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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 541

TradeMemory Protocol

Local trade journal, outcome-weighted recall and hash-chained decision log for trading agents

LocalCan change things
1.4kGitHub stars
884/moPyPI downloads
44popularity score
POPULARITY RANK 542

Watch Skill

Turns videos, screen recordings and live sessions into searchable, timestamped evidence

LocalCan change things
561GitHub stars
2.1k/moPyPI downloads
44popularity score
POPULARITY RANK 543

autocontext

Agent evaluation and self-improvement harness exposed to MCP clients as scenarios, runs and judges

LocalCan change things
1.3kGitHub stars
209/wknpm downloads
43popularity score
POPULARITY RANK 544

BetterDB MCP server

OFFICIAL SERVER

Query a BetterDB monitor's Valkey and Redis metrics, slowlogs, hot keys and cache proposals from a chat

LocalCan change things
1.3kGitHub stars
80/wknpm downloads
43popularity score
POPULARITY RANK 545

MartinLoop

Puts budgets, verifier gates and run receipts around coding-agent jobs started from an MCP host

LocalCan change things
296GitHub stars
487/wknpm downloads
43popularity score
POPULARITY RANK 546

Apple Photos MCP Server

Search, inspect and export photos from the macOS Photos library, with optional album and metadata edits

LocalCan change things
44GitHub stars
761/wknpm downloads
43popularity score
POPULARITY RANK 547

Kraken CLI MCP Server

OFFICIAL SERVER

Kraken's own trading CLI served as a local stdio MCP server for market data, balances and live or paper orders

LocalCan change things
804GitHub stars
43popularity score
POPULARITY RANK 548

Docling MCP

OFFICIAL SERVER

Turns PDFs, Office files and web pages into structured Docling documents, and builds or edits them

LocalCan change things
787GitHub stars
43popularity score
POPULARITY RANK 549

flow-mcp

Drives Google Flow in a local Chrome window to make videos, images, narration and captions

LocalCan change things
541GitHub stars
43popularity 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.

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.