"MCP servers for reducing hallucinations while coding" matching MCP servers:

• Coding Assistant Server

  AviOfLagos

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  security

  F

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  quality

  Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.

  Last updated 2025-03-05

  13

• Coding MCP Server

  kieutrongthien

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  security

  F

  license

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  quality

  A production-oriented MCP server for coding agents that enables multi-project management through secure file operations, Git integration, and safe command execution. It supports project discovery across multiple root directories and provides robust audit logging with both STDIO and HTTP transport options.

  Last updated 2026-04-03

  6

  1

  MIT

• MCP Coding Agents

  kadreio

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  security

  F

  license

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  quality

  A transport-agnostic MCP server that integrates multiple AI coding agents (Claude Code, Gemini, and Codex) with built-in tools for command execution, calculations, and streaming capabilities. Supports both STDIO and HTTP transports for flexible deployment.

  Last updated 2025-09-03

  6

  1

• MCP Servers

  fist-maestro

  A

  security

  F

  license

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  quality

  A Node.js and TypeScript server project that provides a simple starter example with Express.js web server, supporting hot-reload, testing, and modular structure.

  Last updated 2025-03-31

  2

  66

• MCP Servers Search

  atonomus

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  security

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  license

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  quality

  Enables discovery and querying of available MCP servers from the official repository. Supports searching by name, description, features, categories, and provides random server suggestions for exploration.

  Last updated 2025-06-29

  9

  2

  MIT

• Coding Standards MCP Server

  ggerve

  A

  security

  A

  license

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  quality

  Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.

  Last updated 2025-08-13

  3

  15

  MIT

• MCP Servers (OnePiece &

  didacusdev

  A

  security

  A

  license

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  quality

  A collection of two MCP servers that enable querying One Piece anime characters and geolocating public IP addresses.

  Last updated 2025-05-07

  1

  2,892

  2

  MIT

• LangChain & LlamaIndex Coding

  aadhil96

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  security

  F

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  quality

  Provides real-time retrieval of official documentation for LangChain, LlamaIndex, and OpenAI. It enables context-aware coding by fetching the latest API references and guides directly into Claude via the Model Context Protocol.

  Last updated 2025-12-13

• Smart Coding MCP

  omar-haris

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  security

  A

  license

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  quality

  Provides intelligent semantic code search using local AI embeddings, enabling natural language queries to find relevant code by meaning rather than exact keywords. Indexes codebases in the background with smart project detection and privacy-first local processing.

  Last updated 2026-01-06

  6

  13

  194

  MIT

• Claude MCP Servers

  drapon

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  security

  A

  license

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  quality

  A toolkit for managing Claude desktop app extension configurations, enabling features like Brave search, file operations, Git/GitHub integration, shell access, web scraping, HTTP requests, AWS documentation search, and Obsidian note management.

  Last updated 2025-07-17

  2

  MIT

• Quake Coding Arena MCP

  Ripnrip

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  security

  F

  license

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  quality

  Gamifies your development environment with authentic Quake 3 Arena achievement sounds and dual voice announcers. Triggers motivational audio feedback for coding milestones like streaks, perfect implementations, and team events with customizable volume and voice pack controls.

  Last updated 2025-12-10

  10

• quanttogo-mcp-servers

  michaeljiangmingfeng-debug

  A

  security

  A

  license

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  quality

  MCP servers for quantitative trading: live trading signals, market data, NAV history, portfolio management with dual-track (AUTO/MANUAL) performance comparison. Supports both stdio and Streamable HTTP transport.

  Last updated 2026-03-10

  3

  MIT

• MCP Servers with Pyppeteer

  devalexandre

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  security

  A

  license

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  quality

  A tool that enables automated browser control using Pyppeteer within the MCP framework, allowing navigation, screenshot capture, and element interaction with websites.

  Last updated 2025-03-10

  Apache 2.0

• LangChain & LlamaIndex Coding

  mohamedaadhil96

  A

  security

  F

  license

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  quality

  Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI to provide Claude with up-to-date API references and guides for accurate code generation.

  Last updated 2025-12-13

  1

• My Coding Buddy MCP Server

  ajkeast

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  security

  F

  license

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  quality

  A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.

  Last updated 2025-06-15

• Vibe Coding Documentation MCP

  MUSE-CODE-SPACE

  A

  security

  F

  license

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  quality

  Automatically collects, summarizes, and documents code from vibe coding sessions, generating multiple document types (README, DESIGN, TUTORIAL, etc.) and publishing them to platforms like Notion, GitHub Wiki, and Obsidian.

  Last updated 2025-12-27

  15

  86

• MTG Deck Manager MCP Servers

  artillect

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  security

  F

  license

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  quality

  Enables Magic: The Gathering players to manage decks and access card information through Claude, supporting gameplay actions like drawing cards and mulligans while providing Scryfall API integration for card lookups.

  Last updated 2025-03-18

  12

• Magento 2 Coding Standards MCP

  Midhun-edv

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  security

  A

  license

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  quality

  Provides comprehensive Magento 2 coding standards, security rules, and theme-specific patterns to help AI assistants write and validate compliant code. It supports built-in presets for Hyva, Luma, Breeze, and Porto themes to ensure context-aware development.

  Last updated 2026-02-20

  7

  12

  MIT

• DIY Helper MCP Servers

  jrszilard

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  security

  F

  license

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  quality

  Provides access to residential building codes (NEC, IRC, IPC), material specifications with pricing, and project calculators for DIY construction projects. Enables code compliance checking, material search across suppliers, and automated quantity calculations for electrical, plumbing, and construction materials.

  Last updated 2025-11-09

  1

• Todo for AI MCP Server

  todo-for-ai

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  security

  A

  license

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  quality

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  4

  Apache 2.0

• Magento 2 Coding Standards MCP

  Midhun-edv

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  security

  A

  license

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  quality

  Provides AI assistants with comprehensive Magento 2 coding standards, security rules, and theme-specific guidelines to ensure generated code is compliant. It enables real-time code validation, pattern lookup, and security auditing tailored to different Magento frontend stacks.

  Last updated 2026-02-20

  7

  12

  MIT

• MCP for Vivado

  lzw12123

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  security

  F

  license

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  quality

  An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

  Last updated 2026-03-19

  1

• mcp-for-docs

  shayonpal

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  security

  A

  license

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  quality

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

  GPL 3.0

• Managed Service for Microsoft

  ag2-mcp-servers

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  security

  F

  license

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  quality

  An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

  Last updated 2025-07-16

• quarkus-mcp-servers

  quarkiverse

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  security

  A

  license

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  quality

  browse, list and edit filesystem. Implemented in Java/Quarkus with native image (Fast!) available

  Last updated 2026-04-07

  186

  Apache 2.0

• MCP Server for Google Search

  mcp-for-dev

  A

  security

  F

  license

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  quality

  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 2025-05-15

  2

  5

  2

• MCP Server for Splunk

  deslicer

  A

  security

  A

  license

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  quality

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-03-30

  52

  21

  Apache 2.0

• Coding Todo Server

  dennismartis

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  security

  F

  license

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  quality

  An MCP server that provides tools and resources for managing a coding project's todo list, allowing users to view, add, update, and delete todo items with details like priority, status, and tags.

  Last updated 2025-03-03

  1

• Kimi Coding MCP

  molicherry

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  security

  F

  license

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  quality

  Wraps the Kimi Coding Search and Fetch APIs into MCP tools for web searching and content retrieval. It enables LLMs to perform targeted searches and crawl web pages using standardized interfaces.

  Last updated 2026-03-23

• Blender MCP for Antigravity

  kc0ed

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  security

  A

  license

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  quality

  Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ tools for scene management, object manipulation, and asset downloads from PolyHaven, Sketchfab, Hyper3D, and Hunyuan3D.

  Last updated 2025-12-14

  12

  MIT

• mcp-server-for-powershell

  danielklecha

  A

  security

  A

  license

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  quality

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  1

  MIT

• markdown-for-agents-mcp

  JohnnyFoulds

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  security

  A

  license

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  quality

  MCP server for AI agents -- fetch any URL with full JavaScript rendering (Playwright/Chromium) and convert to clean, token-efficient markdown. Works on React, Vue, Angular, and any JS-heavy page. Includes web search, batch fetching, binary file download, LRU cache, SSRF protection, and structured output.

  Last updated 2026-04-07

  MIT
• 

  SystemPrompt Coding Agentofficial

  systempromptio

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  security

  A

  license

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  quality

  An MCP server that orchestrates AI coding assistants (Claude Code CLI and Gemini CLI) to perform complex programming tasks autonomously, allowing remote control of your local development environment from anywhere.

  Last updated 2025-07-03

  5

  140

  MIT

• Call For Papers MCP

  alperenkocyigit

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  security

  A

  license

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  quality

  Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.

  Last updated 2025-10-27

  4

  GPL 3.0

• MCP Server for OSCAL

  awslabs

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  security

  A

  license

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  quality

  Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

  Last updated 2026-04-08

  32

  Apache 2.0

• MCP Server for Intercom

  raoulbia-ai

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  security

  A

  license

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  quality

  An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

  Last updated 2025-04-25

  4

  7

  Apache 2.0

• Asta MCP Servers

  maxwellsdm1867

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  security

  A

  license

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  quality

  Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to manage local document collections and perform deep literature searches. It supports automated report generation, PDF text extraction, and research hypothesis synthesis.

  Last updated 2026-03-26

  Apache 2.0

• MCP Server For Local

  Dreamboat-Rachel

  A

  security

  A

  license

  -

  quality

  A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

  Last updated 2025-04-09

  1

  14

  Apache 2.0

• claude-debugs-for-you

  jasonjmcghee

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  security

  A

  license

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  quality

  Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.

  Last updated 2025-12-20

  2

  498

  MIT

• CODING DevOps MCP Server

  yupengfei1209

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  security

  A

  license

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  quality

  Implements Model Context Protocol (MCP) to enable interaction with CODING DevOps platform through standardized interfaces for managing projects and work items.

  Last updated 2025-04-23

  6

  11

  2

  MIT

• What's for Dinner? MCP Server

  a2345sooted

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  security

  A

  license

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  quality

  Helps users decide what to eat by randomly selecting meals from a database of 100+ options or a custom list using an interactive spinning wheel widget. It supports cuisine filtering and provides an engaging visual interface to resolve mealtime indecision.

  Last updated 2026-02-02

  MIT

• mcp-for-azure-devops-boards

  danielealbano

  A

  security

  A

  license

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  quality

  MCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.

  Last updated 2026-04-07

  23

  6

  MIT

• MCP Server for CAD

  Eklavvyaaaaa

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  security

  F

  license

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  quality

  Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.

  Last updated 2026-03-27

• macOS MCP Servers

  tdisawas0github

  A

  security

  F

  license

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  quality

  Enables Claude Desktop and GitHub Copilot to interact with native macOS applications including Spotify, Apple Music, Notes, Calendar, FaceTime, and Contacts through natural language commands. Provides comprehensive control over music playback, note management, calendar events, video calls, and contact operations using AppleScript integration.

  Last updated 2025-09-23

  8

• Coze MCP Server For OpenClaw

  danielcy

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  security

  F

  license

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  quality

  Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

  Last updated 2026-03-11

  89

• mcp-server-for-apache-ofbiz

  jacopoc

  A

  security

  A

  license

  -

  quality

  A proof of concept MCP server for Apache OFBiz

  Last updated 2026-02-20

  5

  Apache 2.0

• MCP Crypto API Servers

  adhinugroho1711

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  security

  F

  license

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  quality

  A collection of Model Context Protocol servers for cryptocurrency APIs (CoinGecko, DeFiLlama, DexScreener, Indodax, Moralis Solana) enabling AI to interact with real-time crypto market data.

  Last updated 2025-07-15

  1

• Ultimate MCP Coding Platform

  Senpai-Sama7

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  security

  A

  license

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  quality

  Turns any LLM into a coding co-pilot with production-ready MCP server providing lint, test, execution, generation, and graph tools. Features Neo4j persistence, OpenAI Agent integration, REST API, and React frontend for comprehensive code development assistance.

  Last updated 2025-12-15

  MIT

• mem0 MCP Server for Project

  KunihiroS

  -

  security

  F

  license

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  quality

  A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.

  Last updated 2026-03-11

  6

• Quick Data for Windows MCP

  Beaulewis1977

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  security

  A

  license

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  quality

  A Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.

  Last updated 2025-06-16

  1

  MIT