MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46701
777genius
You're the boss, agents are your team. They handle tasks on their own, message …
N/A N/A
46702
coreyhines
opnsense-mcp Claim
OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, in…
46703
Cris-0k
A streamlined foundation for building Model Context Protocol servers in Python,…
81
46704
OrbisFactory
Analyzes Hytale game SDK by automatically detecting the installation, decompili…
N/A N/A
46705 N/A N/A 95
46706
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
46707
rygwdn
Enables AI assistants to access and interact with macOS Calendar.app events and…
N/A N/A
46708
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
46709
Nexisato
swanlab-mcp Claim
Enables read-only access to SwanLab workspaces, projects, runs, and metrics thr…
46710
hdjebar
Production-ready MCP server for Neo4j graph databases, enabling natural languag…
46711
soup
mcp-server Claim
N/A N/A 95
46712
justlend
An MCP server enabling AI agents to interact with JustLend DAO on TRON for lend…
N/A N/A
46713
SVerITG
Metis Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
N/A N/A
46714
sbl-sdsc
Converts natural language queries into Cypher queries against the NASA GeneLab …
46715
devrev
A Model Context Protocol server that enables searching, retrieving, creating, a…
N/A N/A 95
46716
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
46717
Growth-Management
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
46718
0xatrilla
Local macOS MCP server and setup app for Apple apps
N/A N/A
46719
linares222
myfitnesspal Claim
Retrieves MyFitnessPal nutrition data including daily summaries, meal breakdown…
46720
sherweb-development
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
46721
Gill-tech
SoilWise is an AI + IoT-powered agricultural system that helps farmers make dat…
N/A N/A 95
46722
umbaman
Generates AnyLogic simulation models from natural-language prompts in Claude Co…
N/A N/A
46723
maestra-io
A read-only MCP server for Elasticsearch 7.10 clusters, providing tools for clu…
46724
mikepsinn
Enables AI agents to manage ClickUp tasks, spaces, lists, and folders through n…
46725
ice1x
MCP server for football-data.org API providing access to football data like sta…
46726
elara-labs
Index your codebase. AI searches instead of re-reading files. 94% token savings.
N/A N/A
46727
schwarztim
Enables AI assistants to perform authorized WiFi security assessments, includin…
46728
trqhoang
Deploy a remote MCP server on Cloudflare Workers without authentication, with c…
46729
tallyfy
Automate tasks, processes, and approvals with AI.
46730
MarceloCaporale
Local MCP server for safe inspection and dry-run cleanup of leftover subprocess…
N/A N/A
46731
seayniclabs
Keel Claim
Keel is a network diagnostics MCP server that provides 14 tools for tasks like …
N/A N/A
46732
oogleyskr
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
46733
AlwaysSany
A FastAPI application that hosts multiple MCP servers for weather, news, curren…
46734
CSOAI-ORG
Enables interaction with biometrics AI features, including risk management, tra…
N/A N/A
46735
opastorello
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
46736
ArisRhiannon
vibecheck Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
N/A N/A
46737
mclarkson
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
46738
imanelmzk
MCP Server Claim
A basic MCP server implementation using Node.js and TypeScript that bridges AI …
46739
Rumblingb
Enables asynchronous messaging between AI agents, including sending messages, p…
N/A N/A
46740
apajon
mempalace Claim
Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a …
N/A N/A
46741
M00N7682
imugi Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
N/A N/A
46742
SikamikanikoBG
Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Dock…
N/A N/A
46743
andezdev
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
N/A N/A
46744
selfagency
git-mcp Claim
Enables AI agents to perform full Git operations including branching, committin…
N/A N/A
46745
bughide010
hide12131232 Claim
N/A N/A 95
46746
ThinkInAI-Hackathon
Enables large language models to directly access and search content in ZIM file…
N/A N/A
46747
rapidstart
RapidStart CRM Claim 1
MCP server for RapidStart Apps
N/A N/A 95
46748
snapspecter
Transforms mitmproxy into a toolset for AI agents to inspect, modify, and repla…
N/A N/A
46749
alex-kenny-lee-vfjv
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
81
46750
tathagat22
plumb-mcp Claim
Local Figma MCP server with no REST rate limits, no metered tool-call quotas, a…
N/A N/A
Showing 46701–46750 of 47066 servers
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