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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 379

agent-qa

OFFICIAL SERVER

Write, run and triage natural-language end-to-end tests for web and mobile apps from a coding agent

LocalCan change things
855GitHub stars
1.7k/wknpm downloads
60popularity score
POPULARITY RANK 380

Figma MCP Bridge

Read and edit open Figma and FigJam files through a desktop plugin instead of the Figma REST API

LocalCan change things
889GitHub stars
1.3k/wknpm downloads
60popularity score
POPULARITY RANK 381

SpotifyScraper

Read public Spotify catalogue data, charts, lyrics and podcast transcripts without an API key

LocalReads only
324GitHub stars
4.8k/moPyPI downloads
60popularity score
POPULARITY RANK 382

Compiler Explorer

OFFICIAL SERVER

Compile and run code on godbolt.org's compilers, read the assembly, and make or open share links

RemoteCan change things
19kGitHub stars
59popularity score
POPULARITY RANK 383

MCP *arr Server

Query and manage a self-hosted Sonarr, Radarr, Lidarr and Prowlarr media stack from an MCP client

LocalCan change things
238GitHub stars
1.3k/wknpm downloads
59popularity score
POPULARITY RANK 384

ruv-swarm

Local multi-agent swarm coordination with small WebAssembly neural networks, run from npx

LocalCan change things
387GitHub stars
5.1k/wknpm downloads
59popularity score
POPULARITY RANK 385

Babylon.js MCP Servers

OFFICIAL SERVER

Build and edit Babylon.js node materials, geometry, particles, GUIs and graphs through tool calls

LocalCan change things
26kGitHub stars
1.6k/wknpm downloads
59popularity score
POPULARITY RANK 386

SDL-MCP

Local code index that serves symbol cards, graph slices and bounded source windows to coding agents

LocalCan change things
498GitHub stars
572/wknpm downloads
59popularity score
POPULARITY RANK 387

Odoo MCP

Self-hosted Python MCP server for Odoo 16-19 with schema tools, diagnostics and gated writes

LocalCan change things
427GitHub stars
3.2k/moPyPI downloads
59popularity 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

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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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