MCP Servers

A

agent-twitter-client-mcp

ryanmac

A Model Context Protocol MCP server that integrates with X using the @elizaOS agent-twitter-client package, allowing AI models to interact with Twitter without direct API access.

H

headroom

Apertur3

Live subscription limits, resets and budget checks for coding agents over MCP.

W

workflows-mcp-server

cyanheads

Store, query, and create YAML workflow playbooks for LLM agents.

L

Linkedin Mcp Assistant

ertiqah

No description yet

T

Tedix

tedix-hq

Connect AI assistants to your Tedix organization’s tasks, knowledge, apps, and results through MCP

T

Tianji Thinking Models

lanyijianke

No description yet

A

Agent Dispatch

ginkida

Let Claude Code agents delegate tasks to agents in other project directories, with parallel dispatch, sessions and async jobs.

A

AgentPM

gannonh

MCP server for the planning and execution of AI-assisted development projects

D

DockaShell

anzax

DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MCP tools for shell access, file operations, and full audit trail

G

Gaia-X Next-Generation Enterprise AI Application Platform Based on AI New Paradigm

YFGaia

Next-generation enterprise-class AI application platform based on AI new paradigm. Gaia-X aims to achieve AI enablement with human brain-like characteristics for enterprise office business scenarios, including a series of novel and stable enterprise-class AI features, including but not limited to: enterprise management functions, MCP server support (with support for converting enterprise internal system APIs into MCP services), natural language-driven RPA (LLM operating computers), word selection analysis, and floating ball features, etc.

G

Gemini Context MCP Server

ogoldberg

MCP server for Cursor that leverages Gemini's much larger context window to enhance the capabilities of the AI tools

G

gnt

gnt-ai

Git-native policy layer for AI agents: check_action verdicts against rules approved via PR

T

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.

D

Dumpling AI MCP Server

Dumpling-AI

MCP server for Dumpling AI.

T

TaskFlow MCP 🔄✅

pinkpixel-dev

A task management Model Context Protocol (MCP) server that helps AI assistants break down user requests into manageable tasks with subtasks, dependencies, and notes. Enforces a structured workflow with user approval steps

U

Unreasnable-thinker-server MCP Server

stagsz

An MCP server for unconventional and boundary-breaking problem-solving through an advanced note-taking system.

P

Pitroom

ATASTECH

Hands bounded coding work to cheaper worker agents: verified answers, exact diffs, cost receipts

K

KittyClaw

Ekioo

Drive KittyClaw, a self-hosted agent-fleet kanban, from any MCP client (embedded /mcp endpoint)

R

rlhf-feedback-loop

IgorGanapolsky

RLHF feedback loop for AI agents. Capture signals, promote memories, block mistakes, export DPO

🤖

🤖 MCP Server Examples with AutoGen

SaM-92

This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool (RAG Web Browser Actor) via SSE for tasks like arithmetic and web browsing

M

Modes MCP Server

ccc0168

MCP server for managing Roo's custom operational modes

.

.NET OpenAI MCP Agent

Azure-Samples

Sample to create an AI Agent using OpenAI models with any MCP server running on Azure Container Apps

R

Rigour

rigour-labs

Deterministic quality gates for AI coding agents. Rigour runs 23 automated checks on every file AI writes — structural analysis, security scanning, AI-drift detection, and agent governance.

A

Agent Intern

SinanTufekci

Delegate from Claude Code to Gemini, Codex, Copilot, Cursor and opencode CLIs as sub-agents

D

Dotfiles

atxtechbro

My personal dotfiles configuration

I

iFlytek Workflow MCP Server

iflytek

This is a simple implementation of an MCP server using iFlytek. It enables calling iFlytek workflows through MCP tools

M

MCP AI Infra Real Time Agent

junfanz1

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independent

🔗

🔗 MCP Link — Let AI Agents Use Your Tools

AuraFriday

Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server.

P

Part 1. Real-Time LangGraph Agent with MCP Tool Execution

junfanz1

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independent

M

mcp-server-ai_interaction

KhaiHuynhVN

No description yet

M

MCP Servers

junfanz1

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP servers. The architecture enables a flexible and scalable multi-agent system where each tool can be hosted independent

S

Structured Thinking MCP Server

Promptly-Technologies-LLC

A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced "metacognitive" self-reflection

S

Seerxo - Etsy Seo Assistant

semihbugrasezer

Etsy SEO Generator

U

Unified MCP Tool Graph: A Intelligence Layer for Dynamic Tool Retrieval

pratikjadhav2726

Unified MCP Tool Graph: A Intelligence Layer for Dynamic Tool Retrieval. Instead of dumping 1000+ tools into a model's prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows

H

humane-proxy

Vishisht16

AI safety middleware that detects self-harm and criminal intent in LLM prompts

Y

YouTube Search Assistant with ADK, MCP and Gemma 3

arjunprabhulal

Build AI Agent using Google ADK, MCP and Gemma 3 model

C

Claude MCP Server Collection

syedazharmbnr1

MCP Server implementation for Claude

C

CTRLRun Operator

CTRLRun

Answer CTRLRun approvals from an MCP client: list what is held, inspect it, grant or deny

L

LiveKit Agent integrated with Home Assistant MCP Server

longcw

LiveKit Agent integrated with MCP server of Home Assistant

A

ai-cli-mcp

mkXultra

Run Claude, Codex, Gemini, Forge, and OpenCode CLIs through MCP with background jobs

M

Multi-Chat MCP Server (Google Chat Included)

siva010928

Google Chat MCP server that lets AI assistants like Claude and Cursor participate directly in team conversations - search messages, help teammates, share files, and coordinate across chat platforms.

P

Perplexity MCP Server

Alcova-AI

An MCP server for Perplexity for use with Claude Code and Claude Desktop, giving you enhanced search and reasoning capabilities.

A

awesome-agent-skills

shadowrootdev

MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more.

B

baton

kasabeh.tech

Pass the baton between coding agents: convert sessions across Claude Code, OpenCode, Codex and more

V

VisionAgent MCP Server

landing-ai

MCP server for Vision Agent tools

A

Audrey

Evilander

Persistent memory and continuity engine for Claude Code and AI agents.

D

Deepseek Mcp Server

arikusi

MCP server for DeepSeek V4 (v4-flash, v4-pro, 1M context): chat, reasoning, function calling, thinking mode, cost tracking. deepseek-chat/reasoner aliases supported

G

gpt.nu

cablehead

A Nushell cross.stream extension to interact with LLMs and MCP servers.

G

gpt2099.nu

cablehead

A Nushell cross.stream extension to interact with LLMs and MCP servers.

M

MCP Cron

jolks

MCP server for scheduling and running AI prompts, HTTP/webhook requests, and shell commands.

M

MCP with Gemini Tutorial

GuiBibeau

Building MCP servers with Google Gemini

🚀

🚀 MCP-Ollama Server

Sethuram2003

Extends Model Context Protocol (MCP) to local LLMs via Ollama, enabling Claude-like tool use (files, web, email, GitHub, AI images) while keeping data private. Modular Python MCP servers for on-prem AI.

C

Cognitive Enhancement MCP Servers

peragus-dev

MCP servers that models can use to extend their capabilities for general-use tasks and formalized workflows.

M

MCP Orchestrator Server

mokafari

Small MCP server for orchestrating tasks across LLM instances

X

xs.mcp.nu

cablehead

A Nushell cross.stream extension to interact with LLMs and MCP servers.

A

AgentLens

agentkitai

Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents

B

Bugsnag MCP Server

tgeselle

A Model Context Protocol (MCP) server for interacting with Bugsnag. This server allows LLM tools like Cursor and Claude to investigate and resolve issues in Bugsnag

M

McpMux

mcpmux.com

McpMux — configure MCP servers once, connect every AI client through one local gateway.

D

delego

Delego-Dev

Intent-bound action authorization for AI agents: policy, human approval, and a signed audit trail

G

google-chat-mcp-server

chy168

No description yet