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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.

72 servers match your filters

Stars, downloads & growth
POPULARITY RANK 293

Jev Browser

Runs a headless Chromium task from a goal and a start URL, steered by TypeSafe's Jev model

LocalCan change things
368GitHub stars
1.4k/wknpm downloads
64popularity score
POPULARITY RANK 296

Codeman

Start, prompt and read coding agent sessions running in a self-hosted Codeman dashboard

LocalCan change things
832GitHub stars
4.3k/wknpm downloads
64popularity score
POPULARITY RANK 298

Opik MCP Server

OFFICIAL SERVER

Query, score and annotate Opik traces, datasets, experiments and prompts from an MCP client

RemoteLocalCan change things
225GitHub stars
3.6k/moPyPI downloads
64popularity score
POPULARITY RANK 309

claude-video-vision

Video perception for Claude Code: ffmpeg frames plus timestamped audio transcripts

LocalCan change things
1.5kGitHub stars
2.2k/wknpm downloads
63popularity score
POPULARITY RANK 316

Nano Banana MCP Server

Image generation and editing with Google's Gemini image models, saved to local files

LocalCan change things
403GitHub stars
14k/moPyPI downloads
63popularity score
POPULARITY RANK 324

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 361

MCP Image Generator

Generate and edit images through Gemini, OpenAI or BytePlus Seedream, with prompts rewritten first

LocalCan change things
187GitHub stars
2.6k/wknpm downloads
61popularity score
POPULARITY RANK 365

Skyvern

OFFICIAL SERVER

Browser automation over MCP: drive cloud browsers, fill forms, extract data and run saved Skyvern agents

RemoteLocalCan change things
23kGitHub stars
60popularity score
POPULARITY RANK 401

DeepSeek MCP Server

Calls DeepSeek's chat, Responses, FIM, Files, model and balance APIs from an MCP client

RemoteLocalCan change things
363GitHub stars
542/wknpm downloads
58popularity 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
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CAPABILITIES, WITH EVIDENCE

Start with the task.
Follow the evidence.

Search covers 702 current records and 16,595 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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