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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.

286 servers match your filters

Stars, downloads & growth
POPULARITY RANK 323

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 326

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 328

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 329

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 337

agentistics

OFFICIAL SERVER

Query and manage local AI coding-assistant usage data, costs and a task board from agentistics

LocalCan change things
48GitHub stars
11k/wknpm downloads
62popularity score
POPULARITY RANK 336

Roblox Studio MCP

Edit places, run Luau, drive playtests and profile games in Roblox Studio from a coding agent

LocalCan change things
360GitHub stars
1.9k/wknpm downloads
62popularity score
POPULARITY RANK 338

trace-mcp

Local code graph of a repository, queried over MCP for impact, call paths and context

LocalCan change things
202GitHub stars
3.8k/wknpm downloads
62popularity score
POPULARITY RANK 341

Signet

OFFICIAL SERVER

Local, shared memory for coding agents, with recall, a knowledge graph and cross-agent messaging over MCP

LocalCan change things
313GitHub stars
1.1k/wknpm downloads
62popularity score
POPULARITY RANK 343

Figwright

Two-way Figma bridge: read selections for codegen and build or edit designs on the canvas

LocalCan change things
1.3kGitHub stars
1.7k/wknpm 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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CAPABILITIES, WITH EVIDENCE

Start with the task.
Follow the evidence.

Search covers 702 current records and 16,602 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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