MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50101
iampopovich
Enables interaction with TestIT test management platform, allowing management o…
N/A N/A
50102
312-dev
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
N/A N/A
50103
Pizone-ai
Acts as a secure gateway for remote MCP clients to interact with RSSFlow's loca…
50104
xDarkzx
ReaperMCP Claim
Connects AI assistants to REAPER for music production, enabling full control ov…
N/A N/A
50105
bradley-t-t
cryptofort Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
50106
UMLCloudComputing
Enables searching across UMass Lowell domain for people, website content, place…
N/A N/A
50107
anupmurali05
Exposes a tool to retrieve mocked documentation records from a simulated databa…
50108
ponderedw
Airflow MCP Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
50109
Racimy
A comprehensive MCP server that enables users to interact with Letterboxd for s…
N/A N/A 95
50110
KDAN-PDF
KDAN PDF Claim
Upload, edit, compress, protect, redact, and compare PDFs with KDAN PDF in Clau…
50111
bradmusolff
Enables AI assistants to query FusionReactor Cloud metrics, logs, and alerts vi…
50112
dogeshitmeme
Dogeshit MCP Claim
Enables AI agents to trigger on-chain minting of $SHIT tokens via EIP-7702 dele…
50113
Pranav-d33
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
N/A N/A
50114
ZeroPointRepo
💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for fr…
50115 N/A N/A 95
50116
supramal1
Enables Claude and other MCP clients to interact with Cornerstone memory, suppo…
N/A N/A
50117
axel-belfort
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
81
50118
K1vin1906
One MCP server that routes to 12+ AI providers for text, image, and video gener…
95
50119
ROHWOOCHUL
test Claim
N/A N/A 95
50120
pipeworx-io
Enables querying Open Beauty Facts product data through natural language, using…
50121
FuJiGraphics
UniMCP Claim
Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabl…
N/A N/A 95
50122
AIFAIS
Headless document processing for AI agents. Invoice extraction, contract analys…
N/A N/A 95
50123
skycaier
Enables remote execution of commands, file operations, screenshots, and clipboa…
50124
hurryupmitch
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
81
50125
adubovik
Provides current time and timezone conversion using IANA timezone names, enabli…
50126
phelps-matthew
Enables Claude to access and search a local Zotero library by querying metadata…
N/A N/A 95
50127
KavinVetrivel
A Model Context Protocol (MCP) server that provides shipment tracking functiona…
50128
ilhankilic
AI-powered spatial intelligence for landscape restoration, enabling queries on …
50129
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
81
50130
matematicsolutions
be-eli-mcp Claim
Enables retrieval of Belgian legislation metadata and full text by ELI coordina…
50131
VGFP
Provides AI agents with access to the Colyseus documentation, enabling searchin…
N/A N/A
50132
swatchdog-dev
validator Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
50133
iceener
Enables web scraping and search with batch support, rate limiting, and flexible…
50134
tildecomunicacion
Enables AI assistants like Claude to interact with TrainingPeaks, allowing user…
N/A N/A
50135
maywzh
A server that enables LLMs to interact with web pages through structured access…
81
50136
RamehNagella
Enables natural-language-based employee leave management including leave balanc…
N/A N/A
50137
oddlyspaced
Enables LLMs to control and manage Android devices via ADB, including app insta…
N/A N/A
50138
my-best-code
Enables AI agents to read MoyKlass CRM data through natural language, providing…
50139
vitaleap
llmstxt-mcp Claim
用于管理远程llms.txt文档的MCP服务器,支持添加、编辑、删除、列出和获取llms.txt文档内容。
50140
chinmaybhatk
Model Context Protocol (MCP) server for managing n8n workflows, allowing Claude…
50141
idealo
Search products, compare prices and discover deals across 6 European markets wi…
50142
the78mole
Enables querying German distribution grid operator data from vnbdigital.de and …
50143
TychiWallet
Tychi MCP Claim
Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-…
N/A N/A
50144
CSOAI-ORG
data-science-ai-mcp MCP server by MEOK AI Labs
N/A N/A
50145
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
N/A N/A 95
50146
ChampCityChris
ChatGPT-compatible MCP server and Electron launcher for controlled local projec…
N/A N/A
50147
hieudt-thehumaninc
mindcore-mcp Claim
Enables AI-powered chat and DeFi operations (swap, transfer) via MCP-compliant …
50148
alejandro-ao
RAG-MCP Claim
A Retrieval Augmented Generation MCP server that ingests documents into a local…
N/A N/A
50149
rajitharul
A simple remote MCP server that exposes a greeting tool (say_hello) and demonst…
50150
AHM215
An MCP server that provides tools to interact with the LeetCode API, enabling p…
Showing 50101–50150 of 66502 servers