Data / Repositories / LLM tools
LLM tools repositories on GitHub: 31 ranked by stars
31 public repositories tagged LLM tools are on GitHub, with 149,821 stars between them; 20 had a push in the last 30 days. Most are written in Python (13), TypeScript (7), Go (2). The most starred: Panniantong/Agent-Reach (97,255), agentscope-ai/QwenPaw (35,686), firecrawl/firecrawl-mcp-server (7,601).
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Every repository, most starred first
| Repository | What it is | Language | 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. | Python | 97,255 | 8,509 | MIT | Oct 8 | Oct 14 |
| agentscope-ai/QwenPaw | Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities. | TypeScript | 35,686 | 3,182 | Apache-2.0 | Oct 14 | Oct 14 |
| firecrawl/firecrawl-mcp-server | Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients. | JavaScript | 7,601 | 905 | MIT | Oct 14 | 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 | Python | 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. | Python | 1,131 | 66 | CC-BY-SA-4.0 | Oct 9 | Oct 11 |
| stackql/stackql | Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents. | Go | 1,069 | 87 | MIT | Oct 14 | Oct 14 |
| utensils/mcp-nixos | MCP-NixOS - Model Context Protocol Server for NixOS resources | Python | 854 | 47 | MIT | Sep 5 | Oct 14 |
| v-modal/awesome-jev-tools | A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions. | 742 | 51 | Oct 9 | Oct 15 | ||
| graphlit/graphlit-mcp-server | Model Context Protocol (MCP) Server for Graphlit Platform | TypeScript | 378 | 56 | MIT | Jan 12 | 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. | Python | 319 | 14 | Oct 15 | Oct 15 | |
| cyanheads/model-context-protocol-resources | Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol. | 292 | 33 | Apache-2.0 | Jun 21, 2025 | Oct 14 | |
| cyanheads/git-mcp-server | Clone, commit, diff, branch, merge, rebase, cherry-pick, stash, tag, and manage worktrees in local git repos via MCP. STDIO or Streamable HTTP. | TypeScript | 241 | 57 | Apache-2.0 | Sep 26 | Oct 14 |
| tinyfish-io/agentql-mcp | Model Context Protocol server that integrates AgentQL's data extraction capabilities. | TypeScript | 181 | 44 | MIT | Oct 8 | Oct 14 |
| tanaikech/ggsrun | High-performance Google Drive CLI and Model Context Protocol (MCP) Server for LLM/AI agents. Natively execute Google Apps Script (GAS) under a secure whitelisted runtime sandbox… | Go | 173 | 20 | MIT | Aug 26 | Oct 14 |
| GopherSecurity/gopher-mcp | C++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP. Enterprise-grade security, observability, connectivity. Stdio, HTTP+SSE, Streamable HTTP… | C++ | 149 | 24 | Apache-2.0 | Oct 12 | Oct 14 |
| 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… | Python | 108 | 28 | Jul 18, 2025 | Oct 14 | |
| kunwarVivek/mcp-github-project-manager | MCP server for AI-powered GitHub project management — 20 tools, 169 actions, agent swarm orchestration, GitHub Actions/Releases/Branches, MCP Resources & Prompts, PRD-to-issues… | TypeScript | 102 | 26 | MIT | Sep 22 | 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… | Python | 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. | Python | 66 | 74 | Apache-2.0 | Sep 28 | Oct 14 |
| linny006/mcp-servers-live | Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes | HTML | 13 | 5 | Oct 14 | Oct 14 | |
| ai-infra-curriculum/ai-agent-guidebook | Comprehensive guides for AI coding assistants: Claude Code, GitHub Copilot, Gemini CLI. Includes MCP servers, multi-agent orchestration, and production templates. | Shell | 10 | 6 | Jul 8 | Oct 14 | |
| Evref-BL/MCP | MCP server for Pharo | Smalltalk | 8 | 5 | Oct 13 | Oct 14 | |
| DhanushNehru/awesome-mcp-servers | A curated list of awesome Model Context Protocol (MCP) servers, tools, SDKs and resources for AI assistants like Claude. | 7 | 72 | MIT | 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. | Python | 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… | Python | 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… | Python | 5 | 4 | Apache-2.0 | Sep 25 | Oct 14 |
| ryan-phq2005h1/github-mcp-server | Official GitHub MCP Server — connect AI agents to GitHub API | Python | 4 | 0 | MIT | Aug 5 | Oct 14 |
| weselben/gomodel-admin-mcp | MCP server for the GoModel admin API — grouped tools with gradual discovery, live docs from GitHub, TTL read cache, opt-in HTTP host mode. Runs on Bun; distroless Docker… | TypeScript | 3 | 2 | Oct 14 | Oct 14 | |
| openmodelsrun/mcp | Open-source registry of MCP servers – structured metadata, tools, resources and install configs for the Model Context Protocol ecosystem. | Python | 1 | 44 | MIT | Oct 1 | Oct 14 |
| digitalcrest01/MCP-Server | Model Context Protocol server exposing GitHub repos, issues, PRs, and code search to LLM agents over stdio | TypeScript | 0 | 0 | May 13 | Oct 14 | |
| mcpbeat/best-mcp-servers | MCP servers ranked by measured uptime and real installs — not stars. Daily change log, weekly ecosystem reports, open data. | 0 | 0 | CC-BY-4.0 | Oct 14 | Oct 14 |
By language
- Python 13
- TypeScript 7
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.