Google PageRank for AI agents. 25,000+ tools indexed.

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

  1. #1
    sickn33/agentic-awesome-skills

    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...

    99.6
    Ranks here on 47k GitHub stars and a commit within the last week, plus 99% of issues closed.
    Freshness
    30.8
    Issue health
    30.4
    Stars
    15.4
    Contributors
    12.3
    Description
    6.2
    ★ 47k commit today Python
  2. #2
    xberg-io/xberg

    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...

    99.0
    Ranks here on 9.3k GitHub stars and a commit within the last week, plus 97% of issues closed.
    Freshness
    30.8
    Issue health
    29.8
    Stars
    15.4
    Contributors
    12.3
    Description
    6.2
    ★ 9.3k commit today Rust
  3. #3
    justrach/codedb

    Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.

    99.0
    Ranks here on 1.4k GitHub stars and a commit within the last week, plus 99% of issues closed.
    Freshness
    30.8
    Issue health
    30.4
    Stars
    15.4
    Contributors
    11.7
    Description
    6.2
    ★ 1.4k commit 6d ago Zig
  4. #4
    punkpeye/mcp-remote

    Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.

    98.5
    Ranks here on adopted by 217 downstream projects and 1.6k GitHub stars, plus a commit within the last week.
    Dependents
    25.3
    Freshness
    23.0
    Issue health
    22.9
    Stars
    11.5
    Contributors
    9.2
    ★ 1.6k commit 4d ago TypeScript 217 dependents
  5. #5
    arcjet/arcjet-js

    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.

    98.4
    Ranks here on adopted by 3.0k downstream projects and 685 GitHub stars, plus a commit within the last week.
    Dependents
    25.3
    Freshness
    23.0
    Issue health
    22.5
    Stars
    10.9
    Contributors
    8.7
    ★ 685 commit 1d ago TypeScript 3007 dependents
  6. #6
    chrisryugj/korean-law-mcp

    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

    98.0
    Ranks here on 2.6k GitHub stars and a commit within the last week, plus 100% of issues closed.
    Freshness
    30.8
    Issue health
    30.8
    Stars
    15.4
    Contributors
    12.1
    License
    4.6
    ★ 2.6k commit 2d ago TypeScript
  7. #7
    Syngnat/GoNavi

    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。

    98.0
    Ranks here on 1.9k GitHub stars and a commit within the last week, plus 99% of issues closed.
    Freshness
    30.8
    Issue health
    30.6
    Stars
    15.4
    Contributors
    12.3
    License
    4.6
    ★ 1.9k commit today TypeScript
  8. #8
    ThinkInAIXYZ/deepchat

    🐬DeepChat - A smart assistant that connects powerful AI to your personal world

    97.9
    Ranks here on 6.3k GitHub stars and a commit within the last week, plus 99% of issues closed.
    Freshness
    30.8
    Issue health
    30.5
    Stars
    15.4
    Contributors
    12.3
    License
    4.6
    ★ 6.3k commit 1d ago TypeScript
  9. #9
    jacob-bd/gemini-notebook-mcp-cli

    Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.

    97.8
    Ranks here on 6.2k GitHub stars and a commit within the last week, plus 99% of issues closed.
    Freshness
    30.8
    Issue health
    30.4
    Stars
    15.4
    Contributors
    12.3
    License
    4.6
    ★ 6.2k commit today Python
  10. #10
    hi-godot/godot-ai

    Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.

    97.7
    Ranks here on 2.6k GitHub stars and a commit within the last week, plus 99% of issues closed.
    Freshness
    30.8
    Issue health
    30.4
    Stars
    15.4
    Contributors
    12.3
    License
    4.6
    ★ 2.6k commit today GDScript

More MCP Server MCP Servers

# Tool Score Stars Last Commit Language
11 chrisdoc/hevy-mcp 97.6 483 today TypeScript
12 automagik-dev/genie 97.6 343 today TypeScript
13 vinhnx/VTCode 97.6 855 today Rust
14 homeassistant-ai/ha-mcp 97.6 4.8k today Python
15 microsoft/azure-devops-mcp 97.6 2.0k 1d ago TypeScript
16 DEEIX-AI/DEEIX-Chat 97.6 1.5k 4d ago Go
17 Paca-AI/paca 97.3 1.9k today Go
18 joey-zhou/xiaozhi-esp32-server-java 97.3 1.4k 5d ago Java
19 TensorBlock/awesome-mcp-servers 97.2 864 today TypeScript
20 Softeria/ms-365-mcp-server 97.2 994 3d ago TypeScript
21 cobusgreyling/loop-engineering 97.1 11k today TypeScript
22 samanhappy/mcphub 97.1 2.5k today TypeScript
23 microsoft/mcp-for-beginners 97.0 17k 3d ago Jupyter Notebook
24 xuzhougeng/wisp-science 96.9 1.2k today Rust
25 unclecode/crawl4ai 96.8 84k today Python
26 laravel/boost 96.8 3.6k 2d ago PHP
27 asheshgoplani/agent-deck 96.8 950 3d ago Go
28 bojieli/ai-agent-book 96.8 51k today Python
29 mark3labs/mcp-go 96.7 9.1k 2d ago Go
30 artokun/comfyui-mcp 96.6 763 4d ago TypeScript
31 llmsresearch/paperbanana 96.5 2.4k 8d ago Python
32 google-gemini/gemini-cli 96.5 107k today TypeScript
33 gensecaihq/Wazuh-MCP-Server 96.4 240 1d ago Python
34 Hmbown/Codewhale 96.3 41k today Rust
35 thClaws/thClaws 96.3 1.2k 2d ago Rust
36 CopilotKit/OpenBot 96.3 5.5k 2d ago TypeScript
37 tidewave-ai/tidewave_phoenix 96.2 853 2d ago Elixir
38 IvanMurzak/Unity-MCP 96.2 4.3k 1d ago C#
39 zosmaai/pi-llm-wiki 96.1 597 2d ago TypeScript
40 Ataraxy-Labs/weave 96.0 1.3k 1d ago Rust
41 1Panel-dev/MaxKB 96.0 23k today Python
42 joshuaswarren/remnic 96.0 209 6d ago TypeScript
43 jeremylongshore/tons-of-skills-marketplace 96.0 2.8k today Python
44 Auriti-Labs/geo-optimizer-skill 96.0 901 2d ago Python
45 punkpeye/mcp-proxy 96.0 291 4d ago TypeScript
46 openwong2kim/wmux 96.0 397 today TypeScript
47 btsouth/toolport 95.9 221 today Rust
48 MinishLab/semble 95.8 6.1k today Python
49 miuuyy/codex-chatgpt-web 95.7 11k today TypeScript
50 Thysrael/Horizon 95.6 9.5k today Python