THE MCP FIELD GUIDE / SEARCH

What do you
want to do?

Describe the job. Find the server that can do it.
Explore real capabilities, then see what each connection can reach.

ONE PROTOCOL. NEW POSSIBILITIES.
[ ]BROWSER
⌘DEVELOPER TOOLS
≡KNOWLEDGE
mcpTHE CONNECTION LAYER
OPEN CONNECTIONS
∞ POSSIBILITIES
DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Popular for a reason.

702 servers · ranked by real popularity signals

Stars, downloads & growth
POPULARITY RANK 361

xiaohongshu-mcp

Publish to Xiaohongshu (RedNote) from your own account, plus search, read, comment, like and notifications.

LocalCan change things
17kGitHub stars
61popularity score
POPULARITY RANK 362

MCP Image Generator

Generate and edit images through Gemini, OpenAI or BytePlus Seedream, with prompts rewritten first

LocalCan change things
187GitHub stars
2.6k/wknpm downloads
61popularity score
POPULARITY RANK 363

tilth

Tree-sitter code reading for agents: outlines, definitions, callers, file deps and function-level diffs

LocalCan change things
358GitHub stars
1.6k/wknpm downloads
61popularity score
POPULARITY RANK 364

Docker-Android MCP Server

Lets an assistant control an Android emulator in Docker over adb: open apps, visit URLs, press buttons.

Can change things
16kGitHub stars
61popularity score
POPULARITY RANK 367

airtable-mcp-server

Read, search and edit Airtable bases, tables, fields, records and comments over MCP

LocalCan change things
456GitHub stars
3.7k/wknpm downloads
60popularity score
POPULARITY RANK 365

MCP for Unity

Lets an assistant control the Unity Editor: build scenes, edit C# scripts, manage assets, run tests.

Can change things
16kGitHub stars
60popularity score
POPULARITY RANK 366

Skyvern

OFFICIAL SERVER

Browser automation over MCP: drive cloud browsers, fill forms, extract data and run saved Skyvern agents

RemoteLocalCan change things
23kGitHub stars
60popularity score
POPULARITY RANK 369

itasca-mcp

Connects MCP clients to ITASCA PFC, FLAC, 3DEC, MPoint and MassFlow for docs lookup and live simulation runs

LocalCan change things
227GitHub stars
6.1k/moPyPI downloads
60popularity score
POPULARITY RANK 370

pubmed-mcp-server

Search and read biomedical literature from PubMed, PubMed Central and Europe PMC

RemoteLocalReads only
167GitHub stars
3.4k/wknpm downloads
60popularity score
KNOW BEFORE YOU CONNECT

Capabilities.
With context.

A useful server page goes beyond a name and a score. Understand the tools, choose your client, and see what the connection can access.

Explore the server field guide
01 What it does02 How to install03 What it can reach
FOR THE BUILDERS

Your server belongs here.

Submit a public MCP server for review. Free submissions are open.

Submit your server

More ways to explore

CAPABILITIES, WITH EVIDENCE

Start with the task.
Follow the evidence.

Search covers 702 current records and 16,610 published tools. It reads your words and their meaning, and compares both with every server's name, description and individual tools. A misspelt name is read as the nearest one we list, and a package or repository name finds its server directly.

Each result shows the published passage that matched, with your words marked. “Close in meaning” marks a passage that says the same thing in other words. A match is a reason to look at a server, not a guarantee that it will complete your task.

Words such as “official”, “hosted”, “runs locally”, “in Python” or “read only” in your task are applied as filters and said back above the results. “Reads only” uses the record’s explicit access summary. It is not a security certification. Review the full server page and its dated sources before connecting.

Press / to search, Enter to see results, ↓ to focus the first result, or Escape to clear the query. Use Tab or the result arrow keys to navigate.