MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54651 |
Figma Edit MCP
Claim
Read, create, and modify Figma designs programmatically via MCP, empowering AI …
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| 54652 |
crawler-mcp
Claim
Web-crawler MCP server that fetches web pages with static parsing or headless b…
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| 54653 |
Azure FinOps Elite
Claim
Production-grade MCP server for enterprise Azure cost optimization, enabling sp…
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| 54654 |
MCP Server for Odoo
Claim
Enables AI assistants to interact with Odoo ERP systems through natural languag…
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| 54655 |
sonar-mcp
Claim
A Model Context Protocol (MCP) server for interacting with SonarQube code quali…
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| 54656 |
infra-mcp
Claim
Read-only MCP server for on-prem Linux VMs and PostgreSQL over SSH. Check servi…
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| 54657 |
root-signals-mcp
Claim
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| 54658 |
Europe's 478 best beaches: sea temperature, sand, best months, swimming, surf. …
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| 54659 |
airlock
Claim
Local daemon giving AI agents named locks, shared state, events, and a task que…
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| 54660 |
PruvaGraph MCP Server
Claim
Enables Claude Code to query codebase knowledge graphs directly, reducing token…
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| 54661 |
Codex Project Memory
Claim
Local repository memory for Codex that indexes TypeScript/JavaScript structure …
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| 54662 |
notebooklm-mcp-pro
Claim
Production-grade Model Context Protocol server for Google NotebookLM that lets …
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| 54663 |
Enables AI agents to connect and interact with common business platforms like S…
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| 54664 |
Enables AI agents to create, submit answers, and query profile questions from t…
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| 54665 |
Tubist MCP Server
Claim
Enables AI assistants to control the Tubist macOS menu bar player to play YouTu…
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| 54666 |
r324
Claim
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| 54667 |
mcp-fractera
Claim
Zero-Ops deploy of a private AI coding workspace to your own VPS, straight from…
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| 54668 |
VengeanceUI MCP Server
Claim
Enables AI assistants to browse, search, and retrieve source code of 129 Vengea…
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| 54669 |
SportsQuant MCP Server
Claim
Provides AI agents with professional-grade tools for expected value calculation…
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| 54670 |
mcp-research-assistant
Claim
A research assistant server that enables saving, organizing, and retrieving res…
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| 54671 |
coinapi-mcp-server
Claim
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| 54672 |
Enables searching and reading OCI documentation using the Oracle Help Center Se…
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| 54673 |
ros-mcp-server
Claim
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
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| 54674 |
Geenie MCP Proxy Server
Claim
Acts as an intermediary between Claude Desktop and Amazon's MCP server to handl…
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| 54675 |
OpenCart MCP Server
Claim
Query and edit your OpenCart store from Claude Code. Products, orders, customer…
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| 54676 |
examintel-mcp
Claim
An MCP server that indexes exam PDFs and HTML documents for semantic search, to…
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| 54677 |
MCP-Server
Claim
A lightweight bridge connecting LLMs to real-world APIs like finance, weather, …
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| 54678 |
wrapper-mcp
Claim
Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…
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| 54679 |
cadkit
Claim
An MCP server for parametric part modeling in Onshape, producing fully-defined,…
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| 54680 |
MCP Arena
Claim
A multiplayer game engine where AI agents connect via Model Context Protocol to…
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| 54681 |
RepoNova
Claim
RepoNova is an MCP server that builds a persistent knowledge graph of your code…
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| 54682 |
AIX MCP Server
Claim
An extensible MCP server with a plugin system, proxy forwarding, web dashboard,…
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| 54683 |
Local Browser MCP
Claim
A headless, agent-controllable real browser as an MCP server that enables AI ag…
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| 54684 |
prep-reminder-mcp
Claim
Prepares reminders for going out based on weather conditions and suggests meetu…
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| 54685 |
CompText MCP
Claim
Pip-installable MCP bridge for OpenCode that provides safe tools to call the Co…
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| 54686 |
yt-repurpose
Claim
Enables AI assistants to extract YouTube transcripts and repurpose them into so…
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| 54687 |
A local MCP server for code analysis and investigation, providing tools like co…
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| 54688 |
CyberMCP
Claim
Enables AI assistants to perform cybersecurity analysis including RDAP lookup, …
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| 54689 |
Google-Drive-MCP-Server
Claim
Enables AI assistants to securely access and manage Google Drive files and Goog…
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| 54690 |
signaldaemon
Claim
Narrative & signal intelligence for AI agents (crypto/AI/macro): cross-source n…
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| 54691 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 54692 |
Enables submitting URLs to the Rapid URL Indexer API, tracking submissions acro…
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| 54693 |
Enables querying W\&B Weave traces and creating W\&B Reports with text and visu…
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| 54694 |
Zendesk MCP Server
Claim
Comprehensive MCP server providing 89 tools and 13 React UI apps for complete Z…
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| 54695 |
research_mcp
Claim
An MCP server that mirrors the skills and workflows of an industry-leading rese…
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| 54696 |
xserver-files-mcp
Claim
A local stdio MCP server for managing files on XServer via SFTP, enabling secur…
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| 54697 |
Enables sending and drafting emails via Gmail and appending content to Google D…
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| 54698 |
sparkpost-mcp
Claim
Enables sending transactional emails, managing templates, suppression lists, se…
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| 54699 |
A local, open-source look‑alike of Claude Code's Artifacts feature, enabling pe…
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| 54700 |
public_promo
Claim
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