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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 10

MCP for Blender

Build and edit 3D scenes in a running Blender by running Python, viewing results and importing assets.

LocalCan change things
34kGitHub stars
1.3M/moPyPI downloads
108popularity score
POPULARITY RANK 11

Claude-Mem

Persistent memory plugin for Claude Code and other coding agents, with MCP tools to search past sessions

LocalCan change things
114kGitHub stars
36k/wknpm downloads
107popularity score
POPULARITY RANK 12

Firecrawl MCP Server

OFFICIAL SERVER

Web search, scraping, crawling and research-paper search through Firecrawl, hosted or run with npx.

RemoteLocalCan change things
7.8kGitHub stars
173k/wknpm downloads
107popularity score
POPULARITY RANK 13

Firebase MCP Server

OFFICIAL SERVER

Firebase's own MCP server, run from the Firebase CLI, for managing projects, data and deploys

LocalCan change things
4.5kGitHub stars
4.8M/wknpm downloads
105popularity score
POPULARITY RANK 14

RuVector MCP Server

OFFICIAL SERVER

Gives a coding agent local semantic memory, code analysis and routing tools from the RuVector vector database.

LocalCan change things
4.7kGitHub stars
250k/wknpm downloads
105popularity score
POPULARITY RANK 15

Apify MCP Server

OFFICIAL SERVER

Find and run Apify Store scrapers and crawlers, and manage Actors, runs and data on the Apify platform

RemoteLocalCan change things
15kGitHub stars
40k/wknpm downloads
105popularity score
POPULARITY RANK 16

Desktop Commander MCP

Lets an assistant run terminal commands, manage processes, and search, read and edit files on your computer.

LocalCan change things
10kGitHub stars
705k/wknpm downloads
105popularity score
POPULARITY RANK 17

Notion MCP Server

OFFICIAL SERVER

Lets an assistant search, read and edit Notion pages, blocks, databases and comments through the Notion API.

LocalCan change things
4.7kGitHub stars
322k/wknpm downloads
104popularity score
POPULARITY RANK 18

Repomix

Lets an assistant pack a local or GitHub codebase into one AI-readable file, then read and search it.

LocalCan change things
29kGitHub stars
109k/wknpm downloads
104popularity 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 16,595 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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