MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67451 |
scopus-mcp
Claim
Enables AI agents to search and retrieve academic papers, author profiles, and …
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| 67452 |
unityxclaude
Claim
A local MCP server for Unity Editor that provides 20 editor tools to control sc…
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| 67453 |
mcp-travis
Claim
Enables users to manage Travis CI builds, view logs, compare builds, and get in…
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| 67454 |
hotwired-mcp
Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
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| 67455 |
Agnes Video MCP Server
Claim
Enables video generation from text prompts or images using Agnes AI's video mod…
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| 67456 |
prospecto-mcp
Claim
MCP server for Prospecto that enables managing your prospection pipeline with A…
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| 67457 |
Agent Context Bridge
Claim
A local-first bridge for moving useful context between coding agents, indexing …
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| 67458 |
meshy-bottube-mcp
Claim
An MCP server that takes a text prompt and automatically generates a 3D model t…
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| 67459 |
Source-provenanced US federal healthcare provider data over MCP, with 14-tuple …
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| 67460 |
magic-api-mcp-server
Claim
Enables AI assistants to interact with Magic-API development environment, suppo…
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| 67461 |
komoot-mcp
Claim
Enables users to interact with Komoot for managing tours, planning routes, expo…
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| 67462 |
selfhosted-doctor
Claim
Read-only MCP server that scans Docker Compose, Cloudflare Tunnel, and .env fil…
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| 67463 |
arca-mcp
Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
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| 67464 |
j-hunt-mcp
Claim
A local job-hunting MCP server for discovering jobs across pluggable web source…
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| 67465 |
NCM MCP Servers Suite
Claim
Enables managing Ericsson Enterprise Wireless networks via three domain-specifi…
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| 67466 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
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| 67467 |
web-automation-mcp
Claim
An MCP server that enables Claude Code CLI to interact with Cloud Desktop, Chat…
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| 67468 |
delimit
Claim
API governance server that detects breaking changes in OpenAPI specs. Diffs two…
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| 67469 |
Buttondown MCP Server
Claim
Enables interaction with the Buttondown newsletter API for managing emails, sub…
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| 67470 |
exocortex
Claim
Personal unified memory system for AI coding agents, providing persistent memor…
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| 67471 |
omnicall-mcp
Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
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| 67472 |
Git MCP Server
Claim
Enables issue-to-code automation for GitHub and GitLab by connecting AI assista…
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| 67473 |
textual-criticism-mcp
Claim
Biblical text analysis with textual criticism support. An MCP server for morpho…
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| 67474 |
worktree-tools-mcp
Claim
Enables Claude to create, manage, and clean up git worktrees automatically, inc…
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| 67475 |
Agent SSH MCP
Claim
MCP server for persistent SSH sessions with tmux integration, port forwarding, …
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| 67476 |
mcp-ispkeeper
Claim
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
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| 67477 |
sketchfab-mcp-server
Claim
Enables AI clients to search, browse, inspect, and download 3D models from Sket…
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| 67478 |
mcp-n8n
Claim
MCP server for n8n workflow automation, enabling management of workflows, execu…
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| 67479 |
anki-mcp
Claim
Enables AI assistants to manage Anki flashcards, decks, note types, tags, and m…
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| 67480 |
Linux MCP Server
Claim
Exposes full Linux system control to AI clients via MCP tools for bash executio…
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| 67481 |
invgate-service-desk-mcp
Claim
MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, use…
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| 67482 |
France shipping labels for AI agents: buy Mondial Relay and more, track and ref…
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| 67483 |
openai-search-mcp
Claim
Enables Claude to perform real-time web searches and fetch web page content via…
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| 67484 |
airspeed-mcp
Claim
Remote MCP server that exposes Airspeed/Glyphic call data to Claude web, enabli…
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| 67485 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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| 67486 |
md2wechat-mcp-server
Claim
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
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| 67487 |
mcpscope
Claim
A simple local MCP server that provides greeting and integer addition tools.
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| 67488 |
upilot
Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
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| 67489 |
Enables searching and retrieving security conference papers from major venues (…
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| 67490 |
index-valuation
Claim
Enables querying index valuations (PE, PB, etc.) for 63 Chinese stock indices, …
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| 67491 |
google-workspace-mcp
Claim
MCP server enabling Cursor to interact with Google Workspace services including…
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| 67492 |
Enables AI agents to investigate Splunk exports or live queries using determini…
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| 67493 |
fallestatepractice-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
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| 67494 |
Zefix MCP Server
Claim
An MCP server for interacting with the Swiss Commercial Register via Zefix REST…
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| 67495 |
ai-security-gateway-mcp
Claim
Scans prompts for PII and masks or redacts sensitive data locally before sendin…
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| 67496 |
VoxelForge
Claim
A voxel editor with MCP bridge enabling AI agents to create and edit 3D models,…
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| 67497 |
DepsGuard MCP
Claim
AI-powered dependency vulnerability and breaking change analyzer that scans dep…
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| 67498 |
Mattermost MCP Server
Claim
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
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| 67499 |
Provides access to Ontario open government data through the CKAN API, enabling …
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| 67500 |
agent-sudo-mcp
Claim
Local zero-trust permission gateway for AI agents. Enforces policy-based tool a…
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