Popular MCP Servers

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  Docforkofficial

  docfork

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  A Model Context Protocol (MCP) server that provides daily-refreshed documentation for 9000+ libraries directly in AI code editors, helping developers avoid outdated references and hallucinations.

  Last updated 2026-04-19

  10

  1

  681

  463

  JavaScript

  MIT
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  mcp-oceanbaseofficial

  oceanbase

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  mcp-oceanbase

  Last updated 2026-03-13

  8

  101

  Apache 2.0
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  Doris MCP Serverofficial

  apache

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  Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.

  Last updated 2026-03-13

  8

  281

  Apache 2.0
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  Requestly MCP Serverofficial

  requestly

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  A TypeScript-based MCP server that provides full CRUD operations for Requestly rules and groups, enabling integration with VS Code and other MCP clients through a stdio interface.

  Last updated 2026-04-05

  8

  15

  4

  MIT

• Codebase MCP

  DeDeveloper23

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  A Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.

  Last updated 2025-02-28

  5

  3

  29

  78

  MIT
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  execution-run-mcpofficial

  execution-run

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  Enables AI agents to interact with the Execute.run bot API for managing Shell balances, transferring funds, and executing LLM requests. It provides tools for identity verification, transaction tracking, and performing compute tasks through the Execute.run platform.

  Last updated 2026-02-06

  6

  MIT

• MCP MySQL Server

  Atomzzm

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  A Model Context Protocol server that enables AI models to interact with MySQL databases, providing tools for querying, executing statements, listing tables, and describing table structures.

  Last updated 2025-02-22

  3

  5

  627

  MIT

• squire

  reidgoodbar

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  Remote runtimes for validation and offload jobs.

  Last updated 2026-04-05

  3

  16

  2

  MIT

• axint

  agenticempire

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  Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents write 5–15× less code to generate App Intents, SwiftUI views, WidgetKit widgets, and full apps. MCP server with 6 tools for scaffolding, compiling, validating, and browsing templates.

  Last updated 2026-04-20

  2

  6

  456

  6

  Apache 2.0
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  GreptimeDB MCP Serverofficial

  GreptimeTeam

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  A Model Context Protocol server implementation that enables AI assistants to securely interact with GreptimeDB, allowing them to explore database schema, read data, and execute SQL queries through a controlled interface.

  Last updated 2026-04-14

  1

  27

  MIT
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  bnbchain-mcpofficial

  bnb-chain

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  bnbchain-mcp

  Last updated 2026-04-17

  26

  127

  58

  MIT
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  Atlaofficial

  atla-ai

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  The Atla MCP Server provides a standardized interface for LLMs to interact with the Atla API for state-of-the-art LLMJ evaluation.

  Last updated 2025-07-21

  2

  18

  MIT
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  Kuzu MCP serverofficial

  kuzudb

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  This server enables natural language interaction between a user and their Kuzu databases using clients like Claude Desktop or Cursor, allowing LLMs to retrieve the database schema, execute Cypher queries, create nodes, and establish relationships in the graph database.

  Last updated 2025-10-10

  2

  40

  MIT

• Advanced Reasoning MCP Server

  angrysky56

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  An MCP server that enhances sequential thinking with meta-cognitive capabilities including confidence tracking, hypothesis testing, and organized memory storage through graph-based libraries and structured JSON documents.

  Last updated 2026-03-12

  337

  10

  12

  MIT
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  Code Ocean MCP Serverofficial

  codeocean

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  Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.

  Last updated 2026-03-09

  26

  3

  MIT
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  alpaca-mcp-serverofficial

  alpacahq

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  alpaca-mcp-server

  Last updated 2026-04-17

  61

  653

  MIT
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  Fibery MCP Serverofficial

  Fibery-inc

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  The Fibery MCP server provides integration between Fibery and any LLM provider supporting the MCP protocol (e.g., Claude for Desktop), allowing you to explore Fibery Workspace Schema, query databases, create and update entities using natural language.

  Last updated 2026-01-20

  7

  30

  MIT
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  Kilntainersofficial

  Kiln-AI

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  MCP server to give every agent an ephemeral Linux sandboxes for executing shell commands.

  Last updated 2026-03-03

  1

  37

  MIT

• Tribal Knowledge Service

  agentience

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  An MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.

  Last updated 2025-10-22

  6

  4

  MIT

• Devpipe MCP Server

  drewkhoury

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  Enables AI assistants to interact with devpipe, a local pipeline runner, allowing them to list tasks, run pipelines, validate configurations, debug failures, analyze security findings, and generate CI/CD configs through natural language.

  Last updated 2025-12-08

  13

  7

  MIT

• mcp-optimizer

  dmitryanchikov

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  mcp-optimizer

  Last updated 2025-11-05

  13

  3

  MIT

• Jupyter MCP Server

  datalayer

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  Enables interaction with Jupyter notebooks through the Model Context Protocol, supporting code execution and markdown insertion within JupyterLab environments.

  Last updated 2026-04-05

  14

  1,014

  BSD 3-Clause

• CLI for Microsoft 365 MCP

  pnp

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  An MCP server that enables running CLI for Microsoft 365 commands through GitHub Copilot Agent, allowing users to interact with Microsoft 365 services using natural language.

  Last updated 2026-04-13

  4

  449

  95

  MIT

• SuperCollider MCP Server

  MCP-Mirror

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  Enables execution of SuperCollider synth code through the Model Context Protocol using supercolliderjs, allowing AI assistants to generate and run audio synthesis programs.

  Last updated 2025-07-09

  2

  11

  MIT

• Interactive Brokers MCP Server

  code-rabi

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  Enables AI assistants to interact with Interactive Brokers trading accounts to retrieve market data, check positions, and place trades. Includes pre-configured IB Gateway and handles OAuth authentication automatically.

  Last updated 2026-03-25

  12

  167

  102

  MIT

• Vitest MCP Server

  djankies

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  AI-optimized Vitest interface that provides structured test output, visual debugging context, and intelligent coverage analysis for more effective AI assistance with testing.

  Last updated 2025-10-27

  4

  446

  13

  MIT

• Symbolic Algebra MCP Server

  sdiehl

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  A Model Context Protocol server that enables LLMs to autonomously perform symbolic mathematics and computer algebra through SymPy's functionality for manipulating mathematical expressions and equations.

  Last updated 2026-03-18

  32

  63

  Apache 2.0

• dbt CLI MCP Server

  MammothGrowth

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  A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI coding agents to interact with dbt projects through standardized MCP tools. Developed by Mammoth Growth.

  Last updated 2025-06-26

  9

  19

  MIT

• MeshSeeks

  twalichiewicz

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  Multi-Agent Mesh Network MCP server that spawns specialized AI agents working in parallel to solve complex coding problems, providing 3.64x faster performance through distributed intelligence.

  Last updated 2026-01-21

  3

  3

  2

  MIT
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  Vendure MCP Serverofficial

  vendurehq

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  A standalone server that enables programmatic interaction with Vendure CLI commands, allowing external MCP clients to automate and integrate with Vendure e-commerce projects through command execution and project analysis.

  Last updated 2026-02-11

  7

  118

  12

• llm-context

  cyberchitta

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  Share code context with LLMs via MCP or clipboard

  Last updated 2026-03-18

  4

  297

  Apache 2.0

• Aptos Blockchain MCP

  punkpeye

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  Integrates Aptos blockchain access into AI applications, enabling interaction with tools for native APT operations, custom coin management, and transaction handling.

  Last updated 2025-07-02

  12

  MIT

• Rime MCP

  MatthewDailey

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  A Model Context Protocol server that enables AI models to generate and play high-quality text-to-speech audio through your device's native audio system using Rime's voice synthesis API.

  Last updated 2025-05-29

  1

  4

  28

  The Unlicense

• BlenderMCP

  omniconnexsynapse

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  Connects Blender to AI through the Model Context Protocol to enable prompt-assisted 3D modeling and scene manipulation. It supports object creation, material control, and arbitrary Python code execution directly within the Blender environment.

  Last updated 2026-04-04

  22

  MIT

• MCP SageMath Server

  GaloisHLee

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  security

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  B

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  Enables execution of SageMath mathematical computations through a local SageMath installation. Provides tools to check SageMath version and evaluate SageMath scripts with configurable timeouts and error handling.

  Last updated 2025-12-12

  3

  9

  MIT

• Unconventional-thinking MCP

  stagsz

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  This is a MCP server that implements an unreasonable thinking system. It helps generate unconventional solutions: Generating unreasonable thoughts that challenge conventional wisdom. Creating branches of thinking in different directions

  Last updated 2026-02-26

  3

  26

  MIT

• Postgres MCP

  crystaldba

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  Postgres Pro is an open source Model Context Protocol (MCP) server built to support you and your AI agents throughout the entire development process—from initial coding, through testing and deployment, and to production tuning and maintenance.

  Last updated 2026-01-22

  9

  2,544

  MIT

• iz-tolk-mcp

  izzzzzi

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  MCP server for the Tolk smart contract compiler on the TON blockchain. Compile, syntax check, deploy link generation, language docs, stdlib, and contract prompts.

  Last updated 2026-04-13

  4

  131

  1

  MIT

• mcp-server-code-assist

  abhishekbhakat

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  A Model Context Protocol server that provides tools for code modification and generation via Large Language Models, allowing users to create, modify, rewrite, and delete files using structured XML instructions.

  Last updated 2025-03-12

  12

  2

  MIT

• mcp-llm

  sammcj

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  An MCP server that provides LLMs access to other LLMs

  Last updated 2025-03-15

  4

  44

  77

  MIT

• Codex Gemini MCP

  donghae0414

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  A TypeScript-based MCP server that provides tools to interact with local Codex and Gemini CLIs via stdio transport. It enables users to execute prompts through the ask_codex and ask_gemini tools, supporting custom models and timeout configurations.

  Last updated 2026-02-26

  1

  3

  5

  MIT

• MCP Server Example

  alejandro-ao

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  An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.

  Last updated 2025-04-29

  1

  154

  MIT

• yade-mcp

  yusong652

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  security

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  yade-mcp connects AI agents to YADE — the open-source discrete element method engine — through the Model Context Protocol. Browse API docs, run simulations, and execute code, all through natural conversation.

  Last updated 2026-04-17

  7

  1

  MIT

• VULK MCP Server

  VULK-dev

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  Enables AI assistants to generate, edit, and deploy production-ready full-stack applications through VULK's automated development pipeline. It supports multi-file code generation, browser verification, and exports to web, PWA, and mobile platforms.

  Last updated 2026-04-02

  9

  20

  2

  MIT

• unreal-mcp

  runreal

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  unreal-mcp

  Last updated 2025-06-06

  20

  180

  95

  MIT

• MCP Terminal Server

  RinardNick

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  security

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  B

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  A secure terminal execution server that enables controlled command execution with security features and resource limits via the Model Context Protocol (MCP).

  Last updated 2025-01-20

  1

  33

  8

  MIT

• gemini-bridge

  eLyiN

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  security

  A

  license

  A

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  A lightweight MCP server bridging AI agents to Google's Gemini AI via official CLI

  Last updated 2026-04-18

  2

  90

  MIT

• OpenSCAD MCP Server

  quellant

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  security

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  license

  B

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  Enables AI assistants to render 3D models from OpenSCAD code, generating single views or multiple perspectives with full camera control. Supports animations, custom parameters, and returns base64-encoded PNG images for seamless integration.

  Last updated 2026-02-15

  2

  71

  MIT

• capsule-mcp-server

  capsulerun

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  A

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  Capsule MCP server gives your AI agent the ability to safely run untrusted Python and JavaScript code in a secure WebAssembly sandbox.

  Last updated 2026-04-19

  2

  138

  276

  Apache 2.0

• Pokémon VGC Damage Calculator

  jpbullalayao

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  security

  A

  license

  B

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  An MCP-compliant server that enables AI agents to perform accurate Pokémon battle damage calculations using the Smogon calculator, supporting comprehensive input handling for Pokémon stats, moves, abilities, and field conditions.

  Last updated 2025-06-11

  1

  24

  1

  MIT