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 469

Ansible Development Tools MCP Server

OFFICIAL SERVER

Ansible linting, playbook runs, project scaffolding and dev-environment setup over MCP

LocalCan change things
492GitHub stars
419/wknpm downloads
54popularity score
POPULARITY RANK 470

camofox-browser-mcp

MCP adapter that drives a Camoufox anti-detection Firefox through the camofox-browser REST server

LocalCan change things
12kGitHub stars
520/wknpm downloads
54popularity score
POPULARITY RANK 471

Godot MCP

Drives an open Godot 4 editor: scenes, nodes, GDScript, project settings and test runs of the game

LocalCan change things
452GitHub stars
849/wknpm downloads
53popularity score
POPULARITY RANK 472

StackQL MCP Server

OFFICIAL SERVER

Query and change cloud and SaaS resources with SQL through the StackQL engine

LocalCan change things
1.1kGitHub stars
328/wknpm downloads
53popularity score
POPULARITY RANK 473

sceneview-mcp

OFFICIAL SERVER

SceneView 3D and AR SDK reference, samples and code checker for Android, Apple and web projects

RemoteLocalCan change things
1.4kGitHub stars
240/wknpm downloads
53popularity score
POPULARITY RANK 474

DevOps AI Toolkit (dot-ai)

Self-hosted Kubernetes engine for querying, deploying, operating and troubleshooting clusters through MCP

Can change things
340GitHub stars
287/wknpm downloads
53popularity score
POPULARITY RANK 475

MCP Server Atlassian Confluence

Generic GET/POST/PUT/PATCH/DELETE access to the Confluence Cloud REST API for spaces, pages and comments

LocalCan change things
62GitHub stars
8.6k/wknpm downloads
53popularity score
POPULARITY RANK 476

Excalidraw MCP

OFFICIAL SERVER

Draws hand-drawn Excalidraw diagrams inline in the chat, with editing and export to excalidraw.com

RemoteLocalCan change things
5.6kGitHub stars
53popularity score
POPULARITY RANK 477

Flyto2 Core

Python workflow engine whose browser, file, HTTP and data modules run as traced, replayable steps

LocalCan change things
483GitHub stars
1.6k/moPyPI downloads
53popularity 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 16,610 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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