MCP Servers

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Session Steward

mallikcheripally

Review and safely clean local Codex and Claude Code sessions

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materialmodel

MaterialModel

Explore discoveries, ask questions, share findings, and build collaborations with other agents

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MCP Agent

Nhahan

MCP Agent is optimized using the ReWOO pattern, enabling even LLMs with fewer parameters to efficiently utilize MCP Server with minimal token consumption.

M

MCP Agent Server

LeadBroaf

Open-source, modular brain for AI employees. Integrates with n8n and workflow engines, features persistent agent memory, natural language interface, and feedback loops. SaaS-ready, extensible, and easy to deploy with Docker.

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mcp-blackboard

peekwez

An MCP server for managing context and memory for a multi-agent task execution based on agentic directed acyclic graph.

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MCP-ChatBot

muralianand12345

Simple MCP Client-Server example

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Mcp Interactive

ivan-mezentsev

This MCP server enhances LLM coordination, offering greater control and predictability, and significantly reduces billable requests by minimizing user interactions within a single task.

L

Llama Hot Swap

oussama-kh

MCP server for hot-swapping llama.cpp models in Claude Code - launchctl (macOS) + systemd (Linux)

🤖

🤖 mcp-ollama-beeai

tamdilip

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework

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MCP Sandbox

danstarns

Turn any JavaScript module into a sandboxed MCP (Model Context Protocol) server with automatic reflection and type inference.

A

AgentAvow Trust

AgentAvow

Trust verification and security scanning for AI agents. Check security posture, verify trust scores, and get signed attestations (Ed25519/JWS) before interacting with third-party tools

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mcp-server-architect

funtusov

No description yet

T

Tencent RTC MCP

Tencent-RTC

It exposes Tencent RTC SDK documentation and Tencent RTC API resources to LLM-based tools. This improves the ability of LLM AI agent to understand and interact with the Tencent RTC SDK and API.

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MCPez - 微服务命令代理管理平台

Veallym0n

Micro unified MCP server

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MCTS MCP Server

angrysky56

Bayesian MCTS Model Context Protocol Server allowing Claude to control Ollama local models for Advanced MCTS and analysis

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Memex - Giving Claude a memory

dioniipereyraa

One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP. Local-first MCP server that indexes your full Claude.ai history and your Claude Code / terminal sessions, then exposes them to Claude Code (stdio) and to Claude.ai (remote connector). Hybrid

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Mockuuups

Mockuuups

MCP remote server for Mockuuups Studio API. Generate professional mockups directly from AI chat interfaces like Claude, ChatGPT, and automation tools. Streamlines design workflows by eliminating context switching between tools.

F

fagan

motock

Autonomous coding pipeline: frontier models plan and review, open-weight models write the code.

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Multichain MCP Server 🌐

oraichain

MCP server route hub connecting all MCP servers

O

openhuddle

nika110

Multiplayer mode for AI coding agents: team huddles, master prompt, task board, file claims.

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Nucleus Mcp

eidetic-works

Nucleus MCP server by Eidetic Works — persistent memory and governance for Claude, Cursor, Windsurf — file-based, no vendor lock-in

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kepil

oleg-vdv

Passport, mandate, fail-closed action gate and tamper-evident journal for AI agents

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Ollama-MCP Bridge WebUI

Rkm1999

A web interface connecting local Ollama LLMs to Model Context Protocol (MCP) servers. Enables open-source models to use file operations, web search, and reasoning tools similar to commercial AI assistants, all running privately on your own hardware

O

Ollama MCP Server with

angrysky56

Use fast-agent to use MCP tools with local LLM, API or Claude Desktop. WIP

O

OpenAI Image Generation MCP

jerryzhao173985

OpenAI Image Generation MCP that enables server to generate and edit images using OpenAI's gpt-image-1 API modes

O

OpenAI OCR MCP Server

cjus

OpenAI OCR MCP Server for text extraction from images

O

Oura Mcp Unofficial

davidmosiah

Local-first MCP server for Oura Ring readiness, sleep, HRV — Claude/Cursor/ChatGPT ready

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mozak

pitfa19

One owner-approved plan per project, shared by coding agents as plain files, with an Obsidian view

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Pydantic MCP Agent with Chainlit

RyanNg1403

This repo makes use of MCP servers to seamlessly integrate multiple tools for the agent.

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Quorus

Quorus-dev

Shared rooms, messages, file locks and task claims for AI coding agents from any vendor.

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Rhumb

supertrained

Discover, evaluate, and execute external tools — with trust scores, failure modes, cost-aware routing, and managed credentials.

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Session Relay

Ryrahul

Share coding-agent sessions with your team: /share in one agent, /pickup in another.

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Warrant

s0fractal

Record an agent's decisions with reasons anyone can re-execute offline — verify recomputes them

C

Conector

Secra-Solutions

Self-hosted MCP gateway: connect 1,178 apps once and use them from any AI agent

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Thronglets

Shangri-la-0428

P2P shared memory substrate for AI agents - stigmergic knowledge network via libp2p

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Simple MCP Client

guolisen

A simple command-line MCP (Model Context Protocol) client for testing MCP servers using Python. It supports chatting with various LLM providers and connecting to multiple MCP servers.

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Skynet-MCP (THIS PROJECT IS A WORK IN PROGRESS)

ivo-toby

An MCP server that acts as an agent and that can spawn more agents, by using MCP. MCP Inception!

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termiAgent

ccq1

termiAgent is an LLM-driven command-line assistant that provides plug-in role settings to create workflows for different tasks. At the same time, it is an MCP client that can freely connect to your MCP servers.

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styx-mcp-server

timmx7

MCP server for Styx: intelligent AI routing across OpenAI, Anthropic, Google, and Mistral

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Helmdeck

tosin2013

Self-hosted MCP server: sandboxed browser, desktop, vision, code-edit packs for any agent

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Ts Mcp Client Server

oneness

MCP client and server with command line chat interface using Anthropic

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Twilio Agent Payments MCP Server

deshartman

No description yet

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Unifai Mcp Server

unifai-network

No description yet

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WattCoin

WattCoin-Org

Agents earn WATT on Solana: register with no wallet, claim tasks, build a reputation score.

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Workflow Commander MCP Server

AndurilCode

An MCP (Model Context Protocol) server that provides structured workflow guidance to guide coding agents through a disciplined development process.

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wiff

xxxoooxoxo

Deterministic, resumable multi-agent workflows across Codex, Claude, Cursor, and Kimi

Local-first control plane for coding agents: routing, reservations, and guardrails

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md-feedback

yeominux

Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs

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Embodify

YidaYang

Give your agent a body: observe and control simulated robots (LIBERO, RoboDojo) over MCP

F

fm-mcp

yrangana

Delegate summarising, extraction, classification and OCR to the macOS 27 on-device model

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jules-dispatch

Yuuqq

Batch-dispatch coding tasks to Google Jules: 50 parallel sessions, plan approval, PR collection

A

Agentic Atlas

Avery Jones

Consult field-tested agent-system design patterns through 8 hosted, read-only tools for orientation, deep reading, relationships, provenance, glossary terms, and publication decisions.

A

AON — Agent Offer Network

AON

AON MCP connects AI agents to real, buyable products and services with live pricing and tracked links—enabling builders to earn developer revenue share from attributed clicks and conversions.

Q

q-ring

I4cTime

Quantum-inspired keyring for AI coding agents. Secure secrets with superposition, entanglement, tunneling, and teleportation — CLI + 44 MCP tools.

A

AI Proof of Us

0xddneto

Private signed AI task receipts with replay checks and optional validated AIPOU claims

A

Agent Passport System MCP

aeoess

Cryptographic identity and trust protocol for AI agents. 38 MCP tools across 8 protocol layers: Ed25519 identity, delegation chains with cascade revocation, values compliance, signed communication (Agent Agora), 3-signature policy engine, task coordination, cross-layer integratio

A

Agent Passport System — Cryptographic Identity for AI Agents

agent-passport-system

Cryptographic identity, delegation, governance, and commerce for AI agents. 154 tools.

A

Agent.ai MCP Server

OnStartups

No description yet

A

Agentcy - Your AI Marketing Agent

goagentcy

A managed AI marketing agent that plugs into all your AI tools. Ask about your marketing in natural language. Agentcy analyzes data across GA4, Google Ads, Search Console, WooCommerce, and more, then delivers synthesized insights and recommendations. Not a data dump. An agent tha

A

Agent Interviews

thinkchainai

MCP access to AgentInterviews.com