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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.

605 servers match your filters

Stars, downloads & growth
POPULARITY RANK 19

code-review-graph

Local code graph that gives a coding assistant review context, blast radius and change risk.

LocalCan change things
33kGitHub stars
302k/moPyPI downloads
103popularity score
POPULARITY RANK 20

Context Mode

Keeps large tool output out of a coding agent's context by running it in a sandbox and indexing it locally.

LocalCan change things
34kGitHub stars
67k/wknpm downloads
103popularity score
POPULARITY RANK 21

Grafana MCP server

OFFICIAL SERVER

Search and edit Grafana dashboards, query metrics and logs, and handle alerts

RemoteLocalCan change things
3.6kGitHub stars
740k/moPyPI downloads
103popularity score
POPULARITY RANK 22

Azure MCP Server

OFFICIAL SERVER

Microsoft's MCP server for querying and managing Azure resources, from storage and databases to AKS.

LocalCan change things
3.8kGitHub stars
199k/wknpm downloads
103popularity score
POPULARITY RANK 23

QMD

Lets an assistant search and read your local markdown notes and docs with on-device hybrid search

LocalReads only
31kGitHub stars
65k/wknpm downloads
102popularity score
POPULARITY RANK 24

Backstage MCP Actions

OFFICIAL SERVER

Backstage backend plugin that serves your portal's registered actions as MCP tools over HTTP

LocalCan change things
35kGitHub stars
95k/wknpm downloads
102popularity score
POPULARITY RANK 25

Framelink MCP for Figma

Lets a coding assistant read layout and styling from Figma files and download their images.

LocalCan change things
16kGitHub stars
161k/wknpm downloads
102popularity score
POPULARITY RANK 26

agent-device

Lets a coding agent drive and verify mobile, TV, desktop and web apps on simulators, emulators and devices.

LocalCan change things
5.3kGitHub stars
684k/wknpm downloads
101popularity score
POPULARITY RANK 27

Exa MCP Server

OFFICIAL SERVER

Lets an assistant search the web, read pages as markdown and run Exa research agents.

RemoteLocalReads only
5.2kGitHub stars
67k/wknpm downloads
101popularity 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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