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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 154

Meshy MCP Server

OFFICIAL SERVER

Generate, rig, texture and prepare 3D models for printing through the Meshy AI API

LocalCan change things
91GitHub stars
26k/wknpm downloads
75popularity score
POPULARITY RANK 155

LLM Checker

Hardware-aware local model picks plus Ollama model management over MCP

LocalCan change things
3.1kGitHub stars
1.5k/wknpm downloads
75popularity score
POPULARITY RANK 156

pm-claude-skills

Serves a bundled library of about 1,300 markdown work skills and workflow recipes to MCP clients

RemoteLocalReads only
1.5kGitHub stars
2.1k/wknpm downloads
75popularity score
POPULARITY RANK 157

GraphJin

A GraphQL compiler and MCP server that puts databases, files and code indexes behind one governed graph

LocalCan change things
3.2kGitHub stars
833/wknpm downloads
75popularity score
POPULARITY RANK 158

Photoshop MCP

Drive a running copy of Adobe Photoshop on Windows or macOS from an MCP client, from layers to export

LocalCan change things
818GitHub stars
5.1k/wknpm downloads
75popularity score
POPULARITY RANK 159

Bike4Mind

OFFICIAL SERVER

Exposes a Bike4Mind account's notebooks, files, chat and audio generation to MCP clients

LocalCan change things
94GitHub stars
67k/wknpm downloads
75popularity score
POPULARITY RANK 160

Commonly MCP Server

OFFICIAL SERVER

Connects a coding agent to a Commonly pod to chat, take on tasks and keep memory there

LocalCan change things
1.4kGitHub stars
4.9k/wknpm downloads
75popularity score
POPULARITY RANK 161

Chorus

OFFICIAL SERVER

Self-hosted project tracker where coding agents plan, claim and report work for people to verify

LocalCan change things
1.2kGitHub stars
550/wknpm downloads
74popularity score
POPULARITY RANK 162

Agency Orchestrator

Runs multi-role AI workflows written in YAML and returns their combined deliverable

LocalCan change things
2.5kGitHub stars
857/wknpm downloads
74popularity 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 16,602 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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