MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37751
ovehbe
hadith-mcp Claim
Enables fetching and searching canonical hadith texts (Arabic and English) with…
37752
kissmyabs32
W-2 event staffing data for agents: 300+ US/CA markets, roles, rates, lead time…
37753
akrowczyk
Enables AI assistants to control and monitor Tesla vehicles via natural languag…
37754
atfinke
MCP server for anonymous OpenTable restaurant discovery and availability checki…
N/A N/A
37755
thierryvm
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
N/A N/A
37756
shuji-bonji
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
N/A N/A
37757
shuji-bonji
MCP server providing browser compatibility data for the entire Web Platform.
37758
u9401066
Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures…
N/A N/A
37759
hbhszy
Enables real-time web search via DeepSeek's search-enhanced dialogue, providing…
N/A N/A
37760
ertad-family
Liquid Claim 2
Connect your AI agent to anything — APIs, databases, and agents; read and write…
N/A N/A 67
37761
giopawgofr
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
37762
Hillyess
dataHill Claim
Enables interactive data analysis using a real IPython kernel with session mana…
N/A N/A
37763
Tairon-ai
Enables interaction with the Sonic blockchain including wallet management, toke…
37764
obot-platform
Enables comprehensive management of WordPress sites including posts, users, med…
37765
nicolasramos
odooclaw-mcp Claim
MCP server for Odoo 18 that provides 85 tools for CRUD operations, business act…
37766
Armada735
Verify AI agent tool calls with content-addressed, HMAC-attested receipts. Free…
37767
anespo
Enables AI agents to query S3 data lakes using natural language, with support f…
37768
nickschuetz
o3de-mcp Claim
Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, proj…
N/A N/A
37769
malkreide
Enables AI models to access Swiss weather and climate data from MeteoSwiss, inc…
37770
alpabon73
Provides AI agents with comprehensive contact relationship management (CRM) cap…
N/A N/A
37771
davidmosiah
Fitbit MCP Claim
Local-first MCP server that connects AI agents to your Fitbit activity, sleep, …
37772
ozba
Provides real-time rocket alerts, historical statistics, shelter search, and ci…
37773
okareo-ai
Okareo Claim
Simulation, evaluation and monitoring for voice agents.
37774
ColorSource
Stealth browser automation for AI agents, using source-patched Chromium to bypa…
N/A N/A
37775
AuthBits
webmcp Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
N/A N/A
37776
Chenzhi-Ana
Enables Claude/Cursor to interact with Feishu (Lark) bots through MCP, allowing…
N/A N/A
37777
jesusr00
Exposes 30 tools to manage Redmine resources (issues, projects, users, time ent…
N/A N/A
37778
wojons
fs-git-mcp Claim
A Git-enforced filesystem MCP server that integrates git with filesystem operat…
N/A N/A
37779
FLASK-LLNL
FLASK-tools Claim
Provides a collection of MCP servers for computational chemistry tasks includin…
N/A N/A
37780
AgiFlow
OpenSkill Claim
An MCP server that makes Anthropic Skills universally accessible across coding …
N/A N/A
37781
den-indance
Google Trends MCP with proxy rotation, auto-retry on Google blocks, residential…
N/A N/A
37782
GongRzhe
Enables AI assistants like Claude to interact with humans through intuitive GUI…
N/A N/A
37783
melihteke
Enables subnet calculations from CIDR notation, providing network address, broa…
N/A N/A
37784
tim101010101
Enables running position-driven adversarial debates and code reviews between AI…
N/A N/A
37785
0xHayd3n
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
N/A N/A
37786
Trusty-Squire
mcp Claim
Credential broker that signs your AI agent up to SaaS dev tools, within a signe…
N/A N/A
37787
Augmented-Nature
Provides access to BioThings.io APIs for comprehensive gene and variant annotat…
N/A N/A
37788
WingmanProtocol-Agent-Gateway
gateway Claim
Async errands, artifact hosting, watches, memory + 15 calculators for AI agents…
37789
Steveser1989
OPC Suite — CRM, sales, inventory, accounting, HRM, payroll, claims, projects f…
37790
appleple
Enables searching and retrieving content, module information, and Twig template…
N/A N/A
37791
farmountain
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
N/A N/A 95
37792
damagethundercat
PureData-MCP Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
N/A N/A
37793
pasie15
Wraps the Meshy AI API to enable generative 3D tools via Model Context Protocol…
37794
unstoppabledomains
Domain search, registration, DNS, marketplace, and checkout with your AI agent.
37795
fanfcorp
skore-mcp Claim
Community MCP server for Skore that exposes tools for projects, evaluate, compa…
N/A N/A
37796
VeyronSakai
UniCortex Claim
An MCP server that enables AI agents to control the Unity Editor externally, pr…
N/A N/A
37797
radial-hks
A Model Context Protocol server for coordinate system transformations and map p…
37798
Teja-sudo
Provides PostgreSQL database management and analysis via MCP, enabling schema e…
37799
tallyfy
Automate tasks, processes, and approvals with AI.
37800
RonasIT
MCP server for Open WebUI Knowledge Bases – search and access your knowledge ba…
Showing 37751–37800 of 43459 servers
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