MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39851
r6654kumar
Restaurant2 Claim
Browse the menu, place food orders, and track order status. Explore current off…
N/A N/A 95
39852
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
39853
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
81
39854
m2ai-mcp-servers
Loom Advisor Claim
Provides tools to list, retrieve, edit, and merge Loom screen recordings.
39855
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
39856
Julius-Schmidt
pgx-mcp Claim
Enables real-time pharmacogenomics analysis, including variant clinical signifi…
39857
juergenkoller-software
Distill MCP Claim
MCP bridge for Distill — let Claude, Cursor, or any MCP client rename files bas…
N/A N/A
39858
rash Claim 1
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
N/A N/A 81
39859
Boolsai-ai
Quant-research MCP — tradeable signals from public-company website stack change…
39860
ragalgo
ragalgo-v2 Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
N/A N/A 95
39861
yoursissu.me
isk-hub Claim
N/A N/A 95
39862
Mnymann
nordic-data Claim
Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.
39863
clauxel
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
39864
davidmosiah
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
N/A N/A
39865 N/A N/A 95
39866
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
39867
zackbissell
A server that acts as a bridge between Claude and local Xcode projects, enablin…
N/A N/A 95
39868
daniel3303
MCP Manager Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
39869
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
39870
kikigao2020-bot
hibae-admin Claim
N/A N/A 95
39871
bookknhp
Enables AI to view and manage e-commerce data such as products, orders, and cou…
N/A N/A
39872
kimnerd-dev
Enable seamless integration of Notion data with your LLM applications by exposi…
N/A N/A 95
39873
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
39874
howardpen9
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
N/A N/A
39875
meltingpixelsai
Tools: - scan_token - Scan a single token for rug pull risk, honeypot status,…
N/A N/A 95
39876
jonybur
mcp-server Claim
stories.yaml — an open specification for software requirements, enforced by CI.
N/A N/A
39877 N/A N/A 95
39878
ahmedbhl
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
39879
Treevu-ai
Commerce for AI agents. 36 MCP tools across 30 retailers in 7 countries.
N/A N/A
39880
@ZhaoDiankui
mariadb-mcp Claim
N/A N/A 95
39881
shibdad
Connects Claude Desktop to GitHub repositories, enabling users to perform git o…
N/A N/A 95
39882
wyre-technology
immybot-mcp Claim
An MCP server for ImmyBot IT automation platform, enabling management of comput…
39883
youcanautomate-yca
appium-mcp Claim
Professional mobile test automation framework with AI-powered test generation, …
N/A N/A
39884
sanjayshreeyans
Enables IPv4 subnet planning and validation, including CIDR prefix calculation,…
N/A N/A
39885
axel-belfort
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
81
39886
AlexisMarasigan
DB2ST MCP Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
39887
chenfukun
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
39888
STiFLeR7
memex Claim
Developer context continuity system. Watches your git repos and builds a tempor…
N/A N/A
39889
MeirKaD
Find current information across major search engines and extract web pages into…
N/A N/A 95
39890
galatanovidiu
Enables WordPress content management through the Model Context Protocol, allowi…
39891
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
N/A N/A 69
39892
wyre-technology
superops-mcp Claim
An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, cl…
39893
looptech-ai
Public registry of code-knowledge graphs for AI agents with schema validation a…
N/A N/A
39894
wyre-technology
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
39895
hargurjeet
database-mcp Claim
Automatically discovers database schema, performs data quality checks on tables…
N/A N/A
39896
stestojadinovic
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
N/A N/A
39897
cafeasp
netsuite-mcp Claim
Enables AI assistants to query and manage NetSuite data via natural language, s…
39898
Stockfish MCP Claim 1
A Stockfish MCP server to allow an LLM to play chess against Stockfish
N/A N/A 81
39899
MrNewDelhi
Enables interaction with Mailosaur email and SMS testing services, allowing mes…
39900
kolbertistvan2
Enables AI to control cloud browsers and automate web interactions through Brow…
81
Showing 39851–39900 of 43365 servers
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