Data / Repositories / LLM tools / Python
Python LLM tools repositories on GitHub: 13 ranked by stars
13 public Python repositories tagged LLM tools are on GitHub, with 103,166 stars between them; 8 had a push in the last 30 days. The most starred: Panniantong/Agent-Reach (97,255), taylorwilsdon/google_workspace_mcp (3,336), RyanAlberts/best-of-Agent-Harnesses (1,131).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| Panniantong/Agent-Reach | Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | 97,255 | 8,509 | MIT | Oct 8 | Oct 14 |
| taylorwilsdon/google_workspace_mcp | Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool | 3,336 | 1,051 | MIT | Oct 9 | Oct 14 |
| RyanAlberts/best-of-Agent-Harnesses | Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly. | 1,131 | 66 | CC-BY-SA-4.0 | Oct 9 | Oct 11 |
| utensils/mcp-nixos | MCP-NixOS - Model Context Protocol Server for NixOS resources | 854 | 47 | MIT | Sep 5 | Oct 14 |
| wh000wh000/awesome-jev-live | Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours. | 319 | 14 | Oct 15 | Oct 15 | |
| hannesrudolph/sqlite-explorer-fastmcp-mcp-server | An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to… | 108 | 28 | Jul 18, 2025 | Oct 14 | |
| bitDive/mcp-server | BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing… | 75 | 18 | May 30 | Oct 14 | |
| redhat-data-and-ai/template-mcp-server | Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment. | 66 | 74 | Apache-2.0 | Sep 28 | Oct 14 |
| ahtishamdilawar/nuces-flex-MCP | MCP server that connects Claude Desktop or GitHub Copilot to the FAST-NUCES Flex student portal. Query marks, attendance and transcripts in plain English. | 6 | 1 | Sep 1 | Oct 14 | |
| nicotem/exegete | Exegete: full feature, qualitative data analysis through a conversation with your AI assistant, compatible with QualCoder projects. Runs on your computer as an MCP server… | 6 | 0 | LGPL-3.0 | Oct 14 | Oct 14 |
| sachinshelke/ToolsConnector | Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, Anthropic & more. MCP server, OpenAI function calling, Anthropic tool use. 1,519 actions… | 5 | 4 | Apache-2.0 | Sep 25 | Oct 14 |
| ryan-phq2005h1/github-mcp-server | Official GitHub MCP Server — connect AI agents to GitHub API | 4 | 0 | MIT | Aug 5 | Oct 14 |
| openmodelsrun/mcp | Open-source registry of MCP servers – structured metadata, tools, resources and install configs for the Model Context Protocol ecosystem. | 1 | 44 | MIT | Oct 1 | Oct 14 |
Other languages
Related topics
- MCP 26
- Model Context Protocol 21
- AI agents 16
- MCP server 16
- Claude 10
- Python 8
- Developer tools 7
- AI 6
- AI tools 6
- Claude Code 5
- LLM 5
- Awesome list 5
Read from GitHub by SpecStream between October 11, 2026 and October 15, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.