible…
Penpot Mcp
Penpot MCP is a revolutionary Model Context Protocol (MCP) server that bridges the gap between AI language models and Penpot, the open-source design and…
Pixelvault
AI-native marketplace for pre-cleared licensed assets. Search, license, and stream media rights programmatically — built for post-production, editorial, and…
Sgraal Memory Governance
Deterministic pre-action verdict gate for agent memory — USE/WARN/ASK/BLOCK before an agent acts on a stored memory. Governs your existing store, doesn't…
TaiwanWeatherWithMCPServer
# TaiwanWeatherWithMCPServer ### 串接中央氣象局API，讓AI模型獲得準確的天氣資料 #### MCP Python-sdk https://github.com/modelcontextprotocol/python-sdk #### 中央氣象署開放資料開放資料平台之資料截取API…
Mapleflow
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI through one API key. Plus translation, weather, and utility endpoints. Pay per token…
Proximo
Proxmox VE, Backup Server, Mail Gateway, and Datacenter Manager on one audited MCP surface — 365 tools; every mutation dry-run planned, snapshot-backed…
ShieldAPI MCP (shieldapi-mcp)
MCP server providing 9 security intelligence tools for AI agents. Real-time threat detection with pay-per-request USDC micropayments via x402 protocol. Free…
OpenPitch
Open, real-time intelligence on AI startups — valuations, ARR, funding — every figure sourced, dated, and confidence-scored, with public-source contradiction…
Blackmount Nlp Mcp
Blackmount NLP brings classical text analysis to any MCP client. 45 tools covering tokenization, stemming, readability scores (Flesch, Gunning Fog,
MCP based Math Drawing Client
Agentic MCP Client Server that solves a math task and draws output in rectangle in a drawing app.
Mcp Browser Agent
让 AI Agent（Claude/ChatGPT/Codex）像人一样操作浏览器。36个工具：截图、点击、填表、提取、PDF导出、签页管理、Cookie持久化、批量自动化。开源免费，npm 全局安装即用。
Agentcy - Your AI Marketing Agent
A managed AI marketing agent that plugs into all your AI tools. Ask about your marketing in natural language. Agentcy analyzes data across GA4, Google Ads…
Modelrunner
Official MCP server for ModelRunner — run 100+ AI models (image, video, audio, 3D) from Claude, Cursor & any MCP client. Remote Streamable HTTP + OAuth 2.1.
Sports Trading Card Agent
Real-time sports card pricing, market analysis, arbitrage detection, grading ROI, investment advice, and player stats (NBA/NFL/MLB). 9 tools for AI agents…
AlgoThesis — Trading Strategies for Claude
Ask Claude about any stock. Get backtested trading strategies with catalyst awareness. Supports theses, comparisons, backtests, and market opinions. Free, no…
Ghostlex Legal Ai: Indian Law Research Engine
GhostLex is a specialized Legal AI engine built for Indian litigation under the new BNS, BNSS & BSA frameworks. Plug it into Claude, Cursor, or ChatGPT and get…