One MCP server, one consistent tool vocabulary, for BambooHR and Greenhouse ATS write operations: create/update candidates, advance/move/reject applications. No separate integration code per platform.

Read-only MCP server for MuleSoft Anypoint Platform: application logs, Monitoring Archive search, Runtime Manager, API Manager and Exchange.

KANAP, the open source IT governance platform: IT budget (OPEX/CAPEX), application landscape, project portfolio, tasks and documentation in one governed record, with Plaid, a built-in AI agent. AGPL v3. Self-host free, or hosted.

MCP server for the Upsun cloud application platform

MCP for LUNO, the AI-era Backend Platform — not the Luno crypto exchange. Agents BUILD/OPERATE (Claude Code, Cursor, Codex). Humans REGISTER/GOVERN. Applications CONSUME. luno.rest · doc.luno.rest · npx -y @luno-cms/mcp setup

Integrate Hugeicons seamlessly into your applications. Discover icons, access platform-specific usage instructions, and enhance your projects with comprehensive documentation and examples.

Auth0 delivers a flexible identity and access management solution, offering authentication, authorization, and secure login flows to help developers protect applications across various platforms effectively

Open-source MCP platform connecting AI applications with engineering tools, documentation, and workflows.

An open-source self-hosted infrastructure platform for managing applications and infrastructure across your own servers.

Read-only MCP server for MuleSoft Anypoint Platform: application logs, Monitoring Archive search, Runtime Manager, API Manager and Exchange.

An enterprise-grade project scaffolding platform and CLI to generate production-ready, AI-compatible application architectures.

MCP server for Hunaras — AI-native recruiting platform. Search jobs, manage applications, check AI interview assessments, schedule meetings, and more.

The Auto-Remediation Monitoring & Control Platform (ARM-CP) is an intelligent DevOps solution designed to monitor, diagnose, and automatically resolve issues in containerized applications.

Log Claude Code sessions to Opik, the open-source LLM observability and evaluation platform, built by Comet. Tracing, evaluation, and skills for observable AI applications.

A Spring Boot application that implements the Model Context Protocol (MCP) server, providing AI-powered tools for different platforms. This server can be integrated with Claude Desktop and other MCP-compatible clients.

Self-hosted application security platform: SAST, DAST and SCA with AI false-positive validation. OWASP Top 10/CWE mapping, SBOM export, CI/CD integrations and MCP server.

Open-source AI job search platform. Discover jobs, tailor resumes, prepare interviews, and track applications. Self-hosted, BYOK.

AICalendar is a cross-platform AI-powered calendar application built with .NET MAUI and Blazor. It helps users efficiently manage their schedules, appointments, and events with intelligent features and a modern user experience.

Djilali Liabès University Master's Thesis: A verified, GPS-aware healthcare infrastructure platform for Algeria, featuring an integrated web portal, mobile application, developer API, and AI agent tools (MCP).

An open-source AI productivity platform combining persistent task management, a Streamable HTTP MCP server, and Amazon Bedrock integration to connect conversational AI with real application tools.

Integrate your applications with the Pylon API to manage users, contacts, issues, and knowledge base articles seamlessly. Access and manipulate Pylon data through a comprehensive set of tools designed for efficient workflow automation. Enhance your productivity by leveraging this server to interact with Pylon's platform programmatically.

🌐 Multi-provider AI translation tool for JSON i18n files. Features: Google Gemini & Ollama support, incremental caching, multi-file deduplication, MCP server, batch processing, and cross-platform compatibility. Ideal for developers managing multilingual applications.

Ganjoor MCP Server connects AI assistants and agents to the Ganjoor Persian poetry platform through the MCP. It exposes poetry, literary analysis, historical figures, audio recitations, and related cultural information as structured tools that AI applications can discover and use.

JobPilot is a next-generation career assistant powered by AI Agents and the Model Context Protocol (MCP). It acts as your personal recruiter, tirelessly searching for jobs on platforms like LinkedIn, optimizing your resume for specific job descriptions (JD), and the application process.

AI-powered old-age pension assistance platform that connects citizens and block officers through secure MCP servers, OAuth 2.1 authentication, and a government pension portal. Built to simplify applications, track pension status, and support transparent officer approvals.

Form.io agentic toolset — the Form.io MCP server plus a skill library for building applications on the Form.io platform, usable from any coding agent that reads Agent Skills or speaks MCP.

# Metis FCA Handbook AI Harness — MCP Server An MCP (Model Context Protocol) server that integrates the Metis FCA Handbook AI Harness into Claude Desktop and other MCP-compatible agents. **Tool name:** `evaluate_fca_handbook_applicability` Use this tool to analyze FCA Handbook applicability for a product, service, or firm. Returns structured compliance reasoning with verbatim handbook citations. ## Why choose The Metis FCA Handbook AI Harness? - **Efficiency** Multiplies effectiveness of compliance advice. Saves £80+ in token fees per Harness run. - **Deals with "Hard Problem"**, in which LLMs' token incentives prioritise training data so results are unreliable. - **Verbatim citations** Quotes verbatim entries from the FCA Handbook. Other AI systems struggle to do this. - **Matches real-world need** You do not have to start off knowing which sections you are looking for. Carries out structured searches across all 10,000+ FCA Handbook entries. - **Secure Design** Harness compartmentalisation, one-shot structure, and statelessness fits natively with emerging AI agent security standards such as OWASP Top 10 for Agentic Applications 2026. - **AI Accessible** Integrates easily with AI workflows and agents. Your LLM can use it as a tool. ## Design Principles The Harness is built on proven principles: - **Stateless** — Each request is independent; no session coupling - **One-shot** — Complete analysis in a single call; no multi-turn state - **Clear contract** — Explicit input/output schemas for easy integration - **Hosted** — Single canonical source; no version drift or stale data ## Use Cases ### Compliance AI Platforms Embed FCA reasoning as a service within your compliance platform. Users ask natural-language questions; your platform calls the Harness and presents structured reasoning. ### AI Agent Workflows Agents building compliance workflows can include FCA Handbook reasoning as a composed tool—no external API calls, just MCP configuration. ### Compliance Review Automation Integrate into document review or due-diligence pipelines. Automatically screen new rules against FCA applicability. ## For Regulatory Screening FS firms screening MCP servers will find: - **Simple model:** Stateless, no hidden state, no background jobs - **Clear contract:** Explicit input schema, output schema, error modes - **Transparent updates:** Version pinning; no automatic upgrades - **Single point of failure:** If the Harness is down, it is obvious; no cascading config issues - **Audit-friendly:** All calls logged centrally, not distributed

MCP server: build → see → interact → debug loop over native GUI apps

A cloud-native Kubernetes application demonstrating GitOps with ArgoCD, self-hosted GitHub Actions runners, OpenTelemetry distributed tracing, automated PostgreSQL HA with CloudNativePG, and Model Context Protocol (MCP) integration.

Agent-native personal app deployment center — tell your coding agent "deploy to my app center", confirm the plan, and get a healthy URL on your own Cloudflare account.

ZippyServe is a zero-dependency local web server. It lets you test single-page apps quickly. It serves directories, zips, HTML, and Markdown. [DOI: 10.5281/zenodo.21613944]

Noulette is a MCP platform that finds problems, propose fix and actually fix it (upon approvals) during app development and when running app in production.

Harness-agnostic MCP server that gives AI agents hands, memory, and guardrails to apply for jobs across platforms

PyWry is a cross-platform app factory, rendering engine and UI toolkit for Python that produces native desktop, web, and notebook experiences from a single API.

Agent declaratif M365 Copilot avec applications embarquees (MCP Apps), serveur MCP Node.js et connexion Dataverse - 100% vibe coded

AI-driven UI generation via Model Context Protocol. Generate React, Next.js, Vue, Angular applications from natural language.