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Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI subject line generation, multi-channel messaging (email + WhatsApp + push), deliverability monitoring, DMARC health checks, ecommerce revenue attribution, and advanced analytics.

Control real robots and IoT devices through AI agents. Self-register with wallet authentication, pay with ETH for tier upgrades, and execute Vision-Language-Action commands. Features robot control, sensor monitoring, multi-agent coordination, and autonomous payments.

Full email marketing platform for AI assistants — 32 MCP tools for campaigns, contacts, automations, A/B testing, AI content, multi-channel messaging (email + WhatsApp + push), deliverability monitoring, DMARC health checks, ecommerce revenue attribution, and advanced analytics.

Connect AI assistants to the Anycast network. Manage agents, send messages, control access policies, and monitor connectivity — all from Claude, Cursor, or any MCP-compatible client. 19 tools covering agent registration, P2P connections, groups, policies, and analytics.

Route tasks requiring human judgment to a vetted worker pool from any AI agent. Content moderation, refund decisions, data verification, quality assessments — when AI hits its limit, HumanRail routes to humans, verifies results, and pays workers via Lightning Network. 7 tools: create_task, get_task, wait_for_task, cancel_task, list_tasks, get_usage, health_check.

Local MCP server that gives AI agents eyes and hands on running Uno Platform apps. Agents can capture screenshots, inspect the visual tree, simulate pointer clicks, type text, send key presses, invoke automation peer actions, and query DataContext, enabling agentic UI development and testing across WebAssembly, iOS, Android, macOS, and Linux. Works with Visual Studio Copilot, VS Code, Claude Code, Codex, and any MCP-compatible agent

Cloud-hosted MCP server providing real-time Uno Platform documentation search, 26 topic routing rules, and a complete UI/UX design system. Grounds AI agents in official Uno Platform best practices for XAML, MVUX/MVVM, Material Design, responsive layouts, and .NET cross-platform development.

TurboPentest is an agentic AI penetration testing platform built by IntegSec that makes professional-grade security assessments accessible to every organization. Instead of waiting weeks for a manual pentest engagement or relying on a single scanning tool, TurboPentest deploys up to 20 autonomous AI agents that orchestrate 15 professional security tools - including Nmap, OWASP ZAP, Nuclei, Nikto2, OpenVAS, TestSSL, Subfinder, HTTPX, FFUF, Wafw00f, Gitleaks, Semgrep, Trivy, IntegSec PentestTools, and Paladin AI - in a single automated workflow. At the core is Paladin AI, an autonomous pentesting agent powered by Claude Sonnet 4.6. While Phase 1 tools gather reconnaissance data, Paladin is where the actual penetration test happens - specialist AI agents validate exploits, discover multi-step attack chains, generate proof-of-concept demonstrations, and assess business impact. This is what makes TurboPentest an agentic pentest rather than just a scanner with AI features. The result is a comprehensive security assessment that covers the OWASP Top 10, network-level vulnerabilities, TLS/SSL misconfigurations, exposed secrets, hidden endpoints, subdomain enumeration, and more. Every scan generates five professional deliverables: a detailed PDF report with severity-ranked findings and remediation guidance, a blockchain-anchored security attestation letter (Base L2) suitable for auditors, customers, and compliance frameworks like SOC 2 and ISO 27001, an attack surface map visualizing your external exposure, a STRIDE-based threat model outlining risk scenarios with prioritized manual testing recommendations, and retest commands (Docker-based) to verify remediation. Scans support both black box (external-only) and white box (with GitHub integration for source-level analysis via Gitleaks, Semgrep SAST, and Trivy SCA) modes. TurboPentest integrates directly into CI/CD pipelines through its GitHub Action, enabling security testing on every pull request or deployment. Results are typically delivered in up to 4 hours. Pricing starts at $49 per scan (Recon tier). Four tiers are available: Recon ($49, 1 agent, 30 min), Standard ($99, 4 agents, 1 hour), Deep ($299, 10 agents, 2 hours), and Blitz ($699, 20 agents, 4 hours). Volume discounts of 10-30% are available for 10+ scans, and subscription plans offer additional savings. TurboPentest is hosted on Microsoft Azure. Reports are built to meet the documentation requirements of SOC 2, ISO 27001, PCI DSS, HIPAA, and CMMC. For more information, visit https://turbopentest.com or contact support@integsec.com.

mctl is a self-service Kubernetes platform that automates infrastructure management via natural language. It integrates GitOps (ArgoCD), secrets management (Vault), and automated service onboarding into a unified set of 30+ MCP tools. Engineering teams can deploy, scale, and monitor their clusters directly from Claude, Cursor, or Gemini without manual CLI operations.

Strips PII (emails, SSNs, API keys, phone numbers, addresses) from text before agents send data to third parties. GDPR/HIPAA aligned. Stateless. Pay $0.005 USDC per scrub via x402 on Base network.

Compresses large blocks of text, code, or conversation history into hyper-dense Reasoning Maps optimized for LLM context windows. Saves agents 80%+ on token costs. Stateless. Pay $0.001 USDC per compression via x402 on Base network.

Your AI finds the right people for you. Agent-to-agent networking via MCP. Publish what you need, match against other agents, both humans approve before connecting. Ed25519 signed IntentCards, hosted API at api.aeoess.com.

100-tool browser automation for AI agents via MCP. Screenshots, DOM inspection, network capture, form filling, cookie management, tab orchestration, session recording, and structured data extraction via Chrome extension. One-command setup: npx crawlio-browser init auto-configures 14 MCP clients.recording + 1 compiler) with framework-aware intelligence, typed evidence infrastructure, and confidence-tracked findings — captures what static crawlers can't see.

eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs and host kernel events to build causal chains explaining GPU latency

Wireshark/tshark MCP server — capture live network traffic, analyze .pcap files, apply display filters, follow TCP/UDP streams, and export to JSON. Works with Claude Desktop, VS Code Copilot, and any MCP-compatible client.

MCP server for the FortiMonitor v2 monitoring API. 241 tools across 33 modules covering server management, outage monitoring, maintenance windows, metrics, notifications, cloud monitoring, SNMP, dashboards, reporting, and more. Unofficial community project, not affiliated with Fortinet. Python, MIT license, Docker and local deployment supported.

Full-stack AI marketing toolkit — scout X/Twitter and Reddit for trending topics, discover and deep-analyze competitors, find content gaps, publish SEO- and GEO-optimized articles with AI illustrations and voice-over in 55 languages, create social media adaptations for X, LinkedIn, Facebook, Reddit, Threads, Instagram, Instagram Reels, YouTube Shorts, and Shopify, generate lead magnets (checklists, swipe files, frameworks), ingest any URL (YouTube videos, web articles, PDFs, audio files) into structured content, ultra-cheap turbo articles from 2 credits, generate short-form AI avatar videos with subtitles, and run fully automated content autopilot. Powered by Citedy.

Identify plants from photos using the Pl@ntNet API. Returns ranked species matches with confidence scores, scientific/common names, and taxonomic data. 3 tools: identify_plant, list_projects, check_quota.

Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

Monetize your MCP server with contextual ads. 70% revenue share for developers. 8 tools: search_ads, report_event, create_campaign, create_ad, get_analytics, update_campaign, list_campaigns, get_ad_guidelines.

A remote MCP server deployed on Railway that exposes all 14 Softricks iDig tools to any MCP-compatible AI client. One config entry and your AI assistant has professional DNS diagnostics available in every conversation → https://mcp.softricks.net/sse Add that to Claude Desktop or Cursor, restart, and you can ask things like: "My emails are going to spam for example.com — what's wrong?" "Did my DNS changes propagate yet?" "Is our SSL cert about to expire?" "Run a full security audit on this domain." And your AI will call live DNS infrastructure to answer.

AI training dataset marketplace — 2M+ museum artworks across 7 world-class institutions with on-demand 111-field Golden Codex AI enrichment. x402 USDC micropayments on Base L2. First monetized art/provenance MCP server. Research-backed: dense metadata improves VLM capability by +25.5% (DOI: 10.5281/zenodo.18667735) The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation - SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with superior prompt adherence. LoRA support (Artiswa v2 style transfer). Upscaling - ESRGAN x4 Upscaler — Real-ESRGAN x4plus on NVIDIA L4 GPU (24GB VRAM). Takes 1024px to 4096px in ~1.15s. Production-grade super-resolution for print and archival quality. AI Enrichment - Golden Codex Metadata Creation (Nova) — 111-field deep visual analysis powered by Gemini VLM. Color harmony, composition, symbolism, emotional journey, provenance chain, archetypal resonance. 2,000-6,000 tokens per artwork. Research-backed: +25.5% VLM improvement (DOI: 10.5281/zenodo.18667735). Metadata Infusion - Atlas XMP/IPTC/C2PA Infusion — Embed Golden Codex metadata directly into image files via ExifTool. XMP-gc namespace, gzip+base64 compressed payload, SHA-256 Soulmark hash, C2PA Content Credentials. Strip-proof: metadata recoverable via hash registry even if XMP is removed. Verification - Aegis Provenance Verification — "Shazam for Art." Perceptual hash lookup against 100K+ scale LSH index (16x4 bands). Verify any image's provenance chain in <500ms. Free tier available. Dataset Access - Alexandria Aeternum — 2M+ museum artworks across 7 world-class institutions (Met, Rijksmuseum, Smithsonian, NGA, Chicago, Cleveland, Paris). Search, preview, and purchase enriched training data. Human_Standard and Hybrid_Premium tiers with auto-generated AB 2013 + EU AI Act compliance manifests. Permanent Storage - Arweave Permanent Storage — Store artifacts on Arweave L1 for 200+ year permanence. No AR tokens needed — pay in USDC via x402 and we handle the rest. Native AR SDK, direct L1 posting, transaction ID returned for on-chain verification. Your art outlives every server. NFT Minting - Mintra Blockchain Minting — Mint provenance-tracked NFTs on Polygon. Metadata-rich tokens with full Golden Codex schema on-chain. Archivus (Arweave) + Mintra (Polygon) pipeline: permanent storage → immutable ownership in one call. Pricing — Genesis Epoch: 20% off all services for 90 days. Volume discounts auto-apply per wallet (100+ 25% off, 500+ 37% off, 2000+ 50% off). Enterprise packages from $8,000.

AI training dataset marketplace — 2M+ museum artworks across 7 world-class institutions with on-demand 111-field Golden Codex AI enrichment. x402 USDC micropayments on Base L2. First monetized art/provenance MCP server. Research-backed: dense metadata improves VLM capability by +25.5% (DOI: 10.5281/zenodo.18667735). The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation - SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with superior prompt adherence. LoRA support (Artiswa v2 style transfer). Upscaling - ESRGAN x4 Upscaler — Real-ESRGAN x4plus on NVIDIA L4 GPU (24GB VRAM). Takes 1024px to 4096px in ~1.15s. Production-grade super-resolution for print and archival quality. AI Enrichment - Golden Codex Metadata Creation (Nova) — 111-field deep visual analysis powered by Gemini VLM. Color harmony, composition, symbolism, emotional journey, provenance chain, archetypal resonance. 2,000-6,000 tokens per artwork. Research-backed: +25.5% VLM improvement (DOI: 10.5281/zenodo.18667735). Metadata Infusion - Atlas XMP/IPTC/C2PA Infusion — Embed Golden Codex metadata directly into image files via ExifTool. XMP-gc namespace, gzip+base64 compressed payload, SHA-256 Soulmark hash, C2PA Content Credentials. Strip-proof: metadata recoverable via hash registry even if XMP is removed. Verification - Aegis Provenance Verification — "Shazam for Art." Perceptual hash lookup against 100K+ scale LSH index (16x4 bands). Verify any image's provenance chain in <500ms. Free tier available. Dataset Access - Alexandria Aeternum — 2M+ museum artworks across 7 world-class institutions (Met, Rijksmuseum, Smithsonian, NGA, Chicago, Cleveland, Paris). Search, preview, and purchase enriched training data. Human_Standard and Hybrid_Premium tiers with auto-generated AB 2013 + EU AI Act compliance manifests. Permanent Storage - Arweave Permanent Storage — Store artifacts on Arweave L1 for 200+ year permanence. No AR tokens needed — pay in USDC via x402 and we handle the rest. Native AR SDK, direct L1 posting, transaction ID returned for on-chain verification. Your art outlives every server. NFT Minting - Mintra Blockchain Minting — Mint provenance-tracked NFTs on Polygon. Metadata-rich tokens with full Golden Codex schema on-chain. Archivus (Arweave) + Mintra (Polygon) pipeline: permanent storage → immutable ownership in one call. Pricing — Genesis Epoch: 20% off all services for 90 days. Volume discounts auto-apply per wallet (100+ 25% off, 500+ 37% off, 2000+ 50% off). Enterprise packages from $8,000.

AI training dataset marketplace — 2M+ museum artworks across 7 world-class institutions with on-demand 111-field Golden Codex AI enrichment. x402 USDC micropayments on Base L2. First monetized art/provenance MCP server. Research-backed: dense metadata improves VLM capability by +25.5% (DOI: 10.5281/zenodo.18667735). The complete creative AI pipeline exposed as MCP tools. From generation to permanent storage — every stage available via x402 USDC micropayments on Base L2. Generation - SD 3.5 Large + T5-XXL — Stable Diffusion 3.5 Large with T5-XXL text encoder on NVIDIA L4 GPU. High-fidelity image generation with superior prompt adherence. LoRA support (Artiswa v2 style transfer). Upscaling - ESRGAN x4 Upscaler — Real-ESRGAN x4plus on NVIDIA L4 GPU (24GB VRAM). Takes 1024px to 4096px in ~1.15s. Production-grade super-resolution for print and archival quality. AI Enrichment - Golden Codex Metadata Creation (Nova) — 111-field deep visual analysis powered by Gemini VLM. Color harmony, composition, symbolism, emotional journey, provenance chain, archetypal resonance. 2,000-6,000 tokens per artwork. Research-backed: +25.5% VLM improvement (DOI: 10.5281/zenodo.18667735). Metadata Infusion - Atlas XMP/IPTC/C2PA Infusion — Embed Golden Codex metadata directly into image files via ExifTool. XMP-gc namespace, gzip+base64 compressed payload, SHA-256 Soulmark hash, C2PA Content Credentials. Strip-proof: metadata recoverable via hash registry even if XMP is removed. Verification - Aegis Provenance Verification — "Shazam for Art." Perceptual hash lookup against 100K+ scale LSH index (16x4 bands). Verify any image's provenance chain in <500ms. Free tier available. Dataset Access - Alexandria Aeternum — 2M+ museum artworks across 7 world-class institutions (Met, Rijksmuseum, Smithsonian, NGA, Chicago, Cleveland, Paris). Search, preview, and purchase enriched training data. Human_Standard and Hybrid_Premium tiers with auto-generated AB 2013 + EU AI Act compliance manifests. Permanent Storage - Arweave Permanent Storage — Store artifacts on Arweave L1 for 200+ year permanence. No AR tokens needed — pay in USDC via x402 and we handle the rest. Native AR SDK, direct L1 posting, transaction ID returned for on-chain verification. Your art outlives every server. NFT Minting - Mintra Blockchain Minting — Mint provenance-tracked NFTs on Polygon. Metadata-rich tokens with full Golden Codex schema on-chain. Archivus (Arweave) + Mintra (Polygon) pipeline: permanent storage → immutable ownership in one call. Pricing — Genesis Epoch: 20% off all services for 90 days. Volume discounts auto-apply per wallet (100+ 25% off, 500+ 37% off, 2000+ 50% off). Enterprise packages from $8,000.

A Model Context Protocol (MCP) server that provides tools for discovering Kubernetes services and running kubectl port-forward sessions (optionally with separate log windows). It is designed for MCP clients/LLMs that translate natural language into structured tool calls.

Build with live API data. Paste this MCP URL into your AI coding assistant and get instant access to SODAX API data plus SDK documentation that auto-updates from GitBook.

MCP server for the Proxenio verified intent network. Enables AI agents to discover platform capabilities, configure API key authentication, retrieve verified professional matches, and accept introductions with principal-inherited trust controls.

Verifiable Memory-as-a-Service for AI agents. Persistent, searchable, graph-connected knowledge with optional Starknet on-chain proofs. Works locally with zero config (SQLite) or in cloud mode.

DNS, IP, AS, domain reputation, and Lightning Network intelligence. 44 tools for DNS lookups, reverse DNS, passive DNS, IP reputation, threat intelligence, AS/BGP routing, domain rankings, MAC address lookups, and Bitcoin Lightning Network data. No authentication required.

Structured failure knowledge for AI agents — 1,000+ errors across 20 domains. Dead ends, workarounds, error chains, and freshness tracking.

Toleno Network MCP Server — Control your Toleno mining account directly from Claude AI using natural language.

Structured failure knowledge for AI agents — 501 errors across 14 domains. Dead ends, workarounds, and error chains.

First Dutch AI-native energy comparison platform with MCP support. Calculate annual energy costs, compare contracts from all Dutch suppliers, get real-time EPEX dynamic prices, calculate solar panel net metering benefits, and get supplier ratings. Built for Claude and other AI assistants.

MCP Server for Visual Studio bridges your IDE with AI coding assistants like Claude Code, Cursor, Windsurf, and Cline. Unlike file-based tools, this extension provides what AI agents CAN'T do alone: • IntelliSense & semantic code understanding (powered by Roslyn) • Symbol search - definitions, usages, inheritance hierarchies • Solution/project navigation and document outlines • Build execution with clean, structured error output • Async test execution with progress tracking • Solution-wide refactoring (rename symbols across all files) 20 tools designed for AI consumption with token-efficient output. Windows only. Supports VS 2022 (17.13+) and VS 2026.

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, metrics, and traces, enabling automated RCA and predictive analysis.

Description: The Neural Router for DepthOS. A polyphonic Model Context Protocol (MCP) server that orchestrates an ensemble of LLM specialists into a unified development hive mind. Implements the .depthos/touchpoint.md protocol for absolute project alignment.

This server contains 5 tools. It could be used to simulate cascading failure scenario for lifeline network recovery (LNR). It has been tested in a case of Shelby County.

This server contains 6 tools. It could be used to process data for lifeline network recovery (LNR). It has been tested in a case of Shelby County.

A Model Context Protocol (MCP) server that creates a bridge between AI language models and the Trakt.tv API, allowing LLMs to access real-time entertainment data and personal Trakt viewing history. Built with a domain-focused architecture using FastMCP, providing clean separation of concerns across authentication, shows, movies, user data, comments, search, and check-in functionality.

sholarPlot MCP - AI-powered scientific figure generator for researchers. Create publication-ready charts, neural network diagrams, flowcharts & mechanism illustrations that meet Nature/Science/IEEE journal standards in seconds

A Model Context Protocol (MCP) server that provides secure SSH capabilities for AI assistants, enabling remote command execution, SFTP file transfers, and port forwarding with comprehensive security controls. Features: - 🔐 Secure SSH Command Execution - Execute commands on remote servers with granular security controls - 🛡️ Host Allowlisting - Only connect to pre-configured, trusted servers - 📁 SFTP File Operations - Upload, download, list, and delete files on remote servers - 🌉 SSH Port Forwarding - Create secure tunnels to access remote services - 🔄 Connection Pooling - Persistent connections with automatic management - 🔑 SSH Key Authentication - Secure authentication using SSH private keys - ⚙️ SSH Config Integration - Import servers from your existing SSJ config file - ✅ Command Allowlisting - Restrict which commands can be executed - 📦 Named Services - Pre-configured port forwarding services for common use cases - 🎯 Command Templates - Reusable parameterized commands with variable substitution

## Features - **Device Control**: GPIO, PWM, sensors, cameras - **Robotic Arms**: Amber B1, Lucid One with gripper support - **Mesh Networking**: Auto-discovery across LAN - **Security**: AES-256 encryption, token auth ## Installation pip install regennexus

We help AI startups offset inference costs by monetizing user intent with context-aware ads via MCP. Getting Started: Sign up at app.earnlayerai.com to receive your API key, then connect to our MCP server and SDK—see docs.earnlayeraiai.com for the 20-minute integration guide.


Map text into knowledge graphs to create a structured representation of conceptual relations and topical clusters in your documents. Detect content gaps between the topical clusters and generate research questions to drive research and content creation using the powerful Graph RAG technology underpinning InfraNodus. Get additional insights about texts: main topics, keywords, and underlying themes. Connect to your existing InfraNodus graphs or create new ones to enrich analysis and outputs.

https://github.com/enuno/unifi-mcp-server

DevExpress documentation at your AI's fingertips.

A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files. mcpcap enables LLMs to read and analyze network packet captures with protocol-specific analysis tools that accept local file paths or remote URLs as parameters (no file uploads - provide the path or URL to your PCAP file).

A Model Context Protocol (MCP) server that provides LLMs with network information lookup tools through WHOIS and RIPE Database queries.

A powerful IPCONFIG MCP (Model Context Protocol) server built on Cloudflare Workers, providing IP address lookup, geolocation, and network connectivity testing tools for AI assistants.

Quake MCP Server

AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance. Features Kubernetes deployment intelligence with semantic capability management, documentation testing & validation, organizational pattern management, and shared prompts library.

🚀 The ONLY browser automation that bypasses Cloudflare, antibots, and social media blocks. Supercharge any MCP-compatible AI agent with undetectable, real-browser automation. No CAPTCHAs. No blocks. Just results.⚡ 30-second setup • 🛡️ Undetectable by design • 🏆 98.7% success rate on protected sites • 🕵️ Full network debugging via AI chat Features: Works on protected sites that block traditional automation- Pixel-accurate element cloning via Chrome DevTools Protocol - Full network debugging through AI chat — see every request, response, header, and payload- Your AI agent becomes a network detective — no more guessing what APIs are being called- 🎛️ Modular architecture — disable unused sections, run minimal installs- ⚡ Lightweight deployments — from 21 core tools to full 88-tool arsenal- Clean MCP integration — no custom brokers or wrappers needed- 88 focused tools organized into 11 logical sections

A comprehensive Model Context Protocol (MCP) server for Nextcloud integration, providing AI agents with secure access to Nextcloud's file management, sharing, user administration, and system monitoring capabilities.

The OPNsense MCP Server provides comprehensive network management capabilities through the Model Context Protocol (MCP), enabling natural language interaction with your OPNsense firewall. Manage devices, monitor traffic, configure firewall rules, and troubleshoot network issues using AI chat interfaces. Example: Find devices: "Show me all devices on the network" Device identification: "What is morpheus doing on the network?" Network topology: "Show me LLDP neighbors" With a good model like Cursor auto-mode the capabilities are awesome and combine with results of other mcp tools.

A Model Context Protocol (MCP) server for managing Rook Ceph storage clusters in Kubernetes environments.

mcp-kubernetes-ro is a Model Context Protocol (MCP) server providing read-only access to Kubernetes clusters for AI assistants. It enables AI models to list resources, get resource details, retrieve pod logs, discover API resources, and perform base64 encoding/decoding operations - all while maintaining security through read-only access. The server leverages your local kubectl configuration (even when kubectl is not required to be installed) and provides a safe, read-only interface to your Kubernetes clusters, preventing any destructive operations while allowing comprehensive cluster inspection and troubleshooting capabilities.

.NET bindings for VMware VIX API with Model Context Protocol server for AI-driven virtual machine automation. Enables natural language control of VMware VMs through AI assistants like Cursor IDE.

Make AI work for teams, communities and collaborative environments everywhere 🤖💝

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Authorize.Net (beta): https://www.cdata.com/download/download.aspx?sku=CWZK-V&type=beta

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for SAP Netweaver Gateway (beta): https://www.cdata.com/download/download.aspx?sku=GCZK-V&type=beta

k8s-mcp-server is a Kubernetes and Helm management tool based on Model Context Protocol (MCP), designed specifically for n8n workflow automation platform. Core Features: Kubernetes Management: Provides 11 kubectl tools supporting 19 resource types for querying, monitoring, and management Helm Integration: Complete set of 5 Helm tools including release management, status queries, and configuration management n8n Compatibility: Supports SSE (Server-Sent Events) connections for direct integration into n8n workflows Project Status: Version: 2.2.0 Completion: 89.5% (34/38 features) Architecture: Node.js + Express + MCP SDK Deployment: Docker containerized, supports Kubernetes cluster deployment Main Tools: Resource Query: kubectl_get (with label selector support) Resource Monitoring: Top series tools (nodes/pods/containers) Deployment Management: Scaling, restart, HPA editing Helm Management: Release status, configuration values, deployment history Security Features: Strict input validation and character filtering Only supports safe read and controlled management operations Runs as non-root user with principle of least privilege

These tools are used to query sample-related information within the foundational network data set. Currently, this includes access to sandbox analysis data.

These tools are used to query IP-related information within the foundational network data set. Currently, this includes IP geolocation lookup.

These tools are used to query domain-related data within the broader scope of foundational network security data. This includes co-occurring domains, domain popularity rankings, webpage content, and domain intelligence from the Libra data platform.

Core network security data includes PassiveDNS resolution records, domain and IP registration details, website certificate information, and IOC (Indicators of Compromise) database queries.

网络基础数据，包括passivedns解析数据、域名和IP的注册信息、网站证书、IOC库的查询。

网络基础数据，包括passivedns解析数据、域名和IP的注册信息、网站证书、IOC库的查询。

The most powerful open-source Cairo code generator.

Peliqan is an all-in-one data platform with ETL and built-in data warehouse. The Peliqan MCP server allows you to connect to all your business applications to query data, ask analytical questions on your data etc. Use Peliqan to expose your SaaS business applications via MCP and to get real-time access to all internal company data. Available connectors include: Adobe Commerce, AFAS, Aircall, Airtable, Akeneo, AllGravy, Amazon QuickSight, Apache Airflow, Apache Superset, Apple App Store, Aproplan Letsbuild, Archisnapper, ArchX, S3, BambooHR, Bank Transactions, Benchmarking Alliance, Bigcommerce, BigQuery, Billit, Billtobox Banqup, Billtrust (iController), Bol, Brevo, CareerPro FLA (RSZ), Chargebee, Cin7 Core, Cin7 Omni, ClickHouse, CreditSafe, d2o PMI, Docebo, Dropbox, Dynamics 365 Finance and Operations (AX), DynamoDB, Elastic Search, Elina PMS, Exact Online, Excel, Facebook, FDT Sellus, FHIR, FileMaker, FortNox, Freshdesk, GeoCode API, GeoDynamics, GeoFleet, Github, Globis, Gong, Google Ads, Google Analytics, Google Calendar, Google Docs, Google Drive, Gmail, Google Play Store, Google Sheets, HelpScout, Heylog, HubSpot, HubSpot Analytics, IFS ERP, Intercom, IonBiz, Jira, Klarna, Klaviyo, Klenty, LightSpeed eCom, LightSpeed Retail (R-Series), Linkedin, Lobster Logistics Cloud, Looker, Magento, Magicline, Mailchimp, Mailerlite, Metabase, Mews, Microsoft Business Central Custom API, Microsoft Dynamics 365 Business Central, Microsoft Fabric DWH, Microsoft Outlook, Microsoft Outlook Calendar, Microsoft Teams, Mixpanel, Monday, MongoDB, MQTT, SQL Server, mWorker, MySQL, N11, NetSuite, NMBRS, Norges Bank Currencies, Notion, Odoo, OneDrive, OpenAI, Optioryx, Parseur, PayPal, Pimcore, Pipedrive, Planday, Ponto, Postgres, PostHog, Postmark, Power BI, Power Office, Qdrant, Qlik, Quickbooks, Redshift, Salesforce, SAP SQL Anywhere (Sybase), SaySimple, SD Worx, SendCloud, SFTP, Sharepoint, Shiji ReviewPro, Shopify, Simplicate, Slack, Snowflake, Solvice, Starshipit, Stripe, sugar CRM, Supabase, Superagent, Tableau, Teamleader Focus, Teamleader Orbit, Test connector, TraxGo, Trimble Connect, Trino, TripleTex, Typeform, Unleashed ERP, Veroo, VIES EU VAT validation, Visma Bouwsoft, Visma E-conomic, Visma Net (Visma.net), Vitally.io, Weather API, Weclapp, Whatsapp, Workday, Xero, Yuki, Zendesk, Zenvoices, Ziggu, Zoho Creator, Zoho CRM, Zoho Invoice, REST, CSV, API, XML, JSON, API driver, OData, FTP, SFTP, Parquet and many more...

Demo eks mcp server

convert any remote MCP Server as blueprint in seconds

An MCP (Model Context Protocol) server application for Kubernetes operations, providing a standardized API to interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files.

A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and Kubernetes

CivicNet MCP Tools are a modular set of administrative and developer utilities that make it easy for any community, organization, or contributor to manage, audit, test, and extend their local MCP (Model Context Protocol) server and node.

Civicnet MCP Server - modular, principle-driven server for local, trusted, and agentic community AI.

Model Context Protocol (MCP) Server para administración inteligente de tareas del equipo OnBotGo. Integra APIs existentes de Apiaim e Intranet con capacidades de IA para gestión optimizada de proyectos.

MCP server for 23andMe genetic data retrieval by RSID

In this repo I have created an E-Commerce website and deployed i on Kubernetes and tools used in this Amazon Q with Kubernetes-MCP-Server, Docker, Docker-Compose and Jenkins.

An MCP server used for deep insights into Kubernetes.

Model Context Protocol Server for IIS web server management

MCP Server that orchestrates research with Claude and Perplexity/GPT/Gemini automatically

Un MCP server per la gestione di cluster Kubernetes su AKS (Azure Kubernetes Service), utilizzabile da Claude Desktop. Offre strumenti per eseguire comandi `kubectl` e `kubectx` direttamente da un'interfaccia conversazionale.

A Model Context Protocol (MCP) Gateway. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE).

K8s MCP Server

Spring AI implementation of a Kubernetes MCP Server

MCP server for Helm package manager

Mirror of

Model Context Protocol server for Cyclops

MCP server demo for Wi-Fi queries on Linux distros

MCP server to configure and interact with SONiC network devices

Using Azure OpenAI perform series of tasks using mcp server

A Model Context Protocol server that facilitates interaction with the Solana blockchain, built using the Ping Agent Kit. (

Explore the Unofficial UniProt MCP Server, your gateway to advanced protein analysis with 26 specialized tools. Join the community and enhance your research capabilities today! 🐙🌟

All-in-one offensive security toolbox with AI agent and MCP architecture. Integrates tools like Nmap, Metasploit, FFUF, SQLMap. Enables pentesting, bug bounty hunting, threat hunting, and reporting. RAG-based responses with local knowledge base support.

A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents. The .NET Types Explorer MCP Server is a powerful tool designed to help AI coding agents understand and work with .NET codebases. It provides a structured way to explore assemblies, namespaces, and types in .NET projects, making it easier for AI agents to generate accurate and context-aware code suggestions. The server uses reflection to extract detailed type information from compiled .NET assemblies, including classes, interfaces, methods, properties, fields, and events. This information is then made available through a set of tools that can be used by AI agents to explore the codebase in a systematic way. Features Assembly Exploration: Retrieve a list of all assemblies referenced by a .NET project Namespace Exploration: Discover all namespaces within specified assemblies Type Exploration: Get detailed information about types within specified namespaces, including: Full type names with generic parameters Implemented interfaces Constructors with parameters Methods with return types and parameters Properties with types and accessors Fields with types and modifiers Events with handler types NuGet Package Search: Search for NuGet packages on nuget.org with filtering and pagination NuGet Package Version Information: Retrieve version history and dependency information for specific NuGet packages Filtering: Apply wildcard filters to narrow down results Pagination: Handle large result sets with built-in pagination

The aimiox AMXNet Network Devices MCP Server enables seamless interaction with network devices through any SSE-compatible MCP client. It provides a powerful interface for managing, monitoring, and controlling connected devices like servers, routers, switches, and more.

ISE MCP Server The ISE MCP Server dynamically exposes Cisco Identity Services Engine (ISE) resources as structured, discoverable tools through the Model Context Protocol (MCP). It provides seamless integration with Cisco ISE using a structured JSON-RPC interface, simplifying automation, data retrieval, and integration into network operations workflows. Configured securely via environment variables, the server dynamically registers tools based on configured Cisco ISE REST API endpoints, each capable of handling optional filters to precisely retrieve the data you need. Key Features: Dynamic Tool Generation: Automatically creates structured tools from provided Cisco ISE REST API endpoints. Advanced Filtering: Tools support precise filtering using fields such as: Endpoints: name, mac, operatingSystem, etc. Identity Groups: name, parent, etc. Network Devices: ipaddress, modelName, softwareVersion, etc. Profiles and Certificates: friendlyName, issuedBy, expirationDate, etc. Licenses and Patches: name, status, expiry, etc. Policy and Security Groups: conditionType, attributeName, value, etc. and many others tailored to Cisco ISE configurations. JSON-RPC Interface: Easy integration with automation workflows through clear, structured JSON-RPC methods (initialize, tools/discover, tools/call). Secure & Flexible Setup: Configure environment variables (ISE_BASE, USERNAME, PASSWORD) for secure and flexible integration. Use Cases: Automating security policy audits. Real-time monitoring and analytics of network access. Dynamic retrieval of configuration and session state for troubleshooting. Integrating Cisco ISE data seamlessly with third-party tools. Operating Modes: One-shot Mode: Process single JSON-RPC requests, ideal for event-driven automation. Persistent Mode: Continuously listens for JSON-RPC requests for ongoing integrations. This server is ideal for network administrators, automation engineers, and security teams looking to efficiently manage and automate Cisco ISE data operations.

AI-Assisted GitOps for Kubernetes clusters managed by Flux CD

Gives any LLM the tools to run network commands like ping, traceroute, mtr, HTTP and DNS resolve from any location in the world.

This repo covers LLM, Agents concepts both theoretically and practically: LLMs, RAG, Fine Tuning, Agents, Tools, MCP, Agent Frameworks, Reference Documents, Links

MCP Server is a tool for injecting faults and performing stress tests on Kubernetes pods and hosts using Chaos Mesh.

ToolHive makes deploying MCP servers easy, secure and fun

Mirror of

An MCP Server for Kubernetes kubernetes, mcp, mcp-server

Simple, modular, and observable Go framework for backend applications.

Mirror of

Mirror of

An MCP (Model Context Protocol) server application for Kubernetes operations, providing a standardized API to interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files.