Best MCP Servers for MCP Server in 2026
61,283 tools indexed · avg score 98.4 · sorted by AgentRank score
The AgentRank index tracks 61,283 mcp server tools. The top-ranked entry is sickn33/agentic-awesome-skills at 99.6 points. Across the 10 shown here, the average AgentRank score is 98.4, and 10 had a commit in the last 30 days. The most common primary language is TypeScript.
MCP servers are tools that extend AI agents using the Model Context Protocol — an open standard developed by Anthropic that defines how language models connect to external capabilities. An MCP server runs as a local process and exposes typed tools, resources, and prompts that any MCP-compatible client (Claude, Cursor, VS Code Copilot, Cline, Windsurf) can call.
This category covers general-purpose MCP servers that don't fit neatly into more specific categories — tools for time and date access, system information, calculator utilities, unit conversion, and other broadly useful capabilities. Think of them as the Unix utilities of the agent ecosystem.
The MCP ecosystem is growing fast: thousands of servers are now indexed on AgentRank, spanning databases, browsers, filesystems, APIs, and communication platforms. If you're evaluating which MCP server to use for a specific task, start with the more specialized category pages where tools are ranked and compared within their domain.
Top 10 MCP Server MCP Servers
- #1sickn33/agentic-awesome-skills99.6
AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,445+ agentic skills. Includes CLI, local MCP, cat...
Ranks here on 47k GitHub stars and a commit within the last week, plus 99% of issues closed.Freshness 30.8Issue health 30.4Stars 15.4Contributors 12.3Description 6.2 - #2xberg-io/xberg99.0
Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. F...
Ranks here on 9.3k GitHub stars and a commit within the last week, plus 97% of issues closed.Freshness 30.8Issue health 29.8Stars 15.4Contributors 12.3Description 6.2 - #3justrach/codedb99.0
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
Ranks here on 1.4k GitHub stars and a commit within the last week, plus 99% of issues closed.Freshness 30.8Issue health 30.4Stars 15.4Contributors 11.7Description 6.2 - #4punkpeye/mcp-remote98.5
Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.
Ranks here on adopted by 217 downstream projects and 1.6k GitHub stars, plus a commit within the last week.Dependents 25.3Freshness 23.0Issue health 22.9Stars 11.5Contributors 9.2 - #5arcjet/arcjet-js98.4
Runtime security for AI apps and agents: prompt injection detection, tool-call authorization, sensitive-data redaction, bot protection, and rate limiting. Drop it into your JS/TS code.
Ranks here on adopted by 3.0k downstream projects and 685 GitHub stars, plus a commit within the last week.Dependents 25.3Freshness 23.0Issue health 22.5Stars 10.9Contributors 8.7 - #6chrisryugj/korean-law-mcp98.0
법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations
Ranks here on 2.6k GitHub stars and a commit within the last week, plus 100% of issues closed.Freshness 30.8Issue health 30.8Stars 15.4Contributors 12.1License 4.6 - #7Syngnat/GoNavi98.0
High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端:约 30MB,AI 与 MCP 就绪,告别 Electron 膨胀。
Ranks here on 1.9k GitHub stars and a commit within the last week, plus 99% of issues closed.Freshness 30.8Issue health 30.6Stars 15.4Contributors 12.3License 4.6 - #8ThinkInAIXYZ/deepchat97.9
🐬DeepChat - A smart assistant that connects powerful AI to your personal world
Ranks here on 6.3k GitHub stars and a commit within the last week, plus 99% of issues closed.Freshness 30.8Issue health 30.5Stars 15.4Contributors 12.3License 4.6 - #9jacob-bd/gemini-notebook-mcp-cli97.8
Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.
Ranks here on 6.2k GitHub stars and a commit within the last week, plus 99% of issues closed.Freshness 30.8Issue health 30.4Stars 15.4Contributors 12.3License 4.6 - #10hi-godot/godot-ai97.7
Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.
Ranks here on 2.6k GitHub stars and a commit within the last week, plus 99% of issues closed.Freshness 30.8Issue health 30.4Stars 15.4Contributors 12.3License 4.6
More MCP Server MCP Servers
| # | Tool | Score | Stars | Last Commit | Language |
|---|---|---|---|---|---|
| 11 | chrisdoc/hevy-mcp | 483 | today | TypeScript | |
| 12 | automagik-dev/genie | 343 | today | TypeScript | |
| 13 | vinhnx/VTCode | 855 | today | Rust | |
| 14 | homeassistant-ai/ha-mcp | 4.8k | today | Python | |
| 15 | microsoft/azure-devops-mcp | 2.0k | 1d ago | TypeScript | |
| 16 | DEEIX-AI/DEEIX-Chat | 1.5k | 4d ago | Go | |
| 17 | Paca-AI/paca | 1.9k | today | Go | |
| 18 | joey-zhou/xiaozhi-esp32-server-java | 1.4k | 5d ago | Java | |
| 19 | TensorBlock/awesome-mcp-servers | 864 | today | TypeScript | |
| 20 | Softeria/ms-365-mcp-server | 994 | 3d ago | TypeScript | |
| 21 | cobusgreyling/loop-engineering | 11k | today | TypeScript | |
| 22 | samanhappy/mcphub | 2.5k | today | TypeScript | |
| 23 | microsoft/mcp-for-beginners | 17k | 3d ago | Jupyter Notebook | |
| 24 | xuzhougeng/wisp-science | 1.2k | today | Rust | |
| 25 | unclecode/crawl4ai | 84k | today | Python | |
| 26 | laravel/boost | 3.6k | 2d ago | PHP | |
| 27 | asheshgoplani/agent-deck | 950 | 3d ago | Go | |
| 28 | bojieli/ai-agent-book | 51k | today | Python | |
| 29 | mark3labs/mcp-go | 9.1k | 2d ago | Go | |
| 30 | artokun/comfyui-mcp | 763 | 4d ago | TypeScript | |
| 31 | llmsresearch/paperbanana | 2.4k | 8d ago | Python | |
| 32 | google-gemini/gemini-cli | 107k | today | TypeScript | |
| 33 | gensecaihq/Wazuh-MCP-Server | 240 | 1d ago | Python | |
| 34 | Hmbown/Codewhale | 41k | today | Rust | |
| 35 | thClaws/thClaws | 1.2k | 2d ago | Rust | |
| 36 | CopilotKit/OpenBot | 5.5k | 2d ago | TypeScript | |
| 37 | tidewave-ai/tidewave_phoenix | 853 | 2d ago | Elixir | |
| 38 | IvanMurzak/Unity-MCP | 4.3k | 1d ago | C# | |
| 39 | zosmaai/pi-llm-wiki | 597 | 2d ago | TypeScript | |
| 40 | Ataraxy-Labs/weave | 1.3k | 1d ago | Rust | |
| 41 | 1Panel-dev/MaxKB | 23k | today | Python | |
| 42 | joshuaswarren/remnic | 209 | 6d ago | TypeScript | |
| 43 | jeremylongshore/tons-of-skills-marketplace | 2.8k | today | Python | |
| 44 | Auriti-Labs/geo-optimizer-skill | 901 | 2d ago | Python | |
| 45 | punkpeye/mcp-proxy | 291 | 4d ago | TypeScript | |
| 46 | openwong2kim/wmux | 397 | today | TypeScript | |
| 47 | btsouth/toolport | 221 | today | Rust | |
| 48 | MinishLab/semble | 6.1k | today | Python | |
| 49 | miuuyy/codex-chatgpt-web | 11k | today | TypeScript | |
| 50 | Thysrael/Horizon | 9.5k | today | Python |