MCP Server Quality Scores
Independent quality analysis of 66291 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65901 |
datadog-logs-mcp
Claim
Enables querying and analyzing Datadog logs through search, aggregation, and in…
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| 65902 |
Enables managing employee leave requests (apply, view, list leaves) through Cla…
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| 65903 |
leakguard-mcp
Claim
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
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| 65904 |
beacon-mcp
Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
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| 65905 |
vaultbeat
Claim
Needs Vaultbeat for iOS (Pro). Your AI agent reads your E2EE Apple Health data,…
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| 65906 |
arcgis-pro-mcp
Claim
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
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| 65907 |
mcp-rentcast
Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
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| 65908 |
bookmark-mcp
Claim
A bookmark management MCP server that enables saving, searching, and managing b…
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| 65909 |
computer-use-mcp
Claim
Gives AI assistants full macOS desktop control via screenshots, mouse, keyboard…
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| 65910 |
mcp-arcgis-montana
Claim
Enables searching and querying Montana State GIS open geospatial datasets (parc…
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| 65911 |
ratebook
Claim
Open MCP server for US electricity tariffs: real rate lookup, bill estimates, a…
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| 65912 |
SC-MCP-SERVER
Claim
MCP server for AI agents to execute the complete NevioServiceCenter flight book…
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| 65913 |
ProtonScope
Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
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| 65914 |
Azure DevOps MCP Server
Claim
An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling man…
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| 65915 |
MCP Server Starter
Claim
A production-ready starter template for building Model Context Protocol (MCP) s…
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| 65916 |
openair-3-mcp-oss
Claim
MCP server wrapping the openair R package for air quality data analysis, enabli…
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| 65917 |
accessibility-mcp-server
Claim
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
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| 65918 |
moviefinder-mcp
Claim
An MCP server that wraps The Movie Database (TMDB) API, enabling search for mov…
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| 65919 |
bakom-mcp
Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
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| 65920 |
Automate App Store Connect from your AI agent. Manage versions, metadata, build…
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| 65921 |
Systems Manager
Claim
Enables AI agents to manage system updates, application installations, and remo…
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| 65922 |
Parley
Claim
A transport-agnostic MCP seam for messages, context sharing, and task hand-off …
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| 65923 |
shelf-mcp
Claim
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| 65924 |
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
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| 65925 |
Reclaim.ai MCP Server
Claim
Enables MCP-compatible clients to manage Reclaim.ai tasks, including listing, c…
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| 65926 |
clickhouse-mcp
Claim
Enables SQL query execution on ClickHouse databases with per-request connection…
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| 65927 |
Prometheus MCP Server
Claim
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
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| 65928 |
freee-hr-mcp
Claim
Enables managing freee HR operations like employee data, attendance, leave, and…
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| 65929 |
token-diet
Claim
An MCP server that reduces token usage by injecting graph-ranked repo maps, dec…
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| 65930 |
MCP Reddit Server
Claim
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
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| 65931 |
BACH FileCommander
Claim
43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PD…
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| 65932 |
ContextBuilder (ctx)
Claim
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
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| 65933 |
Steam游戏资讯Agent
Claim
基于MCP和LLM的游戏资讯智能体,支持查询Steam排行榜、总结游戏新闻和发送邮件简报。
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| 65934 |
Luminus
Claim
Provides real-time European and GB electricity grid data via MCP, including gen…
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| 65935 |
GadgetHumans API Hub
Claim
Hosted MCP endpoint — 46 tools + 300+ REST endpoints. Free tier, no API keys, n…
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| 65936 |
lautfm-mcp
Claim
MCP server providing access to the laut.fm Radioadmin API for managing radio st…
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| 65937 |
mailchimp-mcp
Claim
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
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| 65938 |
pwlaywrite_hajk
Claim
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| 65939 |
arca-mcp
Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
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| 65940 |
ftrack MCP server
Claim
Provides broad, typed access to the ftrack Studio production-tracking API for L…
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| 65941 |
mcp-ip2location
Claim
Enables AI assistants to perform IP geolocation, proxy detection, and domain WH…
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| 65942 |
mcp-security-toolkit
Claim
14 atomic MCP tools for AppSec and AI Security engineers: source/schema/prompt …
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| 65943 |
DM3 MCP Server
Claim
An MCP server for the DM3 game engine that enables AI assistants to create, bui…
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| 65944 |
water-conditions
Claim
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
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| 65945 |
Elicitly
Claim
Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus…
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| 65946 |
Devicebase MCP Server
Claim
Enables remote control of mobile devices via the Devicebase API, including touc…
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| 65947 |
things3-mcp-gtd
Claim
An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
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| 65948 |
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
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| 65949 |
GoHighLevel MCP Server
Claim
A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
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| 65950 |
Frugal
Claim
Cost-optimized MCP server: routes every tool call to the cheapest provider that…
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