MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65551
shashank-sn
Turns any GitHub repository into your organisation's persistent context layer, …
65552
CsKoushik9
A Model Context Protocol server for TaskTrek that enables AI assistants to mana…
N/A N/A
65553
avac22
OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…
65554
urbanmorph
Description: Query India's open geo data in natural language. 8 tools: list lay…
65555
cuongpo
neo-defi-mcp Claim
Swap tokens on the NEO blockchain with slippage and deadline controls. View bal…
N/A N/A 95
65556
mikhalchankasm
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
N/A N/A
65557
Particle-Academy
A dev-time MCP server that lets coding agents read documentation directly from …
N/A N/A
65558
matsengrp
Provides PDF reading, text search, navigation, and form filling capabilities th…
N/A N/A
65559
AbiyuLingga
ltagent-mcp Claim
Generates, simulates, and inspects LTspice circuits via MCP tools and resources…
N/A N/A
65560
mvm.lenko
highlight-ai Claim
N/A N/A 95
65561
Srimathi-8502
Read-only MCP server connecting Claude to Vtiger CRM for leads, deals, and over…
65562
rdwj
Enables AI agents to search and analyze NIH-funded research projects and their …
N/A N/A
65563
SkibidiHorneti1345
Connects AI agents to Prowlarr and TorBox for autonomous torrent searching, dow…
65564
bushans
okfgen-mcp Claim
An MCP server that enables AI agents to generate, search, and reason over knowl…
N/A N/A
65565
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
65566
krollchristensen
A simple MCP server demonstrating resources, tools, and prompts using a local t…
N/A N/A
65567
Zakria774
Enables users to search for remote job listings using Playwright browser automa…
65568
berntpopp
hgnc-link Claim
Grounds gene-nomenclature work in the HUGO Gene Nomenclature Committee (HGNC) d…
65569
jackculpan
FlightQueue Claim
TSA wait times, predictions, FAA delays, and baggage stats for 8,000+ airports.
65570
Hqzdev
Lens-MCP Claim
Lens-MCP is a read-only Postgres MCP server that lets AI agents inspect and que…
N/A N/A
65571
knowledgeislands
mcp-gmail Claim
MCP server that connects Claude with Gmail to read, send, delete, and manage me…
N/A N/A
65572
i2mint
py2mcp Claim
Create MCP servers from Python functions instantly, with support for input tran…
65573
Adgentek
adsmcp Claim
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
65574
teamchrisfromthelc
local-wp-mcp Claim
MCP server providing WP-CLI, MySQL, and filesystem access for Local by Flywheel…
N/A N/A
65575
echo-xianyu
An MCP server that searches booru image boards and cleans their tags into ready…
65576
krishnagutta
Enables authoring and debugging Workato recipes from Claude by wrapping the Wor…
N/A N/A
65577
Stoneip
Lets AI agents search and buy travel eSIMs from ALT eSIM for 200+ destinations,…
N/A N/A
65578
christopherwxyz
remix-mcp Claim
A Rust MCP server that enables AI assistants to control Ableton Live via OSC, o…
N/A N/A
65579
arnold-commits
MCP server for Amazon FBA sellers providing tools for profit calculation, inven…
N/A N/A
65580
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations…
N/A N/A
65581
quangminh1212
Enables token counting, usage tracking, and cost calculation for LLM APIs, with…
N/A N/A
65582
jsiksn
Mnemosure Claim
A source-grounded memory layer for AI agents that stores, links, and recalls fa…
65583
bill-gtl-group
Enables accessing and managing files from configured folders with filtering and…
N/A N/A
65584
vndmea
Enables multi-model leader-worker agent orchestration, workflow execution, and …
65585
ice1x
MCP server for football-data.org API providing access to football data like sta…
65586
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
65587
Le-dawn
基于高德地图API的MCP天气预报服务器,提供中国城市的实时天气和天气预报查询功能。
65588
JagminasJ
AutotaskMCP Claim
Enables interaction with Autotask REST API for ticket management and querying t…
N/A N/A
65589
u9401066
nsforge-mcp Claim
Enables creation of new mathematical formulas through symbolic derivation, veri…
65590
letya999
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
65591
jhamblin
oura-mcp Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
65592
iamkw0n
youtube-mcp Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
N/A N/A
65593
DedInc
agents-mcp Claim
Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
N/A N/A
65594
pipeworx-io
Enables querying and searching Lancaster County, Pennsylvania open geospatial d…
65595
sinmb79
Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
65596
alexgenovese
mcp-arxiv Claim
An MCP server that enables AI assistants to search arXiv papers, retrieve metad…
65597
thorrevoets
bw Claim
N/A N/A 95
65598
xiaoyu-ops
An MCP server that provides RSS feed management and LLM-powered article evaluat…
N/A N/A
65599
Aidan-Kay
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
65600
MusashiBot
musashi-mcp Claim
Exposes Musashi market intelligence as MCP tools for clients like Claude and Ch…
Showing 65551–65600 of 66394 servers