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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 496

2Captcha MCP

OFFICIAL SERVER

Web search, scraping, marketplace parsing and captcha solving through the 2Captcha service

RemoteLocalCan change things
40GitHub stars
166/wknpm downloads
51popularity score
POPULARITY RANK 497

ClawMem

Local, SQLite-backed memory and hybrid search over your markdown for coding agents

LocalCan change things
211GitHub stars
416/wknpm downloads
50popularity score
POPULARITY RANK 498

@ui-layouts/mcp

OFFICIAL SERVER

Search, read the docs of and pull TSX source for components from the ui-layouts.com library

LocalReads only
34GitHub stars
916/wknpm downloads
50popularity score
POPULARITY RANK 499

FrameJam

Frame-accurate video and storyboard review for coding agents, plus style and playbook presets

LocalCan change things
69GitHub stars
321/wknpm downloads
50popularity score
POPULARITY RANK 500

Agent Harness Kit

Local MCP server that tracks specs, tasks, handoffs and health-gated completion for coding agents

LocalCan change things
184GitHub stars
397/wknpm downloads
50popularity score
POPULARITY RANK 501

InfluxDB 3 MCP Server

OFFICIAL SERVER

Query, write to and administer InfluxDB 3 time-series databases from an MCP client

LocalCan change things
38GitHub stars
593/wknpm downloads
49popularity score
POPULARITY RANK 502

Vizro-MCP

OFFICIAL SERVER

Plans, checks and generates Python code for Vizro dashboards and charts from your data

LocalReads only
3.8kGitHub stars
38kDocker pulls
49popularity score
POPULARITY RANK 503

Replicate Flux MCP

Generates raster images and SVGs through Replicate, with Flux Schnell as the image model

LocalCan change things
106GitHub stars
837/wknpm downloads
49popularity score
POPULARITY RANK 504

LunchMoney MCP Server

Read and edit your Lunch Money budget: transactions, categories, budgets, accounts and net worth history

LocalCan change things
113GitHub stars
411/wknpm downloads
49popularity score
KNOW BEFORE YOU CONNECT

Capabilities.
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Explore the server field guide
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CAPABILITIES, WITH EVIDENCE

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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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