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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.

241 servers match your filters

Stars, downloads & growth
POPULARITY RANK 438

Tidewave

Runtime tools for coding agents working on Vite and TanStack Start apps in development

LocalCan change things
38GitHub stars
22k/wknpm downloads
55popularity score
POPULARITY RANK 440

mcp-debugger

Step-through debugging over MCP: breakpoints, stepping, stack and variables via real language debuggers

LocalCan change things
185GitHub stars
3.2k/wknpm downloads
55popularity score
POPULARITY RANK 441

Avrotize

Converts data schemas between formats and generates typed code from them over MCP

LocalCan change things
132GitHub stars
21k/moPyPI downloads
55popularity score
POPULARITY RANK 446

RuvNet Brain

Local search over the public source and docs of rUv's RuvNet stack, for Claude Code and Codex

Can change things
83GitHub stars
2.2k/wknpm downloads
55popularity score
POPULARITY RANK 447

Spectrum UI MCP

OFFICIAL SERVER

Browse, search and install Spectrum UI React components from inside an AI-assisted editor

LocalCan change things
1.5kGitHub stars
272/wknpm downloads
55popularity score
POPULARITY RANK 450

Hypa

Local terminal workspace for coding agents, with an MCP server for shell, file reads and output compression

LocalCan change things
216GitHub stars
842/wknpm downloads
55popularity score
POPULARITY RANK 455

pracht dev-mcp

OFFICIAL SERVER

Gives a coding agent the resolved route, API and capability graph of a pracht app, plus scaffolding

LocalCan change things
106GitHub stars
838/wknpm downloads
55popularity score
POPULARITY RANK 457

marm-memory

Local SQLite memory for coding agents, with recall, a code graph and a concept graph

LocalCan change things
434GitHub stars
4.1k/moPyPI downloads
54popularity score
POPULARITY RANK 461

open-computer-use

Desktop app control over MCP on macOS, Linux and Windows through each system's accessibility APIs

LocalCan change things
305GitHub stars
921/wknpm downloads
54popularity 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 16,610 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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