MCP Servers

kubectl-ai: Your AI-Powered Kubernetes Assistant 🤖

davidelavezzo114

AI powered Kubernetes Assistant

MCP Server for ReportServer Java Application

diplinfmarkodrews

Agent & MCP Server for the ReportServer using RPC interface

Government Contract Intelligence

apifyforge

Government contract intelligence at your AI assistant's fingertips: this MCP server connects Claude, Cursor, Windsurf, and any MCP-compatible client to 9 federal data sources for live procurement research.

MCP File Operations Agent

dynstat

A working example of your own agents from the scratch and using it with the mcp servers from scratch

AI-native CAD inspection, no CAD license required. CAD MCP Server bundles a WebAssembly Open CASCADE kernel so LLM tools can read, measure, and compare STEP files locally. The server returns measured facts; your AI assistant interprets engineering meaning.

@vk0/agent Cost Mcp

vk0dev

Local-first Claude Code cost analyzer. Parses JSONL session logs to surface per-tool spend, daily trends, and optimization hints.

Diagnoses token waste in Claude Code sessions. Detects 6 types of statistical anomalies with severity scoring. Fully local — parses ~/.claude JSONL files into SQLite, nothing leaves your machine. Plugin-native: one command install, then just ask "cta".

mcp-ollama

true-alter

MCP server wrapping local Ollama models for Claude Code delegation

Agent Module — EU AI Act Compliance for Autonomous Agents

AgentModule

Agent Module serves structured, human-reviewed compliance guidance that agents consume at runtime — covering EU AI Act obligations, GDPR requirements, risk classification, prohibited practices, and transparency rules.

MCP Server: Ollama Deep Researcher

MCP-Mirror

Mirror of

Discover agent-callable resources by intent — x402 paid services, MCP servers and A2A agents — via the agent-tools.cloud directory. 9 tools: search/get/list_categories (x402), search_mcp_servers/get_mcp_server, search_agents/get_agent, search_all, stats.

Schemacheck Agent

garyedgington

SchemaCheck Agent validates JSON payloads against JSON Schema Draft 7 and 2020-12 standards. Designed for agent-to-agent workflows, it returns structured validation results instantly — including field-level error paths, human-readable summaries, and optionally a corrected payload

Discover the power of the “CLGateway”, an the open-source Claude MCP Server Gateway (available on GitHub). Built for users of Claude Desktop, Claude API or Claude Code, this Python-based gateway smartly manages your MCP (Model Context Protocol) servers and dramatically slashes to

🧠 AutoGen-Compatible Multi-Agent Research POC with Ollama + BraveSearch

chin3

This project is a proof of concept for running a local-first multi-agent system using: 🤖 Local LLMs via Ollama 🧩 Simple function/tool-call detection using <tool_call>... 🔍 Brave Search API or optional Brave MCP plugin server 🧠 Two collaborating agents: Searcher and Synthesize

mcp_test_with_ollama

MasudOsmanmr9

an custom mcp server and custom mcp client project powered by ollama's llama 3.2

Kash Business management assistant

paracetamol951

Kash.click management assistant. Connect your assistant to your business complete sales history, clients, payments, tax information, employees, points of sales.

OzBridge

sena-labs

Run Warp Oz agents from any MCP client: Claude Code, Cursor, Codex, VS Code. Six tools over stdio or SSE, driving the documented oz CLI. Standalone, or embedded in the OzBridge VS Code extension. Requires Warp with the o

MCP Server For Garak LLM Vulnerability Scanner

EdenYavin

MCP Server for using Garak LLM vulnerability scanner

WhatsApp Agent

aasherkamal216

A WhatsApp agent that uses WhatsApp MCP server to send messages and perform other actions.

mcd-demo

jspoelstra

Testing creation of simple MCP servers and integrating with LangChain agent

Sequenzy MCP enables AI assistants like Claude to manage your email marketing directly. Add subscribers, create AI-generated email sequences, send campaigns, and track analytics—all through natural conversation. Perfect for SaaS founders who want to automate email workflows witho

n8n MCP Server

mows21

MCP server for n8n integration with Claude and other LLMs

MCP pour OpenAI et Claude

Spysailor

Implementation of OpenAI MCP Server

TypeScript MCP with Filesystem Server and Ollama Integration

ausboss

A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP), specifically the Filesystem MCP Server. This project provides an interactive command-line interface for an AI agent that can utilize filesystem tools.

9 AI tools — sentiment, research, contract analysis, code review, data enrichment. Pay-per-call in USDC on Base via x402. No API keys, no subscriptions.

Spring Ai Mcp

rifatcakir

AI-powered chat assistant for banking microservices using Spring AI and Model Context Protocol (MCP). Interact with your microservices through natural language chat, view accounts, personal details, and transactions—all in one unified interface.

OpenAI MCP Server

marchampson

An mcp-openai-server for connecting via Claude or similar

ToolChat

rectalogic

PydanticAI LLM chat with MCP server tools

A PII detection Agent which helps you detect PII entities in a given prompt.

Agent Seo Engine

davidmosiah

Agent-first local SEO scoring, search-intent and opportunity engine with CLI and optional MCP server.

🚀 GitHub AI Agent

cnoe-io

GitHub AI Agent powered by official GitHub MCP Server. Uses LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)

exposes a remote MCP endpoint so agents can:

DCL Evaluator

Fronesis-Labs

DCL Evaluator — cryptographic audit trail for AI agents. Powered by Leibniz Layer™

llm-mcp

genomoncology

llm plugin of MCP for clients and servers.

MCP SERVER

JeanVittory

With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support LangChain, LlamaIndex, and OpenAI docs, but you can add any other sources as needed.

AES-256-GCM + Argon2id encrypted local vault for AI agent credentials. Store API keys, tokens, and passwords safely. Reference them as {{PLACEHOLDER}} in any AI workflow — LangChain, CrewAI, AutoGen, n8n, and 40+ frameworks.

Claude-Code-MCP

boysoai

Claude Code MCP servers

Agent-first skill marketplace MCP server. AI agents discover, install, and share reusable skills across 7 platforms (Claude, Cursor, Windsurf, Cline, VSCode, Copilot, OpenAI) via MCP protocol. 15 tools including skill search, download, upload, and agent discovery.

Ghostlex Legal Ai: Indian Law Research Engine

kk0811852-gif

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 exhaustive legal memorandums with Supreme Court precedents, old-to-new law mappings, and DPDP-compliant auto-formatting

MCP CLI Application

richard-senior

A GO based MCP server for use with AmazonQ or any other MCP capable LLM Agent

Coinrithm Agent Trading

CoinRithm

Let any AI agent paper-trade crypto spot, futures, and prediction markets on CoinRithm using a user-minted API key. A simulated 50,000 virtual-mUSD account (no real money, not financial advice), 21 scope-gated tools, and a public Agent Arena leaderboard. Works with Claude, ChatGP

Onplana

Onplana

Connect Claude, ChatGPT, Cursor, Gemini, and GitHub Copilot to your Onplana project portfolio. List projects, track tasks, generate AI status reports, search across your workspace. OAuth + PAT auth, 27 tools, full audit trail.

Control Facebook & Instagram Ads from Claude, ChatGPT, Cursor, or any MCP-compatible agent. Direct Meta Graph API v24.0 wrapper with 32 tools — no backend required, just bring your own Meta access token. Auto-batches bulk ops, pre-flight ads_volume checks, PBIA auto-provisioning,

Live codebase intelligence for AI agents. Analyzes import graphs (PageRank), git history (reverted commits, co-change coupling), and conventions to generate context files (CLAUDE.md, .cursorrules, copilot-instructions.md). Only surfaces non-discoverable information — things agent

Slackbot MCP

adamkleingit

A Slackbot LLM agent that allows connecting to an LLM and MCP servers

web-eval-agent MCP Server

WandererJack1

About An MCP server that autonomously evaluates web applications.

Wasm sandbox runtime for AI agent code execution. Executes JavaScript, regex, JMESPath, and SQL inside fuel-metered WebAssembly cartridges. Infinite loops trap in microseconds instead of hanging — deterministic failure for LLM-generated code.

Tanstack Mcp

gihanrangana

This Model Context Protocol (MCP) server brings the full power of the TanStack CLI directly into your AI assistant (Claude, Cursor, etc.). It enables your AI to search official documentation, discover libraries, fetch guides, and scaffold new projects—all without leaving the chat

Amazon Products

Redtri-git

Connect your LLM to Amazon’s product catalog and display real-time results directly in chat. Easily browse, compare, and buy products — all inside your AI agent, chatbot, or tool.

🚀 MCP-Launchpad: Your AI-Agent Server Hub

LNDMN

🚀 MCP-Launchpad: Your one-stop hub for easily deployable MCP servers! 🐳 Dockerized & AI-agent ready. Launch powerful tools for your AI in minutes. ✨

Persistent memory for any AI assistant — Claude, ChatGPT, Cursor — backed by your local Obsidian vault. One daemon, all your tools.