Discover Awesome MCP Servers

mcp-agent-app

Converts GeoJSON geometries into 3D triangulated meshes using a local LLM (Ollama), exposing an MCP tool for mesh generation.

Skills Wiki

AI skills marketplace, management and connector

Dokploy MCP Server

A middleware service that allows LLMs and AI assistants to directly interact with the Dokploy platform through a standardized interface, providing access to Docker, project, and application management capabilities.

qsearch

Enables AI agents to perform web searches with full content retrieval and multi-engine provenance, including trust scoring and local corpus persistence, via MCP integration.

Azure Data Explorer MCP Server

Enables users to authenticate with Azure Data Explorer and execute KQL queries via natural language through the Model Context Protocol.

Elastic Brain ZH

An Elasticsearch-based AI memory system optimized for Chinese that enables persistent knowledge storage and complex entity relationship management via the Model Context Protocol. It features advanced semantic search using the IK analyzer and supports multi-zone memory isolation for specialized knowledge graphs.

crewhu-mcp

MCP server for Crewhu — customer feedback, employee engagement, and gamification for MSPs. Enables AI assistants to manage surveys, scores, and recognition.

Pica MCP Server

Pica向けのModel Context ProtocolサーバーのTypeScript実装。これにより、Claude Desktopユーザーは、Gmail、Google Sheets、Slack、データベースなどの接続されたプラットフォームと、自然言語コマンドを通じてやり取りできるようになります。

google-ads-mcp

MCP server for Google Ads API — 22 tools for campaigns, keywords, RSAs, assets, audiences, geo/device performance, impression share, auction insights, and budget pacing. Community edition with B2B/agency-focused tooling beyond the official Google MCP.

ADI Chain MCP Server

Enables AI agents to query and execute ADI Chain operations, including canonical bridge deposits/withdrawals, CCIP transfers, balance checks, and funding path planning.

fast-web-search-mcp

A production-ready MCP server for free web search, news search, and webpage content extraction using DuckDuckGo and Bing.

substrate-mcp

Enables persistent AI entities with causal memory, emotional state, and identity continuity. Provides 31 tools for memory, cognition, emotion, planning, reasoning, and more.

obsidian-semantic-mcp

A persistent memory layer for Claude Desktop that enables semantic search and CRUD operations on your Obsidian vault using local embeddings and PostgreSQL+pgvector.

mcp-tools-server

An MCP server that provides developer knowledge and utility tools including local documentation search, text summarization, safe arithmetic calculation, unit conversion, and knowledge-base resources.

Indonesian Stock Analysis MCP Server

Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-time stock data, technical and fundamental analysis, and buy/sell recommendations.

AI Text Detection with DeBertaV3

ai-detect is a free AI text detector that runs entirely on your own hardware. It scores writing sentence by sentence using desklib/ai-text-detector-v1.01, a 304-million-parameter DeBERTa-v3-large model that ranks first on the RAID detection benchmark. No API key, no per-word pricing and no upload: after a one-off 1.7 GB model download it just works offline. by Houtini

MCP Server for CAD

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.

keepygaga

Enables AI agents to maintain a small, curated set of durable personal memories in local Markdown via eight explicit MCP tools, avoiding unselective recall and temporary state.

Scout MCP Server

Enables AI agents to interact with Scout Live platform capabilities through standardized MCP primitives, including tools for app management, deployment, and logging.

browseros-mcp

Standalone browser automation MCP server supporting both BrowserOS and standard Chrome. Enables 16 MCP tools for browser control including navigation, interaction, and content extraction.

@share-html/mcp-server

Enables publishing sanitized static HTML pages from an MCP agent and receiving shareable URLs, with tools for updating, listing, publishing, and deleting pages.

pixel-mcp

Enables LLMs to create and edit pixel art reliably with support for layers, frames, symmetry, and various drawing tools.

vkb

A local-first semantic memory system that enables document ingestion, semantic querying, and knowledge graph traversal via MCP.

gemini-nano-banana-mcp

Enables generating images through Google's Gemini Nano Banana image models using a free Google AI Studio API key, with configurable prompts, models, aspect ratios, and output locations.

keelen-mcp

MCP server for managing an autonomous dev loop from chat—onboarding, connecting GitHub, and converting plain-English requests into tested, merged pull requests.

CasperAgentKit

Enables AI agents to interact with the Casper blockchain through MCP tools for reading node state, inspecting blocks, querying global state, and evaluating treasury policies. Includes a Treasury Guard reference agent that autonomously enforces DeFi treasury policies on Casper Testnet.

odoo-mcp

Enables AI agents to interact with Odoo 19 via JSON-2 API, supporting CRUD operations on Odoo models through MCP tools.

MCP Codebase Symbols Server

Analyzes codebases and extracts all symbols (functions, classes, methods, interfaces, etc.) from 10+ programming languages into LLM-optimized markdown format. Enables AI assistants to understand entire project structures efficiently without processing full source code.

agent-bridge-mcp

Enables asynchronous messaging and task handoff between Amazon Quick (local desktop) and Kiro (cloud DevSpaces) via an S3-backed message store.

Canvas MCP Server

Provides read-only access to Canvas LMS for students to retrieve courses, assignments, grades, files, discussions, and planner items. Includes optional NotebookLM integration for uploading course content to AI-powered study notebooks.