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

Popular for a reason.

702 servers · ranked by real popularity signals

Stars, downloads & growth
POPULARITY RANK 172

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 173

Ref MCP

OFFICIAL SERVER

Documentation search and page reading for coding agents, backed by the Ref service

RemoteLocalReads only
1.2kGitHub stars
1.1k/wknpm downloads
73popularity score
POPULARITY RANK 174

Busabase

OFFICIAL SERVER

Self-hosted shared workspace of tables, docs and skills that agents read and change through reviewed proposals

LocalCan change things
734GitHub stars
393/wknpm downloads
73popularity score
POPULARITY RANK 175

MCP for Adobe Premiere Pro

Local MCP server that inspects, edits and exports Adobe Premiere Pro projects through a UXP or CEP connector

LocalCan change things
494GitHub stars
7.0k/wknpm downloads
73popularity score
POPULARITY RANK 176

Helios Design System MCP server

OFFICIAL SERVER

Looks up HashiCorp Helios components, design tokens, icons and docs for app developers

LocalReads only
520GitHub stars
3.6k/wknpm downloads
73popularity score
POPULARITY RANK 177

Lunora MCP

OFFICIAL SERVER

Inspect and call the functions, tables and logs of a deployed Lunora backend on Cloudflare

Can change things
294GitHub stars
5.7k/wknpm downloads
73popularity score
POPULARITY RANK 178

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

Stock SDK

Market data for China A-shares, Hong Kong and US stocks, funds, futures and options over MCP

LocalReads only
2.0kGitHub stars
1.9k/wknpm downloads
73popularity score
POPULARITY RANK 180

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
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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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.

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