MCP Servers

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Run Model Context Protocol (MCP) servers with AWS Lambda

awslabs

Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions

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SEC EDGAR MCP

stefanoamorelli

A SEC EDGAR MCP (Model Context Protocol) Server

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EVM MCP Server

mcpdotdirect

MCP server that provides LLMs with tools for interacting with EVM networks

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Model Context Protocol (MCP) Server for Graphlit Platform

graphlit

Model Context Protocol (MCP) Server for Graphlit Platform

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🔍 GPT Researcher MCP Server

assafelovic

MCP server for enabling LLM applications to perform deep research via the MCP protocol

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MCPSharp

afrise

MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models

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agent-recall

Goldentrii

Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only

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tfmcp: Terraform Model Context Protocol Tool

nwiizo

Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration

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mcp-email-server

ai-zerolab

IMAP and SMTP via MCP server

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OpenMCP

wegotdocs

No description yet

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Funplay Cocos MCP

FunplayAI

stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funplay-cocos-mcp.

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Everything Search MCP Server

mamertofabian

Fast file search: Everything SDK on Windows, Spotlight (mdfind) on macOS, locate/plocate on Linux

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COTAL actions (cotal.ai)

cotal.ai

cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls

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Facebook Ads MCP Server

gomarble-ai

No description yet

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affectUI

flohoeller

Search, read and install agent-ready React components, screens and blocks for AI products

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Smart Drawio

yunshenwuchuxun

Generate, validate, repair and style editable draw.io XML diagrams

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Yahoo Finance MCP Server

Alex2Yang97

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.

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Mapbox MCP Server

mapbox

Mapbox Model Context Protocol (MCP) server

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Tableau Mcp

tableau

Tableau's official MCP server. Helping agents see and understand data.

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wireshark-mcp

bx33661

Professional network analysis with tshark. Security audits, deep-dives, and threat detection

D

DBCode

dbcode.io

Query and explore 100+ databases through your DBCode connections

D

DeepSeek MCP Server

DMontgomery40

Model Context Protocol server for DeepSeek's advanced language models

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ClaudeR - RStudio MCP Server

IMNMV

Connect RStudio to AI assistants for interactive R coding and data analysis

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mcp-omnisearch

spences10

A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi FastGPT, Exa, Linkup), and content extraction services (Firecrawl, Tavily, Kagi). Includes GitHub search. All through a single interface

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Proa documentation

proa-web

Search and read official Proa Rust framework documentation. Public, read-only, no credentials.

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mcp-server-macos-use

mediar-ai

AI agent that controls computer with OS-level tools, MCP compatible, works with any model

F

fojin — Buddhist Canon Tools

fojin.app

Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.

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Tracekit MCP gateway

Cygnux-Labs

MCP gateway you deploy: a Tracekit signer decides and signs each call; agents send each run's token.

D

Doris MCP Server

apache

Apache Doris MCP Server

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MemoryMesh

CheMiguel23

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models

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Apple Shortcuts MCP Server 🤖

recursechat

No description yet

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Plane MCP Server

makeplane

Plane's official Model Context Protocol server

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Hass-MCP

voska

Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.

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HQBase

HQBase

Connect AI agents to your self-hosted HQBase shared email workspace

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interactive-mcp

ttommyth

Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interacting with your AI Agent

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Oya Browser

OyadotAI

Real Chrome for agents: start a browser, read pages as numbered markdown, click, type, hand off

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Telegram MCP server

chaindead

Telegram MCP for managing dialogs, messages, drafts, read statuses, and more

A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs, with MCP, skills, plugins, and notebook agents.

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walkerOS Flow

walkeros.io

Build, validate, simulate, and deploy walkerOS event pipelines

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walkerOS Source Browser

walkeros.io

Generate, parse, and validate walkerOS data-elb HTML tagging attributes

W

Well

WellApp-ai

No more Sundays on Finance. We build the infrastructure that retrieves, processes, and routes your financial and business data to your FinOps stack, so founders can ship, not spreadsheet.

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Linear MCP Server

jerhadf

A server that integrates Linear's project management system with the Model Context Protocol (MCP) to allow LLMs to interact with Linear

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MCP server for LogSeq

ergut

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.

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ClimateTraceKMP

joreilly

Kotlin/Compose Multiplatform project to show climate related emission data from https://climatetrace.org/data

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gflow-cli

ffroliva

Drive Google Flow from an agent: Veo video and Imagen image generation

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Photoshop MCP Server

loonghao

A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions.

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AI看线 - A股技术分析与AI预测工具

QuantML-Github

Python-based stock analysis tool that combines traditional technical analysis with AI prediction capabilities. Providing comprehensive stock analysis and forecasting using K-line charts, technical indicators, financial data, and news data. With CMD/WEB/MCP support

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Mcp Documentation Server

andrea9293

MCP Documentation Server - Bridge the AI Knowledge Gap

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VisualTorch

willyfh

Render PyTorch architecture diagrams and animated GIF reveals from trusted model source

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ctx: The missing link between your codebase and your LLM. Context as Code (CaC) tool with MCP server inside.

context-hub

CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.

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Microsoft Copilot Studio ❤️ MCP

microsoft

Lab for creating an MCP Server and using it in Microsoft Copilot Studio

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Devops Ai Toolkit

vfarcic

AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance.

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Synaplan

metadist

Self-hosted AI workspace: semantic RAG document search, long-term memory, and AI chat via MCP.

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Moling

gojue

MoLing is a computer-use and browser-use based MCP server. It is a locally deployed, dependency-free office AI assistant

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🤖 AI Development Assistant MCP Server

kleneway

Example of an MCP server with custom tools that can be called directly from Cursor

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Browser Control MCP

eyalzh

MCP server paired with a browser extension that enables AI agents to control the user's browser.

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Mac Messages MCP

carterlasalle

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full

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tw-legal-rag

aa0101181514

Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations

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Unity MCP

shiranui-isuzu.dev

Unity Editor automation for AI agents: scenes, prefabs, assets, shaders, Timeline, tests, builds

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Unity MCP

isuzu-shiranui

Drive a running Unity Editor from an AI agent. The Editor serves MCP; this bridges stdio to it