Discover Awesome MCP Servers

dingdawg-governance

Universal governance layer for AI agents — MCP-native, fail-closed, LNN interpretability. Governed receipts, IPFS audit proofs, and rollback for any agent in any framework.

Instagram MCP Server

Enables access to Instagram data through EnsembleData API, allowing retrieval of user information, posts, reels, follower counts, and search functionality for users, hashtags, and locations.

glm-vision-mcp

A drop-in MCP vision server for Zhipu GLM Coding Plan, offering 8 vision tools powered by glm-5v-turbo with smart retry and caching.

clickhouse

Enables AI assistants to query and manage ClickHouse databases, supporting SELECT queries, DDL/DML statements, and metadata listing.

agent-store

Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP streamable-http tools for querying logs, traces, and metrics.

@tinify-ai/mcp-server

MCP server for tinify.ai image optimization. AI-powered upscaling, resizing/cropping, compression, and SEO filename & alt text generation — all in one tool.

ClickHouse MCP Server

ClickHouse用のMCPサーバー

Multi-agent MCP Network

MCP server exposing specialized AI agents (CEO, CTO, Designer, Sales, Marketing, QA) that collaborate through an intelligent orchestrator for business strategy, technology, design, sales, marketing, and quality tasks.

Gitea MCP Server

Enables seamless integration with self-hosted Gitea platforms for creating repositories, uploading files with directory structure preservation, syncing entire projects, and managing file updates with conflict resolution across multiple Gitea instances.

HydraΜCP

A lightweight, extensible cybersecurity toolkit that connects AI assistants to security tools through the Model Context Protocol (MCP), enabling AI-assisted security research, scanning, and analysis.

Context Pilot

MCP server providing persistent, searchable memory management for AI workflows, enabling Claude Code to store, retrieve, and organize context through CRUD operations and knowledge tools.

Token-Efficient MCP Server

Provides sandboxed code execution and data processing for CSVs and logs to achieve over 95% token savings. It enables secure multi-language execution and progressive tool disclosure to optimize LLM context usage.

CSS Tutor MCP Server

Provides personalized CSS learning updates by tracking known concepts in memory, fetching latest CSS news via Perplexity, and guiding users through new CSS features they haven't learned yet.

DollhouseMCP

A comprehensive Model Context Protocol server that enables dynamic AI persona management with GitHub-powered marketplace integration, allowing Claude and other compatible AI assistants to activate different behavioral personas with community sharing capabilities.

doomscroll-mcp

Enables AI agents to browse Instagram Reels by automating login, scrolling, and extracting structured metadata such as URL, creator, caption, likes, comments, and audio.

redmine-mcp-stateless

A stateless, SSE-ready Redmine MCP server designed for secure team sharing.

halo

MCP server that lets AI coding agents on Windows take screenshots and highlight UI elements with a red circle overlay.

MCP4DRL

Exposes a trained Deep Q-Network agent for business process resource allocation, enabling natural language interaction with reinforcement learning models. It provides tools for simulation control, Q-value analysis, and action explainability to make complex decision-making transparent.

Obsidian Claude Code MCP Server

Enables Claude Code and Claude Desktop to interact with Obsidian vaults through MCP protocol. Supports file operations, workspace context access, and dual transport (WebSocket and HTTP/SSE) for AI-powered assistance with your notes.

Polymarket MCP Server

Enables interaction with Polymarket prediction markets through read-only access to market data, events, orderbooks, and user positions, plus authenticated trading capabilities for creating and managing orders.

Codix Build MCP

A build accelerator for AI coding assistants that scaffolds complete projects from short prompts using Smart Context Mode to reduce token usage.

enterprise-knowledge-mcp

Enables natural-language retrieval from enterprise policy documents via RAG, exposing search_enterprise_knowledge and get_document_sources tools.

Integrate MCP with GitHub Copilot

GitHub Copilot を使用して MCP サーバーの使い方を学ぶ

HomeStock

Enables AI agents to manage a local-first household inventory, recording receipt emails and maintaining a probabilistic estimate of stock levels. Provides tools to query stock, identify items to reorder, and correct ingestion errors, all without any cloud dependency.

Bruin

MCP server for AI agents to read, write, and organize notes in a local-first, human-in-the-loop note-taking app.

Lightweight GitHub MCP

A configurable proxy that filters GitHub MCP server tools via YAML whitelist, reducing context consumption from 100+ tools to only the ones you need while providing meta-tools to discover available functionality.

@marocain/mcp-server

MCP server for Marocain Investments that enables discovering, scoring, and analyzing Moroccan luxury real estate, along with submitting enquiries through the platform.

Power BI Modeling MCP Server

The Power BI Modeling MCP Server implements the MCP specification to create a seamless connection between AI agents and Power BI semantic models. This allows developers and AI applications to interact with Power BI models in entirely new ways, from using natural language to execute modeling changes to autonomous AI agentic development workflows.

fallmotion-mcp

MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations as native tools and resources for use in any MCP client (Claude Code, Claude Desktop, Cursor, Cline, Windsurf).