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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 343

Figwright

Two-way Figma bridge: read selections for codegen and build or edit designs on the canvas

LocalCan change things
1.3kGitHub stars
1.7k/wknpm downloads
62popularity score
POPULARITY RANK 344

Git MCP Server

Runs everyday git work on local repositories, from clone and commit to rebase, worktrees and push

LocalCan change things
245GitHub stars
4.3k/wknpm downloads
62popularity score
POPULARITY RANK 345

LikeC4 MCP Server

OFFICIAL SERVER

Query a LikeC4 architecture-as-code model: elements, relationships, deployments and views

LocalCan change things
6.0kGitHub stars
537/wknpm downloads
62popularity score
POPULARITY RANK 346

IWE

OFFICIAL SERVER

Folder of linked Markdown notes served as searchable, editable memory for coding and chat agents

LocalCan change things
1.8kGitHub stars
599/wknpm downloads
62popularity score
POPULARITY RANK 347

MCP Mermaid

Render Mermaid diagram code into PNG, SVG, saved files or mermaid.ink links from a chat

RemoteLocalCan change things
649GitHub stars
818/wknpm downloads
62popularity score
POPULARITY RANK 348

polymarket-paper-trader

Simulated Polymarket and Kalshi trading with $10k of paper money against live order books and real fees

LocalCan change things
502GitHub stars
2.2k/moPyPI downloads
62popularity score
POPULARITY RANK 349

AFFiNE MCP Server

Read, write and organise AFFiNE workspaces, docs, databases and comments from an MCP client

LocalCan change things
323GitHub stars
1.1k/wknpm downloads
62popularity score
POPULARITY RANK 350

Hevy MCP Server

Read, analyse and log workouts, routines and body measurements in the Hevy fitness app

RemoteLocalCan change things
533GitHub stars
2.5k/wknpm downloads
62popularity score
POPULARITY RANK 351

SmartBear MCP Server

OFFICIAL SERVER

One MCP server for SmartBear's BugSnag, Swagger, PactFlow, Zephyr, QMetry, Reflect and other QA tools

RemoteLocalCan change things
44GitHub stars
16k/wknpm downloads
61popularity 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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