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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 325

Code Index MCP

Local code search, file discovery and symbol summaries for a repository on your machine

LocalCan change things
1.0kGitHub stars
2.9k/moPyPI downloads
62popularity score
POPULARITY RANK 326

Buoy MCP

OFFICIAL SERVER

Inspect and drive a running React Native or Flutter app, simulator farms and Chrome from your editor

LocalCan change things
695GitHub stars
1.6k/wknpm downloads
62popularity score
POPULARITY RANK 327

Google Search Console MCP Server

Ready-made SEO analysis of your Google Search Console data, plus image-search audits and indexing requests

LocalCan change things
185GitHub stars
2.4k/wknpm downloads
62popularity score
POPULARITY RANK 328

Heroku Platform MCP Server

OFFICIAL SERVER

Heroku's own server for managing apps, dynos, add-ons, pipelines and Postgres from an MCP client

LocalCan change things
82GitHub stars
8.2k/wknpm downloads
62popularity score
POPULARITY RANK 329

Codex MCP Server

Hands coding tasks, code reviews and web searches from an MCP client to the OpenAI Codex CLI

LocalCan change things
648GitHub stars
1.3k/wknpm downloads
62popularity score
POPULARITY RANK 330

Oya Browser

OFFICIAL SERVER

Hosted MCP endpoint for driving real Chrome sessions: cloud, third-party or your own desktop browser

RemoteLocalCan change things
348GitHub stars
900/wknpm downloads
62popularity score
POPULARITY RANK 331

projectmem

Local per-repo memory for coding agents that flags files where earlier fixes failed

LocalCan change things
877GitHub stars
1.3k/moPyPI downloads
62popularity score
POPULARITY RANK 332

Frog

Keeps a friction log for coding agents in the repo and turns each entry into a GitHub issue

LocalCan change things
267GitHub stars
13k/wknpm downloads
62popularity score
POPULARITY RANK 333

MCP Alchemy

Explore schemas and run SQL on any SQLAlchemy-supported relational database

LocalCan change things
422GitHub stars
13k/moPyPI downloads
62popularity 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.

Press / to search, Enter to see results, ↓ to focus the first result, or Escape to clear the query. Use Tab or the result arrow keys to navigate.