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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.

286 servers match your filters

Stars, downloads & growth
POPULARITY RANK 549

flutter-skill

End-to-end testing of running Flutter, mobile, desktop and web apps driven through MCP tools

LocalCan change things
403GitHub stars
199/wknpm downloads
43popularity score
POPULARITY RANK 550

scaffold-mcp

Generates projects and feature files from your own scaffold.yaml templates, kept in the repo

LocalCan change things
160GitHub stars
409/wknpm downloads
42popularity score
POPULARITY RANK 552

Socket MCP Server

OFFICIAL SERVER

Socket's dependency risk scores, org alerts and package file inspection for MCP clients

RemoteLocalReads only
15k/wknpm downloads
41popularity score
POPULARITY RANK 553

Beadhive

MCP front end for bh, the Beadhive CLI that runs beads issue tracking across many git repositories

LocalCan change things
30GitHub stars
3.0k/moPyPI downloads
41popularity score
POPULARITY RANK 576

Instant MCP

OFFICIAL SERVER

Query, write and manage the schema and permissions of InstantDB apps from an AI editor

RemoteLocalCan change things
11kGitHub stars
82/wknpm downloads
40popularity score
POPULARITY RANK 618

SuperSkill

Local project memory, rule-pack routing and worktree cache tools for coding agents

LocalCan change things
19GitHub stars
311/wknpm downloads
40popularity score
POPULARITY RANK 620

Claude Review Bridge — Codex + Gemini

Second-opinion code and plan review from OpenAI Codex or Google Gemini inside Claude Code

LocalCan change things
27GitHub stars
451/wknpm downloads
39popularity score
POPULARITY RANK 623

Cortex

Local stdio server that serves a public GitHub project's Cortex-configured docs and API specs

LocalReads only
3.3kGitHub stars
66/wknpm downloads
38popularity score
POPULARITY RANK 625

Corsair

Reaches 200+ third-party app APIs through Corsair's plugins, using three discovery and script tools

LocalCan change things
16kGitHub stars
54/wknpm downloads
38popularity 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 16,610 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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