MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40051 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
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| 40052 |
Boomi MCP Server
Claim
Secure MCP server for Boomi Platform API integration with Claude Code. Enables …
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| 40053 |
X API FastMCP Server
Claim
A local MCP server that exposes the X API (formerly Twitter API) as tools, enab…
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| 40054 |
AdaptixC2 MCP Server
Claim
Enables LLM agents to automate red teaming operations with the AdaptixC2 framew…
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| 40055 |
mcp-reranker
Claim
A generic Model Context Protocol (MCP) server for high-accuracy document rerank…
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| 40056 |
Extracts rich metadata from images including EXIF, GPS, IPTC, and XMP, with x40…
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| 40057 |
Outlook MCP Server
Claim
Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emai…
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| 40058 |
crowe-logic-mcp
Claim
MCP server for the Crowe Logic platform, enabling mycology expertise chat, cult…
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| 40059 |
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
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| 40060 |
uploop-vided MCP Server
Claim
AI-native video composition and VFX engine that exposes its capabilities as MCP…
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| 40061 |
Production-grade MCP server for Statistics Finland's StatFin database. Enables …
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| 40062 |
DroidPilot
Claim
Drive an Android phone over ADB and expose it to AI agents via MCP, enabling na…
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| 40063 |
numertel-mcp
Claim
Polish phone number lookup: who called, spam and scam checks, UKE DNO registry,…
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| 40064 |
wi-graphql-mcp-server
Claim
An MCP server implementing the Wildlife Insights GraphQL API, providing natural…
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| 40065 |
qtcl-mcp-server
Claim
Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle m…
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| 40066 |
VisualQ MCP Server
Claim
Enables running visual regression tests, polling results, and reading structure…
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| 40067 |
knowledge-to-action-mcp
Claim
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
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| 40068 |
@event4u/agent-config
Claim
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
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| 40069 |
Enables interaction with Zenquotes's tools and services through a unified API, …
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| 40070 |
folio-mcp
Claim
Enables Claude to interact with a Folio business bank account for managing acco…
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| 40071 |
empresa-brain
Claim
Enables Claude to query and store private company notes through a MCP connector…
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| 40072 |
learnings-mcp
Claim
An MCP server for managing learning prompts, supporting both global and local l…
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| 40073 |
mcp-firefox
Claim
Connects to Firefox's Remote Debugging Protocol over TCP, exposing browser DevT…
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| 40074 |
mcp-rag
Claim
Enables per-project, traceable access to a RAG knowledge base, with tools for s…
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| 40075 |
linkshrink-api
Claim
Free privacy-first URL shortener API with analytics and link management. No API…
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| 40076 |
Ultraner MCP Server
Claim
Enables AI agents to interact with the Ultraner API for creating payments, refu…
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| 40077 |
mcp-stat-ee
Claim
Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables …
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| 40078 |
Official MCP server for the pyobfus Python obfuscator (installed from PyPI as `…
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| 40079 |
easyeda-mcp-fix
Claim
A bug-fix fork of the EasyEDA Pro MCP bridge that resolves six upstream bugs in…
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| 40080 |
Fan Token Intel MCP
Claim
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
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| 40081 |
corviapp
Claim
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| 40082 |
Cortex XSIAM MCP Gateway
Claim
Enables governed agent access to Cortex XSIAM security operations APIs, includi…
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| 40083 |
SC-MCP-SERVER
Claim
MCP server for AI agents to execute the complete NevioServiceCenter flight book…
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| 40084 |
mcp-opnsense-dnsmasq
Claim
A LAN-hosted MCP server for safely querying and managing OPNsense Dnsmasq DHCP …
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| 40085 |
godot-mcp-server
Claim
Enables AI agents to interact with the Godot game engine, including project ins…
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| 40086 |
gitlab-duo-mcp-bridge
Claim
Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…
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| 40087 |
erpdevdb
Claim
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| 40088 |
devpulse-mcp
Claim
Zero-config MCP server that gives AI coding assistants a real-time diagnostic s…
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| 40089 |
Aionis MCP Server
Claim
Bridges Aionis execution memory to MCP clients, enabling governed memory contex…
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| 40090 |
TaskForge
Claim
MCP server that enables AI agents to manage tasks, boards, lists, and comments …
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| 40091 |
mcp.office
Claim
Combined MCP server for Euro-Office DocumentServer enabling Word and PDF editin…
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| 40092 |
21st.dev Magic AI Agent
Claim
A powerful AI-driven tool that helps developers create beautiful, modern UI com…
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| 40093 |
layergen-mcp
Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
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| 40094 |
ClauseIQ
Claim
A multi-agent AI system that reads Indian contracts, flags unfair clauses with …
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| 40095 |
Blackbird MCP Server
Claim
Enables LLMs to access Blackbird AI's services through the Model Context Protoc…
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| 40096 |
A Model Context Protocol server for managing Oracle Cloud Infrastructure servic…
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| 40097 |
Provides geolocation, routing, and navigation tools including geocoding, place …
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| 40098 |
mcp-data-mesa
Claim
Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's …
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| 40099 |
Kawa Code MCP
Claim
Team-aware memory for AI coding assistants that tracks intent, records decision…
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| 40100 |
Gerrit MCP Server
Claim
Enables interaction with Gerrit code review system via REST API, allowing langu…
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