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Best MCP server repositories

Browse MCP server examples and implementation references for connecting tools to AI assistants.

Live results for MCP server Python. Updated from GitHub, GitLab, docs, and forums.

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10 shown

headroom

PythonGitHub

headroomlabs-ai/headroom

56765Jul 5, 2026

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

Matched: mcp, server, python

fastmcp

PythonGitHub

PrefectHQ/fastmcp

25980Jul 5, 2026

🚀 The fast, Pythonic way to build MCP servers and clients.

Matched: mcp, server, python

rocketride-server

PythonGitHub

rocketride-org/rocketride-server

4927Jul 5, 2026

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

Matched: mcp, server, python

arxiv-mcp-server

PythonGitHub

blazickjp/arxiv-mcp-server

2933Jul 5, 2026

A Model Context Protocol server for searching and analyzing arXiv papers

Matched: mcp, server, python

linkedin-mcp-server

PythonGitHub

stickerdaniel/linkedin-mcp-server

2650Jul 5, 2026

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

Matched: mcp, server, python

Office-PowerPoint-MCP-Server

PythonGitHub

GongRzhe/Office-PowerPoint-MCP-Server

1826Jul 5, 2026

A MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulating PowerPoint presentations through the MCP protocol.

Matched: mcp, server, python

mcp-brasil

PythonGitHub

Mcp-Brasil/mcp-brasil

1661Jul 5, 2026

MCP Server para 70 APIs públicas brasileiras

Matched: mcp, server, python

nocturne_memory

PythonGitHub

Dataojitori/nocturne_memory

1254Jul 5, 2026

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

Matched: mcp, server, python

pentest-ai

PythonGitHub

0xSteph/pentest-ai

1228Jul 5, 2026

Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10. CLI + MCP, BYO LLM. No API key needed on MCP path.

Matched: mcp, server, python

cve-mcp-server

PythonGitHub

mukul975/cve-mcp-server

1071Jul 5, 2026

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.

Matched: mcp, server, python

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