THE MCP FIELD GUIDE / SEARCH

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

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DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Your next connection.

241 servers match your filters

Stars, downloads & growth
POPULARITY RANK 162

MasterGo Magic MCP

OFFICIAL SERVER

Pulls layout data from MasterGo design files so an assistant can turn designs into code

RemoteLocalCan change things
288GitHub stars
19k/wknpm downloads
74popularity score
POPULARITY RANK 169

Trail-code

Local call-graph map of a repository that coding agents query for code, callers and file signatures

LocalCan change things
11kGitHub stars
9.5k/wknpm downloads
74popularity score
POPULARITY RANK 170

Minecraft Creator Tools

OFFICIAL SERVER

Mojang's MCP server for building, validating and testing Minecraft Bedrock add-ons

LocalCan change things
170GitHub stars
16k/wknpm downloads
73popularity score
POPULARITY RANK 171

Gemini MCP Tool

Hands prompts and large files from an MCP client to Google's Gemini CLI or Antigravity CLI

LocalCan change things
2.3kGitHub stars
3.6k/wknpm downloads
73popularity score
POPULARITY RANK 177

Memtrace

OFFICIAL SERVER

Local code graph with symbol history that coding agents query for search, impact and change tracking

LocalCan change things
511GitHub stars
1.6k/wknpm downloads
73popularity score
POPULARITY RANK 179

Magic Cloud

OFFICIAL SERVER

MCP endpoint of a self-hosted Magic Cloud instance: your APIs, SQL, files, tasks and a headless browser

RemoteCan change things
1.2kGitHub stars
27kDocker pulls
73popularity score
POPULARITY RANK 180

Better Icons

Search the Iconify icon catalogue and write chosen icons into a project's icons file

LocalCan change things
1.5kGitHub stars
1.2k/wknpm downloads
73popularity score
POPULARITY RANK 184

GitHub MCP Server

OFFICIAL SERVER

Lets an assistant read code and manage repositories, issues, pull requests and Actions on GitHub.

RemoteLocalCan change things
34kGitHub stars
72popularity score
POPULARITY RANK 186

sem

Entity-level diff, impact, call-graph and blame queries over a local Git repo for coding agents

LocalCan change things
3.4kGitHub stars
5.6k/wknpm downloads
72popularity 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

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More ways to explore

CAPABILITIES, WITH EVIDENCE

Start with the task.
Follow the evidence.

Search covers 702 current records and 16,595 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.

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