MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60601
xiaocang
mcp-fetch-ya Claim
Fetches web content and converts HTML to markdown with robots.txt compliance an…
— ○ ⏳ — — — — — —
60602
broisnischal
Unified MCP server for searching, analyzing, and managing packages across npm, …
— ○ ⏳ — N/A N/A — — —
60603
automatikstudio
Enables the generation of professional, jurisdiction-specific legal documents l…
— ○ ⏳ — — — — 81 —
60604
Lingnik
Gives AI agents read and write access to Apple Reminders via iCloud CalDAV, syn…
— ○ ⏳ — — — — — —
60605
tangcent
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
— ○ ⏳ — N/A N/A — — —
60606
liyb-gz
tinci-mcp Claim
MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal p…
— ○ ⏳ — N/A N/A — — —
60607
ChacheGS
mulchd Claim
Self-hosted MCP server for storing and serving structured team knowledge, enabl…
— ○ ⏳ — — — — — —
60608
abdullahMASHUK
Enables AI agents to perform file operations and sharing management on NextClou…
— ○ ⏳ — — — — — —
60609
lisn0
Citely Claim
Read-only GEO data: which AI assistants mention a brand and cite its domain.
— ○ ⏳ — — — — — —
60610
govindkavaturi
Dock Claim
The AI workspace for you, your team, and every agent you run. Dock is a shared…
— ○ ⏳ — N/A N/A — 95 —
60611
andraderaul
Provides real-time access to League of Legends esports data including live matc…
— ○ ⏳ — — — — — —
60612
devon-clarkk
canary-mcp Claim
A visual canary that detects context rot and silent model degradation in long a…
— ○ ⏳ — N/A N/A — — —
60613
ciaran-finnegan
Enables governed agent access to Cortex XSIAM security operations APIs, includi…
— ○ ⏳ — — — — — —
60614
clareliguori
Model Context Protocol server to look up domain names and IPs using RDAP.
— ○ ⏳ — — — — — —
60615
comind-pro
comind-mcp Claim
A gateway that connects MCP servers and REST APIs, allowing you to curate tools…
— ○ ⏳ — — — — — —
60616
IsaiahDupree
U.S. real-estate data: property records, AVM value + rent estimates, sale/renta…
— ○ ⏳ — — — — — —
60617
gfsantos2
mcp_weather Claim
Provides real-time weather temperature queries for any city with an interactive…
— ○ ⏳ — — — — — —
60618
WYHEF
Enables real-time weather queries for global cities via natural language, with …
— ○ ⏳ — N/A N/A — — —
60619
Code-byte404
vocab-mcp Claim
A vocabulary-bank MCP server that allows users to collect unfamiliar words, org…
— ○ ⏳ — N/A N/A — — —
60620
gavgrego
Enables natural language interaction with the seats.aero API for searching flig…
— ○ ⏳ — — — — — —
60621
guillaume.beauverd
candice-ai Claim
— ○ ⏳ — N/A N/A — 95 —
60622
mattpodwysocki
Node.js MCP server enabling AI agents to access comprehensive U.S. Census Burea…
— ○ ⏳ — — — — — —
60623
SolvingLab
OmniWeave Claim
A high-performance, polyglot code-analysis graph for coding agents that enables…
— ○ ⏳ — N/A N/A — — —
60624
MikeySharma
Enables fetching weather alerts for US states and detailed 7-day forecasts for …
— ○ ⏳ — N/A N/A — — —
60625
joel-wehr
Integrates AI assistants with the Unity Editor for scene manipulation, asset ma…
— ○ ⏳ — N/A N/A — — —
60626
touch4645
Provides tools to access Japanese export control laws, annexes, and user lists …
— ○ ⏳ — — — — — —
60627
Aaronjacobs000
MCP server for interacting with Sophos Central APIs, providing 255 tools for ma…
— ○ ⏳ — — — — — —
60628
GuilhermeTavares13
Enables interactive chat with AI models via Anthropic API, supporting document …
— ○ ⏳ — N/A N/A — — —
60629
my13each
Enables image generation and transformation using Google Gemini AI, with automa…
— ○ ⏳ — N/A N/A — — —
60630
itsbharatj
Converts a live ROS 2 occupancy map into shareable images (PNG/JPEG/base64) and…
— ○ ⏳ — N/A N/A — — —
60631
AtomicIntuition
leads-mcp Claim
Lead generation MCP server for AI agents. Find emails, verify contacts, enrich …
— ○ ⏳ — — — — — —
60632
Duke-CEI-Center
Enables AI assistants to read sensor data from IoT devices and dispatch data co…
— ○ ⏳ — N/A N/A — — —
60633
kumar2011ash-cloud
Enables IDE integration with a multi-agent AI pipeline for solving, reviewing, …
— ○ ⏳ — — — — — —
60634
IllyaStarikov
An MCP server that provides full read/write access to OmniFocus, enabling AI as…
— ○ ⏳ — N/A N/A — — —
60635
Momosasu
MCP server providing SQL access to a CloudSigma OmniFabric database (MatrixOne-…
— ○ ⏳ — — — — — —
60636
president-xd
revula Claim
Production-grade MCP server for universal reverse engineering automation.
— ○ ⏳ — N/A N/A — — —
60637
zhangtian-123
Codex Memory Claim
Local Markdown-backed memory tools for Codex and other MCP-capable agents. Expo…
— ○ ⏳ — N/A N/A — — —
60638
pipeworx-io
Enables querying City of Irvine GIS open geospatial data (parcels, zoning, park…
— ○ ⏳ — — — — — —
60639
EmilyThaHuman
Integrates Zillow real estate data with AI assistants, enabling property search…
— ○ ⏳ — — — — — —
60640
ivyyy0601
rays-mcp Claim
Exposes global market breadth, volume, RSI, volatility, and sentiment for 12 ma…
— ○ ⏳ — — — — — —
60641
pipeworx-io
Permid Claim
PermID MCP — Refinitiv / LSEG Permanent Identifier (free, requires API key)
— ○ ⏳ — — — — — —
60642
Webotvurci-s-r-o
mcp-revelor Claim
Connects AI assistants to Revelor e-shop analytics, search configuration, and r…
— ○ ⏳ — N/A N/A — — —
60643
goldenpathdigital
An MCP server for saving project notes and design decisions to a SQLite databas…
— ○ ⏳ — N/A N/A — — —
60644
pipeworx-io
mcp-usda-fdc Claim
Provides tools to search and retrieve USDA Food Data Central information, inclu…
— ○ ⏳ — — — — — —
60645
rcdelacruz
Enables hybrid web search and intelligent content extraction, combining semanti…
— ○ ⏳ — N/A N/A — 95 —
60646
mikhalchankasm
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
— ○ ⏳ — N/A N/A — — —
60647
AIBE13
Enables Claude to read and search WhatsApp messages, transcribe voice notes, an…
— ○ ⏳ — N/A N/A — — —
60648
todayoneul
Integrates real-time Seoul data (weather, air quality, traffic, bike-sharing) a…
— ○ ⏳ — — — — — —
60649
5ivatej
zoho-crm-mcp Claim
Provides live Zoho CRM data access via MCP tools, enabling queries on modules, …
— ○ ⏳ — — — — — —
60650
aaronwfv
A standalone MCP server that extends HubSpot functionality for post-call proces…
— ○ ⏳ — — — — — —
Showing 60601–60650 of 69070 servers