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DESCRIBE THE JOB702 SERVERS / PUBLISHED CAPABILITIES
THE DIRECTORY

Your next connection.

241 servers match your filters

Stars, downloads & growth
POPULARITY RANK 487

Claude Code Ultimate Guide MCP

Search and read the community Claude Code Ultimate Guide, its templates and Claude Code release notes

LocalCan change things
6.4kGitHub stars
365/wknpm downloads
51popularity score
POPULARITY RANK 490

basemind

Local Rust index of a repo's code, docs, git history and memory, served to coding agents over MCP

LocalCan change things
117GitHub stars
534/wknpm downloads
51popularity score
POPULARITY RANK 492

CodeQL Development MCP Server

OFFICIAL SERVER

Write, test, run and profile CodeQL queries from an AI assistant through the local CodeQL CLI

LocalCan change things
39GitHub stars
838/wknpm downloads
51popularity score
POPULARITY RANK 494

RuView

OFFICIAL SERVER

Operate a RuView WiFi-sensing setup: ESP32 CSI nodes, radar, LiDAR, flashing, calibration and training

LocalCan change things
103kGitHub stars
460/wknpm downloads
51popularity score
POPULARITY RANK 496

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 497

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 503

Ansible Development Tools MCP Server

OFFICIAL SERVER

Ansible linting, playbook runs, project scaffolding and dev-environment setup over MCP

LocalCan change things
492GitHub stars
371/wknpm downloads
49popularity score
POPULARITY RANK 506

claude-db

Project memory and a code-symbol graph for Claude Code, stored in your own SQLite, Postgres or MongoDB

LocalCan change things
233GitHub stars
370/wknpm downloads
49popularity score
POPULARITY RANK 508

Better Fullstack

Plans, scaffolds and maintains multi-language full-stack projects from a catalogue of parts

LocalCan change things
818GitHub stars
297/wknpm downloads
49popularity 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.

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