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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.

166 servers match your filters

Stars, downloads & growth
POPULARITY RANK 365

Skyvern

OFFICIAL SERVER

Browser automation over MCP: drive cloud browsers, fill forms, extract data and run saved Skyvern agents

RemoteLocalCan change things
23kGitHub stars
60popularity score
POPULARITY RANK 369

Inspo

Design references from real production websites for coding agents building UI

RemoteLocalReads only
985GitHub stars
1.4k/wknpm downloads
60popularity score
POPULARITY RANK 374

pubmed-mcp-server

Search and read biomedical literature from PubMed, PubMed Central and Europe PMC

RemoteLocalReads only
167GitHub stars
3.0k/wknpm downloads
60popularity score
POPULARITY RANK 380

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 386

sosumi.ai

Apple Developer documentation, HIG pages and WWDC transcripts served to MCP clients as Markdown

RemoteLocalReads only
483GitHub stars
902/wknpm downloads
59popularity score
POPULARITY RANK 390

AdLoop

Google Ads, Reddit Ads, GA4, Tag Manager and Search Console reports and edits from an AI client

RemoteLocalCan change things
296GitHub stars
2.5k/moPyPI downloads
59popularity score
POPULARITY RANK 400

Zero Slop

OFFICIAL SERVER

Hosted editor that scores stock AI phrasing in a draft and returns a checked, fact-preserving rewrite

RemoteReads only
162GitHub stars
453/wknpm downloads
58popularity score
POPULARITY RANK 401

DeepSeek MCP Server

Calls DeepSeek's chat, Responses, FIM, Files, model and balance APIs from an MCP client

RemoteLocalCan change things
363GitHub stars
542/wknpm downloads
58popularity score
POPULARITY RANK 416

Pipedream MCP

OFFICIAL SERVER

Hosted MCP access to the actions of Pipedream's 3,000+ app integrations, with Pipedream handling sign-in

RemoteCan change things
12kGitHub stars
57popularity 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 16,595 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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