MCP Servers

Ollama Pydantic Project

jageenshukla

Created sample project for pydantic agent with local ollama model with mcp server integration.

A2CR

a2cr

MCP server for AI-agent handoffs. A2CR saves client-encrypted WorkBaton checkpoints and WorkStash notes so MCP-capable clients can resume work without passing full chat history.

🤖 WhatsApp Agent

SadineniAbhi

This project creates a LangGraph assistant using tool-calling supported by LLM, integrated with a local WhatsApp Mcp server for context-aware message automation.

Claude-LMStudio Bridge

infinitimeless

MCP server to bridge Claude with local LLMs running in LM Studio

Gives AI agents a structured action manifest for any webpage — what's clickable, fillable, and submittable, so agents can act on a page instead of just reading it.

ChatGPT Memory MCP Server

NamanSharma5

Since ChatGPT has memory it becomes a valuable data source for other models; facilitating a shared memory outside of a single model provider

Google Workspace MCP Server

KaranThink41

This is G_chat Mcp server written in Ts contain various tools fetch to post.

ToolChat

rectalogic

PydanticAI LLM chat with MCP server tools

Converts complex information between diverse formats including JSON, CSV, PDF, and Excel. Restructures nested data architectures using simple path mapping for easier analysis. Simplifies data migration and document processing tasks across various platforms.

n8n MCP Server

mows21

MCP server for n8n integration with Claude and other LLMs

Runframe Incident Management MCP Server

runframe

Your AI agent's interface to incident management. Acknowledge, escalate, page, and resolve incidents from Claude Code, Cursor, or any MCP client. Covers the full incident lifecycle: incidents, on-call, services, postmortems, and teams.

MCP File Operations Agent

dynstat

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

Gemini MCP Server

MCP-Mirror

Mirror of

OpenAI Web Search MCP Server

bitibi

A server for handling OpenAI web search using MCP (Multi-Config Protocol)

Hugging Face MCP Server

nikolausm

MCP server for Hugging Face API integration - Access Stable Diffusion and other AI models

EzVerify Mcp

jefferyleo

Official EzVerify MCP server. Let's Claude verifies emails, run bulk jobs, and check account stats directly from a conversation — no code required.

CalendarMCP

Full-Vibe

Hosted Google Calendar MCP server. Connect any AI agent to Google Calendar in about two minutes. No self-hosting, no Docker, no credentials.json. 10 tools including batch update, multi-account-one-key, and Google Advanced Protection support. Works with Claude Desktop, Claude Code

Google A2A Agent Example

system32miro

Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP

AI Assistant Chat with Nmap Tool Integration

jarrodcoulter

An example MCP server with a couple nmap scans as tools.

🚀 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. ✨

Cloud Ai Wallet

browtastic

MCP server for AI agent research — captures LLM reasoning, model identity, and feedback via schema injection

Demo MCP Server by VS Code Agent

kajal452

A demo repository created by GitHub Copilot for Kajal Kumar Das.

Vercel Ai Chat Mcp

andrewhuang427

Add mcp servers to vercel's open source ai chat

claude-desktop-mcp-server

mows21

Claude Desktop MCP Server - Local desktop AI agent with file access and notifications

Trade Agent MCP Server

PortFray

Guide to connect to Trade Agent's MCP server and trade stocks and crypto

agent-mcp-community

lucky-aeon

agent mcp server 社区

Python MCP server for Hevy fitness app. Log workouts with natural language, search exercises, manage routines. Features web interface, demo mode, and 22 MCP tools.

FastAPI MCP Server + LangChain Client Example

SDCalvo

Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent (`langchain_client.py`) that connects to the local FastAPI server via HTTP/SSE using `langchain-mcp-adapters` to discover and

Kokkai Minutes MCP Agent

egegungordu

A Model Context Protocol (MCP) agent for accessing the Japanese National Diet Library's Kokkai Minutes API | 国会議事録APIにアクセスするためのMCPエージェント

multi_agent

ankitrajkdnai

This is a Multi agent that utilizes MCP server to communicate and also Uses Azure Cloud Service

🧠 AI会話記録・活用統合システム

okamyuji

🧠 Automated AI conversation recording and knowledge management system with MCP integration for Claude Desktop, VSCode, and Cursor

Multi Capable Processing MCP Smart Agent

AdadAlShabab

It is a modular and extensible AI agentic server system that connects specialized agents through a central REST API. These agents can analyze code repositories, fetch external data (like weather), generate text summaries, and remember past interactions using a persistent memory m

18 MCP tools for AI agent infrastructure — persistent memory with FTS5, API drift detection with cron scheduling, and HMAC-signed trust receipts for audit trails

MCP API is a Sora2 video watermark removal service based on Model Context Protocol (MCP), enabling seamless integration of Sora2 video watermark removal functionality into workflows of mainstream MCP-compatible tools such as Claude Desktop, OpenAI, Cursor, Dify, n8n, and more. Ge

a complete and intuitive SDK for building MCP Servers, MCP Agents, and LLM integrations (OpenAI, Claude, Gemini) with minimal effort.

DDG AI Agent Services

Google Ad Manager MCP

MatiousCorp

MCP server for Google Ad Manager. Manage ad campaigns, orders, line items, and creatives through AI assistants like Claude, ChatGPT, and Cursor. Automate GAM operations with natural language.

SIGMAEO

gunpal5

SIGMAEO is a comprehensive SEO intelligence MCP server that provides 52 powerful tools for AI assistants like Claude and ChatGPT.

Chhart MCP

alwank

Enable your AI assistant to generate instant, shareable flowcharts and Sankey diagrams directly in chat.

Vivid MCP

vivid-money

Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account directly from your AI chat.

ATKN - Agent Trust & Knowledge Network

jlazoff

Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certify agents, register identities, and query a Neo4j-backed knowledge graph.

Gemini Watermark Remover

Yezery

MCP server for removing Gemini watermarks

Repair malformed JSON from LLM tool calls and agent-to-agent handoffs — fixes trailing commas, single quotes, truncation, markdown code fences, comments, and python literals, and can validate/coerce the result against a JSON Schema. Free deterministic tier; pay-per-call LLM fallb

Promptpilot Mcp

doctorm333

Generate images, video, and audio directly in Claude Code, Cursor, Windsurf, or any MCP-compatible AI agent.

Tailwind Svelte Assistant MCP Server

CaullenOmdahl

MCP server that assists with builiding sveltekit tailwind apps

jenkins-mcp-server

appykr

A FastAPI based Jenkins MCP Server to run with local Ollama LLM

MCP server that connects AI agents (Claude Code, Cursor, Codex) to Dida365/TickTick. 40 tools for tasks, projects, tags, habits, folders, and search — manage everything through natural language.