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

MCP Servers

50 tools · avg score 91.3 · sorted by AgentRank score

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.

# Tool Score Stars Last Commit Language
1 microsoft/mcp-for-beginners 97.6 16k 2d ago Jupyter Notebook
2 microsoft/azure-devops-mcp 97.6 1.5k 1d ago TypeScript
3 laravel/boost 97.1 3.4k 1d ago PHP
4 mark3labs/mcp-go 96.7 8.4k 2d ago Go
5 perplexityai/modelcontextprotocol 95.8 2.0k 4d ago TypeScript
6 PrefectHQ/fastmcp 95.6 24k 1d ago Python
7 CoderGamester/mcp-unity 95.5 1.5k 3d ago C#
8 jgravelle/jcodemunch-mcp 95.4 1.3k 1d ago Python
9 samanhappy/mcphub 94.9 1.9k 3d ago TypeScript
10 homeassistant-ai/ha-mcp 94.6 1.8k 1d ago Python
11 mixelpixx/KiCAD-MCP-Server 94.2 522 3d ago Python
12 Jpisnice/shadcn-ui-mcp-server 92.4 2.7k 11d ago TypeScript
13 modelcontextprotocol/go-sdk 92.3 4.2k 3d ago Go
14 GLips/Figma-Context-MCP 92.2 14k 3d ago TypeScript
15 quarkiverse/quarkus-mcp-server 92.0 186 1d ago Java
16 laravel/mcp 91.9 711 1d ago PHP
17 opgginc/laravel-mcp-server 91.9 331 4d ago PHP
18 cablate/mcp-google-map 91.5 234 2d ago TypeScript
19 MightyDillah/apple-doc-mcp 91.3 589 8d ago TypeScript
20 ferdousbhai/investor-agent 91.2 319 1d ago TypeScript
21 rekog-labs/MCP-Nest 91.2 611 9d ago TypeScript
22 CursorTouch/Windows-MCP 91.1 4.9k 1d ago Python
23 agent-sh/agnix 91.1 109 1d ago Rust
24 DeusData/codebase-memory-mcp 90.7 918 1d ago C
25 hyper-mcp-rs/hyper-mcp 90.7 872 3d ago Rust
26 zongmin-yu/semantic-scholar-fastmcp-mcp-server 90.3 109 7d ago Python
27 MCPJam/inspector 90.2 1.8k 1d ago TypeScript
28 freee/freee-mcp 90.2 358 1d ago TypeScript
29 portofcontext/pctx 90.1 240 2d ago Rust
30 gensecaihq/Wazuh-MCP-Server 89.9 147 1d ago Python
31 robotmcp/ros-mcp-server 89.8 1.1k 1d ago Python
32 Softeria/ms-365-mcp-server 89.8 566 1d ago TypeScript
33 genomoncology/biomcp 89.7 471 2d ago Rust
34 zcaceres/markdownify-mcp 89.6 2.5k 1d ago TypeScript
35 neo4j-contrib/mcp-neo4j 89.6 925 9d ago Python
36 aaronsb/obsidian-mcp-plugin 89.5 267 1d ago TypeScript
37 SylphxAI/pdf-reader-mcp 89.5 590 5d ago TypeScript
38 taylorwilsdon/google_workspace_mcp 89.3 1.9k 1d ago Python
39 modelcontextprotocol/ruby-sdk 89.1 755 1d ago Ruby
40 MicrosoftDocs/mcp 89.1 1.5k 1d ago TypeScript
41 nanbingxyz/5ire 88.9 5.1k 9d ago TypeScript
42 Mng-dev-ai/agentrove 88.9 250 2d ago TypeScript
43 cookjohn/zotero-mcp 88.8 533 6d ago TypeScript
44 modelcontextprotocol/python-sdk 88.4 22k 1d ago Python
45 elevenlabs/elevenlabs-mcp 88.3 1.3k 7d ago Python
46 massive-com/mcp_massive 88.3 277 3d ago Python
47 lanbaoshen/mcp-jenkins 88.2 103 11d ago Python
48 modelcontextprotocol/inspector 88.1 9.2k 3d ago TypeScript
49 Azure/aks-mcp 88.1 123 3d ago Go
50 williamzujkowski/strudel-mcp-server 88.0 180 4d ago TypeScript