MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56001
MatthewDavisAIArchitect
Log, evaluate, and ground AI decisions against authority context. Returns PASS,…
56002
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
N/A N/A
56003
motecloud
# Motecloud Memory MCP Motecloud is durable memory infrastructure for AI agent…
81
56004
CycSpring
draw.io MCP Claim
Enables local Draw.io diagram creation, editing, and export via MCP tools, usin…
N/A N/A
56005
AB94-nextleap
A secure tool bridge to Google Docs and Gmail via OAuth 2.0, with a console app…
N/A N/A
56006
woladi
sugestim Claim
Enables recognition and defense against covert influence patterns (Milton Model…
N/A N/A
56007
XFWang522
vidscribe Claim
Transcribe any video URL to text with one command, supporting 1000+ sites via y…
N/A N/A
56008
EodHistoricalData
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
56009
usdv-capital
Real estate market intelligence, financial calculators, and capital advisory to…
81
56010
benmilne-com
benmilne Claim
Search and read essays by Ben Milne on payments, stablecoins, and company build…
56011
gabrielmahia
ardhi-mcp Claim
MCP server for Kenya land administration — title search, land rates, subdivisio…
N/A N/A
56012
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
56013
mrexodia
Test MCP Claim
A minimal MCP server template for testing and development, providing example im…
N/A N/A
56014
kapruka
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
56015
MukundaKatta
case-mcp Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
56016
skrul
Enables AI assistants to control Pro Tools via the PTSL gRPC API, providing ses…
N/A N/A
56017
ShunsukeHayashi
Enables AI-driven orchestration of GitHub development workflows including autom…
81
56018
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
56019
acfstandard
acf-mcp Claim
Enables AI agents to reason about the ACF governance standard for autonomous AI…
N/A N/A
56020
lazymac2x
Cloudflare Workers MCP server: ai-agent-scratchpad
56021
CleanCodeStar
Enables AI assistants to interact with PostgreSQL databases through MCP, suppor…
56022
zackbissell
A powerful AI-driven tool that helps developers create beautiful, modern UI com…
81
56023
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
56024
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
56025
ai-zar
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
56026
davidmosiah
Oura MCP Claim
Local-first MCP server that connects AI agents to your Oura Ring readiness, sle…
56027 N/A N/A 95
56028
Omnidim
Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and …
56029
Noves-Inc
canton-mcp Claim
Query Canton Network balances, rewards, transactions, prices, and identity from…
N/A N/A
56030
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
56031
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
56032 N/A N/A 95
56033
EmiyaKatuz
Transcribe local audio and video with CrispASR and local models only.
N/A N/A
56034
VJagiasi
Enables AI assistants to access real-time Transport for London data, including …
56035
weiting-tw
mcp-email Claim
MCP server that enables email management (send, read, search, delete, etc.) via…
N/A N/A
56036
AriaShishegaran
kegg-mcp Claim
An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reac…
56037
GerardoBarrera
PDFMakerAPI Claim
Turn a description into a shareable, editable PDF — invoices, certificates, rep…
56038
CSOAI-ORG
flashcard-ai-mcp MCP server by MEOK AI Labs
N/A N/A
56039
CSOAI-ORG
self-healing-infrastructure-mcp MCP server by MEOK AI Labs
N/A N/A
56040
dmang-dev
mcp-bizhawk Claim
Drive the [BizHawk](https://github.com/TASEmulators/BizHawk) multi-system emula…
N/A N/A
56041
mcp-s-ai
MCP server for AI-powered image recognition and description using OpenAI vision…
N/A N/A 83
56042
leon-jarvis1
habitca-mcp Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
56043
pipeworx-io
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
56044
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
56045
pipeworx-io
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
56046
leonardwy
An MCP server for automating ANSYS HFSS simulations, providing persistent conne…
N/A N/A
56047
HtaG-Analytics
htag-spatial Claim
HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
56048
friendlygeorge
An MCP server for the Resend email API, enabling AI assistants to send emails, …
56049
FoundryNet
GitHub project health, package dependency risk, trending repos, license & packa…
56050
Code-for-100k
VaultBridge Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
N/A N/A
Showing 56001–56050 of 57160 servers