MCP Server Quality Scores

Independent quality analysis of 66291 public MCP servers

66291
Discovered
31699
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65901
bgrgndzz
Enables querying and analyzing Datadog logs through search, aggregation, and in…
N/A N/A
65902
enggvaij
Enables managing employee leave requests (apply, view, list leaves) through Cla…
N/A N/A
65903
doazvjettu
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
N/A N/A
65904
HyperBDR
beacon-mcp Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
65905
Fino-wind
vaultbeat Claim
Needs Vaultbeat for iOS (Pro). Your AI agent reads your E2EE Apple Health data,…
N/A N/A
65906
AngelZ-YT
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
N/A N/A
65907
pipeworx-io
mcp-rentcast Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
65908
privatenesk
bookmark-mcp Claim
A bookmark management MCP server that enables saving, searching, and managing b…
65909
NicolaivdSmagt
Gives AI assistants full macOS desktop control via screenshots, mouse, keyboard…
N/A N/A
65910
pipeworx-io
Enables searching and querying Montana State GIS open geospatial datasets (parc…
65911
cbetz
ratebook Claim
Open MCP server for US electricity tariffs: real rate lookup, bill estimates, a…
N/A N/A
65912
Kumaravel-V10
MCP server for AI agents to execute the complete NevioServiceCenter flight book…
65913
dazzle-blip
ProtonScope Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
N/A N/A
65914
iimsaurav
An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling man…
65915
John-Chan
A production-ready starter template for building Model Context Protocol (MCP) s…
81
65916
miguel-escribano
MCP server wrapping the openair R package for air quality data analysis, enabli…
65917
AiAgentKarl
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
65918
AmeliaMiddleton
An MCP server that wraps The Movie Database (TMDB) API, enabling search for mov…
N/A N/A
65919
malkreide
bakom-mcp Claim
MCP server for Swiss BAKOM open data, enabling natural-language queries about b…
65920
Vvlladd
Automate App Store Connect from your AI agent. Manage versions, metadata, build…
N/A N/A
65921
Knuckles-Team
Enables AI agents to manage system updates, application installations, and remo…
65922
sharpTrick
Parley Claim
A transport-agnostic MCP seam for messages, context sharing, and task hand-off …
65923
baptitse-jn
shelf-mcp Claim
N/A N/A 95
65924
clihub Claim 1
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
N/A N/A 81
65925
johnjhughes
Enables MCP-compatible clients to manage Reclaim.ai tasks, including listing, c…
65926
stackblaze
Enables SQL query execution on ClickHouse databases with per-request connection…
65927
Pyda-AI
Enables AI assistants to execute PromQL queries and discover metrics within AWS…
81
65928
0xkohe
freee-hr-mcp Claim
Enables managing freee HR operations like employee data, attendance, leave, and…
65929
aryxnsdfs
token-diet Claim
An MCP server that reduces token usage by injecting graph-ranked repo maps, dec…
N/A N/A
65930
MCP-Mirror
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
81
65931
lukisch
43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PD…
N/A N/A 95
65932
koorosh-alt
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
81
65933
Erimanga
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。
N/A N/A
65934
kitfunso
Luminus Claim
Provides real-time European and GB electricity grid data via MCP, including gen…
N/A N/A
65935
gadgethumans-dev
Hosted MCP endpoint — 46 tools + 300+ REST endpoints. Free tier, no API keys, n…
N/A N/A
65936
frank-lautfm
lautfm-mcp Claim
MCP server providing access to the laut.fm Radioadmin API for managing radio st…
65937
livemau5
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
N/A N/A
65938 N/A N/A 95
65939
gredevelopment
arca-mcp Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
N/A N/A
65940
huikku
Provides broad, typed access to the ftrack Studio production-tracking API for L…
65941
eweley95
Enables AI assistants to perform IP geolocation, proxy detection, and domain WH…
65942
x0base
14 atomic MCP tools for AppSec and AI Security engineers: source/schema/prompt …
65943
LegnaOS
An MCP server for the DM3 game engine that enables AI assistants to create, bui…
N/A N/A
65944
aybeeare
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
N/A N/A
65945
elicitly
Elicitly Claim
Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus…
N/A N/A
65946
devicebase
Enables remote control of mobile devices via the Devicebase API, including touc…
65947
Chevalicious
An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
N/A N/A
65948
ivan-movw
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
81
65949
abdul-34
A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
65950
brainsparker
Frugal Claim
Cost-optimized MCP server: routes every tool call to the cheapest provider that…
N/A N/A
Showing 65901–65950 of 66291 servers