MCP Servers

A2A Remote Agent MCP server for ADK-Rust Enterprise — agent discovery, task management, streaming

Environment / Runtime MCP server for ADK-Rust Enterprise

Governance Policy MCP server for ADK-Rust Enterprise — policy evaluation, approvals, simulation, and audit evidence

Session Memory MCP server for ADK-Rust Enterprise — typed session state, scoped memory, replay snapshots, resumable workflows

Artifact Store MCP server for ADK-Rust Enterprise — governed artifact registry with provenance, integrity, and policy-driven lifecycle

Custom MCP server demonstrating all 3 primitives and the N+M reduction

MCP for SQL

AI-powered observability assistant using MCP concepts, CloudWatch-style logs, and LLM-driven tool calling to analyze and explain infrastructure failures in natural language.

A Rust-based MCP server that exposes local machine capabilities — file I/O, shell execution, system stats, and macOS notification triage — to AI clients over stdin/stdout. Features namespaced tool APIs, path traversal guards, strict command validation, symlink protection, and integration tests. Built with Tokio, Serde, and rusqlite.

使用trae等agent可实现全自动开发

Scoped, auditable credential access for ADK-Rust Enterprise agents. Provides 8 MCP tools over 5 pluggable vault backends — never exposes raw secrets to LLM context.

使用本地MCP和Apple自带OCR功能进行图片文字识别，用于DeepSeek接入Claude后没法处理图片类文件的解决方案

A standalone MCP server that provides on-device Vision Framework access for PDF and image text extraction.

MCP server by JiaDians

Our Research on MCPs and their vulnerablities

texstudio-mcp is an MCP server that bridges AI agents with LaTeX projects. It enables AI to read and edit source files, manage compilation pipelines (latexmk/bibtex), and utilize SyncTeX/PDF tools, providing a complete toolset for a seamless AI-assisted TeXstudio workflow.

Academic paper search and IEEE citation engine MCP server

MCP server by IvanTsxx

MCP server for BuyGit Open Index — 78k+ curated, license-tagged Git assets. 14 tools, license compat checker, supply-chain risk scores. Free, no API key.

MCP server by jackblackbla

MCP server for The Card API — real sold prices for trading cards across eBay, Goldin, Heritage, Fanatics and more

AutoPrepAI is an autonomous multi-agent data science pipeline that uses LLM-driven orchestration, A2A communication, and MCP tools to perform dataset profiling, EDA, preprocessing, feature engineering, AutoML, reflection, and report generation through distributed AI agents and deterministic execution.

Easy n8n MCP setup for hermes in self hosted n8n instances

Inspect your MCP tool setup - see context weight, token usage, server dominance, and tool overlaps before your agent runs.

Predictable tool decision and execution, compacted schema prompts, auditability, observility, normalization, generalization, local and private by design.

HTML to Markdown Converter MCP Server 2026 - Web Scraper & Clean Markdown Generator

MCP server to launch Claude Code Remote Control sessions on a remote dev server over SSH — an OAuth 2.1 connector for Claude.ai

MCP server

MCP server for Yahoo Finance market data over stdio

Zed extension for Zephex — 10 hosted MCP developer tools (project context, code search, architecture analysis, package auditing, security headers, persistent reasoning) for AI agents in Zed's Agent Panel. One API key, zero local setup. https://zephex.dev

🛒 Discover, install, and manage Claude Code MCP servers from one CLI. The package manager for MCP.

Complete OpenSea API v2 developer hub featuring Markdown references for all REST endpoints, Model Context Protocol (MCP) server setup, OpenSea CLI, and modular Agent Skills. Connect your AI coding assistants (Claude, Cursor, VS Code) to OpenSea natively through natural language prompts.

MCP server by tiago-ilha

MCP server by CISC-MD

Unofficial MCP server for Google Ads — campaign management, keyword/bid optimization, budget control, daily reports. Local-first, OAuth-based, mutations gated by env var.

MCP server by kevinkda

Demonstrates how to expose an MCP server that communicates over STDIO as an MCP SSE endpoint using `mcp-proxy`.

A high-performance Model Context Protocol (MCP) server written in Go that acts as a real-time Retrieval-Augmented Generation (RAG) agent for your codebases.

Cryptographically verifiable RWA trust attestation, exposed as a Model Context Protocol server. ed25519-signed.

Warm-process MCP server for PHPStan via persistent worker. Different from rector/phpunit warm packages: uses phpstan's worker subcommand over TCP NDJSON instead of in-process embed (which deadlocks).

MCP server for growth marketing - campaign design, retention analysis, churn prediction, A/B testing

🧬 The ultimate MCP server starter kit — Python, TypeScript, and Go in one repo. Build MCP servers in minutes.

MCP server by ilvallod

Warm-process MCP server for Rector — cold start dies. ~9× faster per edit. Works with Claude Desktop, Cline, Continue, Zed, any MCP client.

A Model Context Protocol (MCP) server that gives Claude real-time cybersecurity reconnaissance capabilities — WHOIS, DNS enumeration, port scanning, SSL inspection, and tech stack detection.

MCP server by Yangtze-Seventh

MCP server for bioRxiv/medRxiv preprint full text access

Fluent PHP builder for MCP tool definitions

真正super高效且稳定的法律条款文本切分工具，市面上独家MCP，专切中文法规各种编号索引。

Android Dev Agent Toolkit: CLI and MCP helpers for AI coding agents working on Android projects.

Word Document MCP Server — 195 tools for Microsoft Word automation via FastMCP

MCP, but think of it as a toolbox rather than an agentic AI MCP

Kotlin script REPL MCP server for IntelliJ IDEA

Tally Prime MCP server — exposes Tally Prime's XML/HTTP gateway as Model Context Protocol tools for Claude Cowork, Claude Desktop, and other MCP clients (27 tools: masters, vouchers, reports).

MCP server by dong5945

MCP server by clawmax

MCP server for headless DXF generation via ezdxf + LibreCAD preview — purpose-built for site plans and architectural drafting

คู่มือติดตั้ง Magic MCP เข้า Claude Code ฉบับภาษาไทย สำหรับมือใหม่

元典开放平台 MCP Server 是面向法律与企业数据场景的标准化 MCP 接入服务，支持法律法规查询、案例文书检索和企业信息获取，帮助智能体快速接入权威法律数据能力。

MCP server by atul2017

A local co-reading MCP server for chunked books, reading progress, search, and margin annotations.

MCP server by 404kidwiz

MCP server by aguo17

OpenAPI/Swagger → MCP server. One Go binary, three transports, pluggable auth. Built on GoFr + mark3labs/mcp-go.

MCP server by Exclearf

MCP server for Roamzy — buy and manage global eSIM through Claude, Cursor, Continue, and any MCP client

MCP server by Michael5512

Free MIT-licensed MCP server from HiredSignal — resolve real ATS apply URLs, search LinkedIn jobs with full filter coverage + pagination, drive Easy Apply, via your real Brave session over CDP.

MCP server by pogpog

MCP server for Ansys Electronics Desktop automation with PyAEDT, HFSS, Maxwell, Q3D, Icepak, native AEDT APIs, reports, sweeps, and simulation workflows.

Memlink is a self-hosted MCP (Model Context Protocol) server that gives AI agents persistent, organized memory. One memory, one URL, any agent connects. No tokens. No headers. No OAuth. Just the URL.

MCP server by FiraolTsegaye

MCP server by SproitNET

MCP server for Google NotebookLM via Playwright + Firefox

mcp-server for ops

Codex workflow skills and a WPS-friendly Word MCP stdio wrapper for Word, Excel, PowerPoint, and Office document automation.

razorpay mcp server

MCP server by MrAlexZhang

An MCP server that bridges AI coding agents with SillyTavern. It lets AI assistants create character cards, run server diagnostics, and read console logs — directly from their chat interface. No SillyTavern modifications needed. No plugins required for basic operation. Just configure and go.

MCP server by kaushiksdet

MCP Server Oficial para buscar y extraer jurisprudencia de la Suprema Corte de Justicia de la Provincia de Buenos Aires (SCBA). Conector para consultar fallos, sumarios y sentencias desde juba.scba.gov.ar.

OpenClaw Smart Travel Planning System integrates AMAP API as standardized MCP tools via OpenClaw's multi-tool control flow, enabling one-click generation of comprehensive travel plans covering attraction queries, route planning, weather checks, and accommodation recommendations, with automatic rendering of travel guides into graphic posters.

RimWorld-MCP

MCP server exposing Garmin Connect data (steps, sleep, HR, HRV, stress, activities, training readiness) to Claude and other MCP clients. Built with FastMCP, HTTP transport, ready to deploy on Render.

MCP integration to use Cassis with Snowflake when Cassis isn't natively connected to the warehouse. Cassis generates grounded SQL, Snowflake executes it.

MCP server by SabilMurti

A self-contained Model Context Protocol (MCP) server that exposes SQL Server metadata and read-only query execution as a structured HTTP API. It is designed to be consumed by AI orchestration layers (e.g. LangGraph, custom agents) that need reliable, safety-gated access to a SQL Server database.

MCP server by chanios

MCP server by 3085233894-hub

MCP server for Chinese city weather data - 247 cities, Open-Meteo API, ASHRAE psychrometrics

Self-hosted SEO crawler for Claude — Screaming Frog-level audits, unlimited pages, 1-click install. 19 MCP tools.

MCP server for controlling Ansys Lumerical FDTD, MODE, INTERCONNECT, and DEVICE from Codex via lumapi.

A Google Search Console APIs LLM MCP built with JavaScript.

An MCP-first, stage-aware prompt engineering assistant that empowers host models (Cursor, Claude Code) to generate optimized prompts. It manages state memory, context compression, and dynamic routing across 7 skills (ToT, CoT, step-back). Delivers clean business context with zero framework leakage.

Unity 2019 MCP 是一个兼容 Unity 2019.4 LTS 的 MCP 工具项目，包含 Unity Editor Bridge 与 Node.js MCP Server，用于让支持 MCP 的 AI 客户端连接并操作 Unity Editor，支持场景、对象、组件、资源、脚本与 Prefab 等常用编辑器操作。