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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.

312 servers match your filters

Stars, downloads & growth
POPULARITY RANK 500

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

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 509

Decionis Commerce Gate MCP

OFFICIAL SERVER

Policy preflight checks for commerce and Dynamics 365 actions before an agent carries them out

RemoteLocalCan change things
670GitHub stars
337/wknpm downloads
49popularity score
POPULARITY RANK 513

@rushstack/mcp-server

OFFICIAL SERVER

Local stdio server for a Rush monorepo: workspace details, commands, migrations, lockfile conflicts

LocalCan change things
6.5kGitHub stars
293/wknpm downloads
48popularity score
POPULARITY RANK 514

Fastly MCP Server

OFFICIAL SERVER

Search, inspect and call the whole Fastly API from an assistant through three tools

LocalCan change things
39GitHub stars
309/wknpm downloads
47popularity score
POPULARITY RANK 518

TestPlanIt MCP Server

OFFICIAL SERVER

Reads and edits test cases, runs, results and milestones in a TestPlanIt test management instance

LocalCan change things
61GitHub stars
267/wknpm downloads
47popularity score
POPULARITY RANK 519

Xen Orchestra MCP server

OFFICIAL SERVER

Query and, if enabled, manage XCP-ng pools, hosts, VMs and backups through Xen Orchestra

LocalCan change things
996GitHub stars
163/wknpm downloads
47popularity score
POPULARITY RANK 526

FalkorDB MCP Server

OFFICIAL SERVER

Run OpenCypher queries, inspect schemas and manage graphs in a FalkorDB database

LocalCan change things
42GitHub stars
176/wknpm downloads
46popularity score
POPULARITY RANK 530

FireCMS MCP server

OFFICIAL SERVER

Run a FireCMS Cloud project from a chat client: Firestore documents, collection schemas, users and settings

RemoteLocalCan change things
1.3kGitHub stars
135/wknpm downloads
45popularity score
KNOW BEFORE YOU CONNECT

Capabilities.
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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

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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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