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Awesome MCP Servers

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Community-curated awesome list of MCP servers.

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modelcontextprotocol/server-memory

📇 🏠 - Knowledge graph-based persistent memory system for maintaining context

MCP ServerKnowledge & Memory
2352 dirs

ofershap/cursor-usage

[glama](https://glama.ai/mcp/servers/ofershap/cursor-usage) 📇 🏠 - Enterprise AI coding usage analytics — track spend, model usage, and costs across Cursor/Claude Code sessions via MCP server

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MCP ServerDeveloper Tools
2 dirs

MWGMorningwood/Central-Memory-MCP

📇 ☁️ - An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge graph for multiple developers using Azure Functions MCP triggers and Table storage.

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MCP ServerKnowledge & Memory
12 dirs

maxim-saplin/mcp_safe_local_python_executor

Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`

MCP ServerCoding Agents
442 dirs

MyAgentHubs/aimemo

🏎️ 🏠 🍎 🪟 🐧 - Zero-dependency MCP memory server. Single binary, 100% local, no Docker.

MCP ServerKnowledge & Memory
2 dirs

mikan-atomoki/text-to-model

[![text-to-model MCP server](https://glama.ai/mcp/servers/mikan-atomoki/text-to-model/badges/score.svg)](https://glama.ai/mcp/servers/mikan-atomoki/text-to-model) 🐍 🏠 🪟 🍎 - Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets, and JIS standard parts.

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MCP ServerArt & Culture
12 dirs

kukapay/pumpswap-mcp

🐍 ☁️ - Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.

MCP ServerFinance & Fintech
52 dirs

rafapra3008/cervellaswarm

[![rafapra3008/cervellaswarm MCP server](https://glama.ai/mcp/servers/rafapra3008/cervellaswarm/badges/score.svg)](https://glama.ai/mcp/servers/rafapra3008/cervellaswarm) 🐍 🏠 🍎 🪟 🐧 - Verify AI agent communication protocols using session types. Formal specification with Lean 4 proofs, linter, formatter, and LSP. Catches deadlocks and role violations before deployment.

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MCP ServerSecurity
62 dirs

GittyBurstein/mermaid-mcp-server

🐍 ☁️ - MCP server that turns local projects or GitHub repositories into Mermaid diagrams and renders them via Kroki.

MCP ServerArchitecture & Design
52 dirs

kukapay/rug-check-mcp

🐍 ☁️ - An MCP server that detects potential risks in Solana meme tokens.

MCP ServerFinance & Fintech
192 dirs

dannote/figma-use

📇 🏠 - Full Figma control: create shapes, text, components, set styles, auto-layout, variables, export. 80+ tools.

MCP ServerDeveloper Tools
5032 dirs

davidan90/time-node-mcp

📇 🏠 - Timezone-aware date and time operations with support for IANA timezones, timezone conversion, and Daylight Saving Time handling.

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MCP ServerDeveloper Tools
32 dirs

davidlin2k/pox-mcp-server

🐍 🏠 - MCP server for the POX SDN controller to provides network control and management capabilities.

MCP ServerDeveloper Tools
12 dirs

agent-infra/mcp-server-browser

📇 🏠 - Browser automation capabilities using Puppeteer, both support local and remote browser connection.

MCP ServerBrowser Automation
29K2 dirs

misiektoja/kill-process-mcp

🐍 🏠 🍎 🪟 🐧 - List and terminate OS processes via natural language queries

MCP ServerCoding Agents
122 dirs

pfillion42/memviz

📇 🏠 🍎 🪟 🐧 - Visual explorer for [MCP Memory Service](https://github.com/doobidoo/mcp-memory-service) SQLite-vec databases. Browse, search, filter, edit memories with dashboard, timeline, UMAP projection, semantic clustering, duplicate detection, and association graph.

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MCP ServerKnowledge & Memory
2 dirs

deploy-mcp/deploy-mcp

📇 ☁️ 🏠 - Universal deployment tracker for AI assistants with live status badges and deployment monitoring

MCP ServerDeveloper Tools
32 dirs

pomazanbohdan/memory-mcp-1file

🦀 🏠 🍎 🪟 🐧 - A self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.

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MCP ServerKnowledge & Memory
192 dirs

Tips & Tricks

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MCP ServerMCP Tool
2 dirs

ViperJuice/mcp-gateway

🐍 🏠 🍎 🪟 🐧 - A meta-server for minimal Claude Code tool bloat with progressive disclosure and dynamic server provisioning. Exposes 9 stable meta-tools, auto-starts Playwright and Context7, and can dynamically provision 25+ MCP servers on-demand from a curated manifest.

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MCP ServerAggregators
52 dirs