MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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MCP server exposing UniFi application API documentation (Network, Protect, Site Manager, InnerSpace, Mobility, Carrier Fabric) as queryable tools
pypi MIT -
Applications and Integrations (Book 6): EEE cores into working systems — instrumentation, embedded/IoT, robotics, industrial automation, PV, batteries, EVs, microgrids, biomedical, engineering software, digital twins, 7 projects. 40 chapters, 225 figures, 953-page PDF, MCP server.
MIT -
UniFi MCP server that makes the official UniFi API documentation (Network, Protect, Site Manager, InnerSpace) queryable by AI agents — endpoint search, schema drill-down, code examples in 5 languages. Read-only, no controller credentials.
MIT ★ 40 -
A self-hosted job-search workspace: collect jobs, prepare applications and track replies, by hand or with your own AI agent.
MIT ★ 7 -
MCP server for PlanWire — UK planning application data for AI agents. Search, look up, and geo-query UK planning applications from Claude, Cursor, and any MCP client.
npm MIT -
Standalone npm-package for PT Application Inspector MCP
npm MIT -
AI job application agent: an MCP server that finds jobs on Greenhouse, Lever, Ashby and Workday and drafts every application, which your agent sends with its own browser after you approve.
npm MIT -
PBPgithub.com/MadGapun/PBPactive
Local AI job application assistant for the German-speaking job market (DACH) — job search, application tracking, CV analysis. MCP server for Claude Desktop, self-hosted, no cloud. Deutsch: dein Bewerbungs-Helfer, läuft komplett lokal.
MIT ★ 7 -
Powerful UniFi MCP server for UniFi OS & Network Application. Incxludes many undocumented APIs drven by a bundled OpenAPI spec. Includes an MCPB.
MIT -
MCP server for AI job search, resume matching, application tracking, and shared employer knowledge.
★ 2 -
MCP server for inspecting Azure API Management, Application Insights and App Service through .NET.
MIT ★ 1 -
Low-code application builder for PostgreSQL: build data-driven web apps in SQL. An open source alternative to Oracle APEX.
npm Apache-2.0 ★ 2 -
Docs for the official MCP server of Evander, the AI-native applicant tracking system (ATS): connect Claude, ChatGPT, Cursor and Claude Code.
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Free AI job applications that run on your computer: an MCP agent and local dashboard for Claude, Cursor, VS Code and Windsurf.
MIT ★ 4 -
architecture-discovery-mcpgithub.com/rdtan/architecture-discovery-mcpupdated this year
Auto-discover enterprise architecture artifacts from Java/Maven source code. Scan your project and generate TOGAF-standard deliverables in seconds — application architecture, data architecture, and data lineage.
★ 6 -
applycairn-releasesgithub.com/scumunna/applycairn-releasesupdated this year
Local-first AI job search assistant for Codex and Claude Desktop: tailored resumes, job scoring, application tracking, outreach, and interview prep.
NOASSERTION -
Turn Claude into a full job-search partner — Career KB, tailored resumes, application pipeline, interview prep. MCP server + local dashboard; your data never leaves your machine.
npm MIT ★ 7 -
An open source Model Context Protocol (MCP) server and command-line tool that helps your AI coding assistants quickly create baseline IAM policies that you can refine as your application evolves, so you can build faster. IAM Policy Autopilot analyzes your application code locally to generate identity-based policies for application roles, enabling faster IAM policy creation and reducing access troubleshooting time. IAM Policy Autopilot supports applications built in Python, Go, TypeScript, and Java.
pypi Apache-2.0 -
hiring-mender-mcpactive
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.
npm MIT -
Watch company job boards (Greenhouse, Lever, Ashby, Workable, Workday, Eightfold, Rippling), get a ranked digest of new matches, track every application, and use it from Claude via MCP. Never auto-applies.
pypi MIT -
Autonomous MCP server that automates job applications, form auto-fill, and recruiter outreach across 8 major job portals (LinkedIn, Naukri, Indeed, Wellfound, etc.).
MIT ★ 2 -
Run your job search from Claude, ChatGPT or any MCP agent: daily job matches, applications filled out for you, referrals and interview prep. Agent skills + remote MCP server.
MIT -
ATS resume checker MCP server: lets Claude, Cursor or VS Code read your resume the way an applicant tracking system does and score it with a published, deterministic rubric. Runs locally.
npm MIT -
ATS resume checker and parser: reads a resume the way an applicant tracking system does, scores it with a published deterministic rubric, and matches it to a job description. CLI, MCP server and GitHub Action.
npm MIT ★ 3 -
Self-hosted AI job search MCP server for Claude Code and Codex. Collects fresh jobs from Greenhouse, Lever, Ashby, Workday and 1,000 tech companies, filters them your way, and tracks every application. Free on Cloudflare.
MIT -
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.
AGPL-3.0 ★ 8 -
yaktool-gs1-mcpactive
GS1 barcode data as an MCP server: build a GS1-128 / GS1 element string from Application Identifiers with FNC1 placement handled, generate a GS1 DataMatrix (ECC200) as SVG, and validate the eight GS1 identification keys beyond GTIN — SSCC, GLN, GRAI, GIAI
npm MIT -
A comprehensive Model Context Protocol (MCP) server application built with .NET 9, featuring 50+ AI-powered tools for text processing, creative writing, analysis, and business applications.
MIT -
laravel-loopgithub.com/kirschbaum-development/laravel-loopupdated this year
Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifically for Laravel applications. It connects your Laravel application with AI assistants using the MCP protocol.
MIT ★ 131 -
Leverage the GitHub search API to enhance your applications with powerful search capabilities. Integrate seamlessly and retrieve relevant data from GitHub repositories efficiently. Start building smarter applications with enhanced search functionalities today.
smithery -
heroicons-mcp is a Model Context Protocol (MCP) server that exposes Heroicons. It allows LLMs and agentic applications to search, list, and generate usage examples of icons in React applications.
MIT -
🧞♂️ AI-powered Model Context Protocol (MCP) server for autonomous desktop control, intelligent job application form filling, local application tracking, and AI mock interview preparation.
MIT ★ 1 -
jobsearch-dashboard-aigithub.com/carlwelchdesign/jobsearch-dashboard-aiupdated this year
Local-first AI job search dashboard that discovers and scores roles, manages candidate evidence, generates truthful application materials, tracks outcomes, and supports controlled application workflows with human approval gates.
AGPL-3.0 ★ 3 -
A runnable local-first execution layer for MCP-compatible AI clients, with a separate Windows agent and a native Android companion. It exposes reusable device, filesystem, shell, PowerShell, Git, browser, HTTP, clipboard, application and audit primitives. There are no provider-specific job-application workflows or cloud dependencies.
MIT ★ 1 -
RAG_demo_with_monitorgithub.com/mayankag22/RAG_demo_with_monitorupdated this year
This application takes input from user via PDF and databricks table, updates vector index, calls MCP server for internal policies and ask LLM to answer in case the policy is not present in MCP server. Application creates monitoring logs and provide precision and MRR of the retrieval.
★ 1 -
Hosted MCPno update data
Provide a hosted environment for Model Context Protocol applications.
smithery -
React MCPgithub.com/Streen9/react-mcpno update data
Enable Claude AI to manage and interact with React applications seamlessly.
smithery -
MCP server for Ascend Portfolio Manager application
MIT -
The MS Paint Application doesn't have API which is required for the MCP Server to access and connect it to the MCP Client. So, with the help of the system prompt and the user query, the agent automates the access to the MS Paint App, enters the text inside the app and the LLM gets access to the application through MCP client and MCP server.
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A mcp server application for analyzing code repositories.
MIT -
A Model Context Protocol (MCP) server for Django applications, inspired by Laravel Boost
pypi MIT -
laravel-mcp-servergithub.com/marcelosmbr2/laravel-mcp-serverupdated this year
Application that implements the core functionality of an MCP server.
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MCP server that connects AI applications to relational databases via object-relational mapping (ORM)
pypi Other/Proprietary License -
django-ai-boostgithub.com/vintasoftware/django-ai-boostupdated this year
A Model Context Protocol (MCP) server for Django applications, inspired by Laravel Boost
pypi MIT -
spring-mcp-demogithub.com/sumitgupta28/spring-mcp-demoupdated this year
Demo Application for Spring MCP server
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wud-mcpgithub.com/reimlima/wud-mcpupdated this year
MCP Server for WUD (aka What's up Docker?) application
MIT -
A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.
★ 1 -
MCP server for the Upsun cloud application platform
NOASSERTION ★ 2 -
ml-powered mcp enabled web application predicts crocodile conservation status
★ 1 -
A Model Context Protocol server to connect to the MIRO Whiteboard Application
npm apache-2.0 -
Korea-integrated Model Context Protocol server implementation for seamless integration of Korean APIs into LLM applications
pypi MIT -
This application is an mcp server for tracking your expense
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Cipi Agent for Laravel applications
MIT ★ 7 -
Governed administrative operations for Rails applications via MCP
NOASSERTION -
An MCP Server to enable execution of Windows applications from Codex
MIT ★ 4 -
@jeff-stapleton/auth0-mcp-serverupdated this year
MCP server for managing Auth0 applications via the Management API
npm MIT -
Durable application discovery, scoped hybrid retrieval, SQL lineage and architecture over MCP
pypi Apache-2.0 -
django-ai-boostgithub.com/vintasoftware/django-ai-boostupdated this year
A MCP server for Django applications, inspired by Laravel Boost.
MIT ★ 114 -
Let LLMs manage your Java application via JMX/Jolokia 🌶️
Apache-2.0 ★ 18 -
MCP Server and Web application to provide Search engine for Micronaut Documentation and Guides
Apache-2.0 ★ 4