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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 73

SnowLuma MCP

Browse SnowLuma's OneBot v11 action reference for QQ bots, and optionally call those actions

LocalCan change things
3.8kGitHub stars
51k/wknpm downloads
85popularity score
POPULARITY RANK 74

Alpaca MCP Server

OFFICIAL SERVER

Trade and pull market data through an Alpaca brokerage account: stocks, ETFs, options and crypto

LocalCan change things
1.1kGitHub stars
42k/moPyPI downloads
85popularity score
POPULARITY RANK 75

COTAL actions (cotal.ai)

OFFICIAL SERVER

Hosted product server for cotal.ai: product lookups, build-log reading and sign-ups with the COTAL team

RemoteCan change things
383GitHub stars
38k/wknpm downloads
85popularity score
POPULARITY RANK 76

OpenKnowledge

OFFICIAL SERVER

Lets an assistant search, write, edit and organise a local Markdown knowledge base

LocalCan change things
4.8kGitHub stars
15k/wknpm downloads
85popularity score
POPULARITY RANK 77

Zotero MCP

Search, read, annotate and add to a Zotero research library from an MCP client, locally or via the web API

LocalCan change things
5.8kGitHub stars
20k/moPyPI downloads
85popularity score
POPULARITY RANK 78

Slack MCP Server

Read, search and post in a Slack workspace, including DMs, threads, unreads and user groups

LocalCan change things
1.9kGitHub stars
54k/wknpm downloads
84popularity score
POPULARITY RANK 79

Scaleway MCP server

OFFICIAL SERVER

Scaleway's own CLI run as an MCP server, turning its commands into tools for managing Scaleway cloud resources

LocalCan change things
1.0kGitHub stars
10.0MDocker pulls
84popularity score
POPULARITY RANK 80

Semiotic MCP Server

OFFICIAL SERVER

Pick, validate, repair and render Semiotic React charts, and audit them for accessibility

RemoteLocalReads only
2.7kGitHub stars
9.6k/wknpm downloads
84popularity score
POPULARITY RANK 81

EdgarTools

Query SEC EDGAR filings, financials, insider trades and fund holdings from an MCP client

LocalReads only
2.8kGitHub stars
842k/moPyPI downloads
84popularity 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 16,595 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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