Open-source MCP servers written in Python — compatible with Claude Code, Cursor, Windsurf, and Cline. Ranked by stars, quality score, and community activity. FastMCP, Anthropic SDK, and MCP-CLI projects included.
Python MCP Servers tools are AI-powered software designed to help developers and teams tackle python mcp servers-related tasks more efficiently. These tools are typically published as open-source projects on GitHub and can be integrated into existing workflows via MCP (Model Context Protocol), Claude Skills, or standalone agent frameworks. On Agent Skills Hub, we index 30 quality-scored python mcp servers tools across languages including Python.
In 2026, the AI agent ecosystem is maturing rapidly. Python MCP Servers tools can significantly boost development efficiency by automating repetitive tasks, reducing human error, and providing intelligent suggestions. The top 3 tools — mcp-brasil, mcp-brasil, maverick-mcp — have earned an average of 1,289 GitHub stars, reflecting strong community validation. 27 of the listed tools come with clear open-source licenses, ensuring freedom to use and modify.
When choosing a python mcp servers tool, consider these factors: 1) Community activity — GitHub stars and recent commit frequency indicate reliability; 2) Integration method — check if it supports MCP, Claude, or your preferred agent framework; 3) Language compatibility — the most common language in this list is Python; 4) Quality score — Agent Skills Hub's composite score evaluates code quality, documentation completeness, and maintenance activity. Our recommendation: start with mcp-brasil — it ranks highest in both star count and quality score.
MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor
```bash
pip install mcp-python-interpreter
```Model Context Protocol (MCP) server for pfSense firewall management. Control firewall rules, VPNs, DNS, DHCP and diagnostics in natural language from Claude Desktop, Claude Code or any MCP client — 333 wire-format-verified tools for the pfSense REST API, with safety guardrails, config backup and rollback on every change.
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads, and search.
行政手続データ分析 MCP Server — 棚卸調査結果を自然言語で検索・集計 / MCP server for Japan's administrative procedures survey data
金蝶MCP Server（Kingdee K3Cloud MCP）：让 Claude、Cursor 等 AI 助手通过自然语言查询和操作金蝶云星空 ERP。
金蝶云星空 MCP Server：让 Claude/Cursor 等 AI 助手用自然语言直接查询、操作 ERP（采购/销售/库存/财务等 87 个工具）
Production-shaped MCP server for Blender with goal-first routing, curated tools, deterministic verification, and vision-assisted 3D modeling workflows.
Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite
🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Build powerful Model Context Protocol integrations for databases (PostgreSQL, MSSQL) with FastAPI backend, React dashboard, and token-based auth. Perfect for multi-tenant apps and AI assistants.
Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, organize, and send email via IMAP and SMTP.
```bash
uvx mcp-email-server@latest ui
```🚀 The fast, Pythonic way to build MCP servers and clients.
开盒即用的优雅管理mcp服务 | 结合Agent框架 | 作者听劝 | 已发布pypi | Vue页面demo
🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions required. PG 12-18.
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.
Independent policy kernel for AI agents: judge before execute. F1–F13 floors, VAULT999 receipts. Not a model. Not a chatbot.
Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.
MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails via natural language
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.
🌼 A token-friendly local MCP server for DaisyUI component documentation using their public llms.txt.
MCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.
Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment.
MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control
⚡ 本地运行的抖音创作者数据 MCP Server：让 AI 读懂你的抖音创作数据，能够进行查询、对比并复盘作品表现。
| Tool | Stars | Language | License | Score |
|---|---|---|---|---|
| mcp-brasil | ★ 1.8k | Python | MIT | 71 |
| mcp-brasil | ★ 1.5k | Python | MIT | 69 |
| maverick-mcp | ★ 678 | Python | MIT | 75 |
| mcp-python-interpreter | ★ 102 | Python | — | 81 |
| pfsense-mcp-server | ★ 102 | Python | MIT | 70 |
| Basecamp-MCP-Server | ★ 100 | Python | MIT | 69 |
| administrative-procedures-mcp | ★ 72 | Python | MIT | 73 |
| kingdee-k3cloud-mcp | ★ 86 | Python | Apache-2.0 | 62 |
| KingdeeMCP | ★ 88 | Python | MIT | 59 |
| blender-ai-mcp | ★ 54 | Python | Apache-2.0 | 57 |
| mcp_agent_mail | ★ 2.2k | Python | — | 81 |
| supermcp | ★ 62 | Python | MIT | 56 |
| mcp-email-server | ★ 347 | Python | BSD-3-Clause | 67 |
| fastmcp | ★ 28.0k | Python | Apache-2.0 | 75 |
| mcpstore | ★ 427 | Python | MIT | 52 |
| MCP-PostgreSQL-Ops | ★ 161 | Python | MIT | 76 |
| magg | ★ 144 | Python | AGPL-3.0 | 62 |
| unraid | ★ 134 | Python | MIT | 63 |
| unraid-mcp | ★ 101 | Python | MIT | 58 |
| unraid-mcp | ★ 97 | Python | MIT | 60 |
| arifOS | ★ 52 | Python | AGPL-3.0 | 61 |
| cve-mcp-server | ★ 1.6k | Python | Apache-2.0 | 72 |
| apple-mail-mcp | ★ 195 | Python | MIT | 74 |
| mcp-outline | ★ 155 | Python | MIT | 69 |
| RivalSearchMCP | ★ 131 | Python | MIT | 62 |
| daisyui-mcp | ★ 78 | Python | MIT | 74 |
| predictive-maintenance-mcp | ★ 95 | Python | — | 64 |
| template-mcp-server | ★ 66 | Python | Apache-2.0 | 72 |
| mcp-superset | ★ 57 | Python | MIT | 76 |
| douyin-mcp | ★ 57 | Python | AGPL-3.0 | 71 |
The top python mcp servers in 2026 are mcp-brasil, mcp-brasil, maverick-mcp. Agent Skills Hub ranks 30 options by GitHub stars, quality score (6 dimensions including completeness, examples, and agent readiness), and recent activity. The list is rebuilt every 8 hours from live GitHub data.
mcp-brasil (1.8k stars) is the most adopted choice for general python mcp servers workflows, written in Python. mcp-brasil (1.5k stars) is a strong alternative. Pick by your existing stack: match the language and runtime your team already uses to minimize integration cost. If unsure, start with mcp-brasil — it has the deepest community and the most examples online.
Avoid pre-built python mcp servers when (1) your use case requires deep customization that the tool's plugin system doesn't support, (2) you have strict compliance requirements that ban third-party dependencies, (3) the tool's maintenance is inactive (last commit >6 months ago), or (4) your data volume is small enough that a 50-line custom script is cheaper than learning the tool. For most production workflows above 100 requests/day, the time savings from a maintained tool outweigh the customization loss.
Python MCP Servers focuses specifically on open-source mcp servers written in python — compatible with claude code, cursor, windsurf, and cline. ranked by stars, quality score, and community activity. fastmcp, anthropic sdk, and mcp-cli projects included. Free MCP Servers is a related but distinct category — see https://agentskillshub.top/best/free-mcp-servers/ for those tools. The two often appear in the same agent pipeline but solve different problems: choose python mcp servers when your primary goal is the specific task, and free mcp servers when the workflow is broader.
For most teams, yes. mcp-brasil has 1.8k stars worth of community testing, handles edge cases you haven't thought of, and ships with documentation. Build your own only when (1) your requirements are deeply non-standard, (2) you have a security/compliance reason to avoid OSS dependencies, or (3) the maintenance burden is small enough (<200 lines of code) that you'll save time long-term. The break-even point is usually around 2-3 weeks of dev time saved.
Most python mcp servers listed are open source under permissive licenses (MIT, Apache 2.0). A handful offer paid managed/cloud versions on top of free self-hosted core. Always check the LICENSE file on each tool's GitHub repository before commercial use — some use AGPL or non-commercial restrictions that may not fit your deployment model.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: