MCP Servers

A

AppAmbit MCP

AppAmbit

Connect AI assistants to AppAmbit — the all-in-one platform for mobile app analytics, crash reporting, build distribution, managed databases, serverless functions, and CMS

C

ControlKeel

aryaminus

Governed MCP workflows with policy validation, findings tracking, and review gates

P

Project Atlantis

ProjectAtlantis-dev

A configurable MCP client/server

C

Claude MCP for Marketing Professionals

redmorestudio

One-click installer for Claude MCP servers focused on marketing professionals

O

Orchestrator

crAK1644

Let one coding-agent CLI consult another: Codex, Claude Code, OpenCode, Copilot or Antigravity

D

Decompose

echology-io

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

H

hoptell

EminUZUN

Let AI coding agents (Claude Code, Codex, ...) message each other through a relay you host.

S

strategy-skills

eterdis

11 open strategy frameworks as AI-guided prompts for any MCP client

F

FastMCP Integration Application Demo

ZhouhaoJiang

A modular application API interface based on FastMCP, integrating a demo of the MCP server, FastAPI interface and LLM Agent processing capabilities | 一个基于FastMCP的模块化应用，集成了MCP服务器、FastAPI接口和LLM Agent 处理能力的 demo

U

Unified AI System MCP Gateway

happy520ai

Self-hosted MCP gateway for Codex, Cursor, and Cline with provider-free prompt enhancement.

H

Hardcover Mcp

kristianedlund

hardcover-mcp connects your Hardcover library to AI assistants like Claude and Copilot. Search for books, update your reading status, manage lists, explore series — all through natural conversation instead of clicking through menus.

H

Heor Agent

neptun2000

HEOR MCP server: literature search, CEA, BIA, NMA/MAIC, HTA dossiers (NICE/FDA/EMA/JCA)

H

hyper-mcp

kranners

Unlocks all of MCP for your favourite agent

A

AIMEAT

aimeat.io

Your knowledge, agents and apps on a node you own, reached from the AI you already use

D

ducklab

jrullan

Multi-LLM dev harness, MCP-operable: bugs, cycles, gates. Verdicts are exit codes, never opinions

🦜

🦜 🔗 LangChain MCP Client

datalayer

LangChain Model Context Protocol (MCP) Client

N

Nonobench

mauricekleine

An open-source benchmark of how well LLMs solve nonogram puzzles, from 5x5 to 20x20.

M

MCP Claude Hacker News

imprvhub

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP)

M

mcp-listen

Decibri

Give your AI agents the ability to listen. Microphone capture and speech-to-text tools for MCP-compatible agents

M

MCP-of-MCPS

eliavamar

MCP of MCPs is a meta-server that merges all your MCP servers into a single smart endpoint. It gives AI agents instant tool discovery, selective schema loading, and massively cheaper execution, so you stop wasting tokens and time.

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MCP-RoCQ (Coq Reasoning Server)

angrysky56

RoCQ (Coq Reasoning Server)

M

Mcp Sage

jalehman

MCP Server for getting second opinions/reviews on large amounts of code

T

Think Server

nyanta012

No description yet

A

Agent Relay

mmmikael

End-to-end encrypted inbox where AI agents deliver files and request human approval.

P

Phone-a-Friend MCP Server 🧠📞

abhishekbhakat

No description yet

S

Skills Mcp

Jignesh-Ponamwar

A semantic skills registry over MCP that teaches AI agents how to do things correctly using curated expert skills that agents discover and load when needed. You can build your own.

W

Winston Ai Mcp

gowinston-ai

AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The Winston AI MCP server also offers a robust plagiarism checker to help maintain integrity

Z

ZeroPath MCP Server

ZeroPathAI

Open-source MCP server for querying ZeroPath security issues, patches, and scans using Claude, Cursor, Windsurf, or any AI assistant.

F

FLORA

flora.ai

FLORA is a remote MCP server available at https://agents.flora.ai. The FLORA MCP lets users generate, organize, and iterate on visual assets — hero images, moodboards, lifestyle shots, promo graphics — directly from a co

L

Labby

dinglebear.ai

Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI

A

Aidress

Aidress-ai

Aidress is the coordination layer for autonomous AI agents. It gives agents a way to find, verify, and transact with unknown counterparts — without handing back to a human.

C

Cursor Delegate

andreilungeanu

Bridge AI coding hosts to cursor-agent over the Agent Client Protocol

A

ArduPilot MCP Server Sandbox

hfujikawa77

MCP server for controlling ArduPilot drones from AI agents

A

Artificial Analysis

davidhariri

I built this to give my AI assistants the latest information on model performance benchmarks provided by https://artificialanalysis.ai to make informed decisions on model choice.

C

Claude Chrome MCP

durapensa

Developer tool suite enabling Claude Desktop, Claude Code, and other MCP hosts like Cursor, to interact with claude.ai in Chrome browsers.

C

Claude MCP Data Explorer for Windows

tofunori

Windows MCP server for data exploration with Claude

C

CodeBox-AI

tomconte

A secure Python code execution service designed to integrate with LLMs like GPT and Claude, providing a self-hosted alternative to OpenAI's Code Interpreter. Now with MCP server.

P

protect-mcp

scopeblind.com

Fail-closed Cedar policy gate and Ed25519 signed receipts for agent tool calls. Denies on any error

D

digline

digline.dev

Read, measure and explain LLM eval runs of a digline suite. Cannot promote a baseline.

C

contextweaver

dgenio

MCP gateway: bounded tool shortlists + artifact-backed result firewall. Deterministic, no model.

D

Distri: A Composable Agent Framework

distrihub

Distri is an A2A compatible OpenClaw-like agent framework built in Rust

H

Hamster

gethamster

Search and manage Hamster briefs, tasks, plans, and knowledge; trigger delivery from your agent.

H

Hatchling

CrackingShells

The CLI-based chat interface optimized for Hatch! packages (i.e. MCP server packages)

C

Consilium Principis

ilyautov

AI advisory board (MCP): quotes verified word-for-word against public-domain texts, fail-closed

C

Cisco Intersight Mcp Server

jim-coyne

An MCP (Model Context Protocol) server that enables LLMs to interact with Cisco Intersight APIs. This server exposes Intersight operations as tools for LLM applications. The Intersight MCP server includes an intelligent Security & Health Check Agent that automatically orchestrates…

J

JanusMCP

bayway

Local, open-source multi-account MCP broker — one endpoint, every account. Add credentials once and switch identity without reconnecting, from any LLM client.

A

agent-comm

keshrath

Agent intercommunication - messaging, channels, shared state, and real-time events

S

Sophon

lacausecrypto

Honest token economics for MCP agents. 68% tokens saved, zero-ML Rust binary

L

LLM Bus

danieldoderlein

Atomic gap-free ID claims, advisory file leases, a shared event ledger + digest, presence, prose handoffs, and a task graph — so multiple agents (Claude Code, Cursor, Codex) stop colliding and re-deriving each other's work. Native Streamable HTTP, one claude mcp add. Open source

D

Dali by Lulu

Lulu-The-Narwhal

The prediction MCP — score your prompt before you generate, so you never waste a credit

M

MCP AI Agent with Google ADK, Google Maps, and Opik

luuisotorres

AI Agent built with Google ADK that leverages Google Maps MCP server to answer real-world location questions with tool usage and traceable execution via Opik

R

React Design Systems MCP

agentience

Model Context Protocol (MCP) server that provides comprehensive information about AWS Cloudscape Design System components, along with code generation capabilities for common Cloudscape patterns. The server is implemented in TypeScript for improved type safety and development.

D

Dual Cycle Reasoner

cyqlelabs

A Model Context Protocol (MCP) server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. This tool empowers agents with greater self-awareness and reliability through intelligent loop detection and experience acquisition.

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Magpipe

elagerway

Magpipe — omni-channel open agentic communications platform

M

Mindpm

umitkavala

Persistent project memory for LLMs. Never re-explain your project again.

R

redcon

natiixnt

Deterministic context packing for AI coding agents; measured 83% fewer input tokens, local

N

nativeMCP

SihaoH

An MCP system written in C++ that includes host, client and server implementations of the MCP core architecture

N

Nexus MCP Bridge for VSCode

wesnermichel

NEXUS MCP - Simple MCP server for Claude Desktop

A

Artel

NicolasPrimeau

Self-hosted shared-memory and coordination mesh for AI agent fleets. You host it; agents connect

P

Perplexity Sonar MCP Server

felores

MCP server for Perplexity API integration with Claude Desktop and other MCP clients