MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28801
MHNCity
YOLO auto-detects faces for image/video anonymization; face-only blur, body and…
F 30 35 10 0 81
28802
clouatre-labs
Educational MCP server with math operations, statistics, visualizations, and pe…
F 30 35 10 0 81
28803
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
28804
headlessoracle
Cryptographically signed market state verification for autonomous financial age…
F 30 35 10 0 81
28805
tharuneshwar-s
Auditron Claim
Run cloud compliance audits across AWS, Azure, and GCP. Discover provider-speci…
F 30 35 10 0 81
28806
hello-qgtm
Eversince Claim
Creative agent that plans and executes across image, video, audio, and motion g…
F 30 35 10 0 81
28807
tnkng
A data conversion service that transforms between **16 formats, 240 conversion …
F 30 35 10 0 81
28808
ThinAirTelematics
geo Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
F 30 35 10 0 81
28809
quanti-io
mcp-server Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
F 30 35 10 0 81
28810
datadigital
Card Catalog Claim
Authenticate identities and earn professional certification badges through tier…
F 30 35 10 0 81
28811
alexandria-shai-eden
105-tool browser automation with cognitive user simulation, visual testing, per…
F 30 35 10 0 81
28812
propertyscoop
property-api Claim
Property intelligence API for US real estate. Returns 16+ data points for any U…
F 30 35 10 0 81
28813
TitanSneaker
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
F 30 35 10 0 81
28814
eliekfouri-g8h8
Acesso ao inventário de imóveis da RE/MAX Studio 76, imobiliária premium em São…
F 30 35 10 0 81
28815
developermcconnected
booking Claim
Browse venues, check availability, view effects, get pricing, and book architec…
F 30 35 10 0 81
28816
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
F 30 35 10 0 81
28817
slookisen
Search 1,000+ local food producers across Norway — farms, bakeries, fisheries, …
F 30 35 10 0 81
28818
shipi
Shipi Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
F 30 35 10 0 81
28819
mjcaballero1126
lia Claim
Share a brief name and what your server does so I can craft a clean title and b…
F 30 35 10 0 81
28820
atomadictech-ud4n
aaaa-nexus Claim
F 30 35 10 0 81
28821
r-yoshikawa
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
F 30 35 10 0 81
28822
gen-pdf
Generate professional PDF documents from markdown content with customizable sty…
F 30 35 10 0 81
28823
QuantOracle
quantoracle Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
F 30 35 10 0 81
28824
chuhuoyuan
Find the right library and fetch its up-to-date documentation in one step. Reso…
F 30 35 10 0 81
28825
vinodkrishnan92
Explore an agent's capabilities, configuration, and profile details. Fetch back…
F 30 35 10 0 81
28826
axel-belfort
Email verification API for AI agents. Validate any email address in real-time w…
F 30 35 10 0 81
28827
muellah24
BrokerChooser’s Scam Shield MCP server provides a simple way for AI agents and …
F 30 35 10 0 81
28828 F 30 35 10 0 81
28829 F 30 35 10 0 81
28830
ferranfg
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
F 30 35 10 0 81
28831
sandeep1995
SlateHut Claim
AI website builder (Wix/Framer alt). SlateHut MCP over HTTP: tools, schemas. Be…
F 30 35 10 0 81
28832
nicholasemccormick
meetsync-mcp Claim
F 30 35 10 0 81
28833
kontrollfeld
beleg.bot Claim
The official beleg.bot MCP server. It enables AI assistants to manage business …
F 30 35 10 0 81
28834
powersun
PowerSun Claim
Optimize TRON transaction costs by purchasing and managing Energy or Bandwidth …
F 30 35 10 0 81
28835
axel-belfort
Email verification API for AI agents. Validate any email address in real-time w…
F 30 35 10 0 81
28836
senal472
Expert knowledge server about post-work mental deactivation. Helps professional…
F 30 35 10 0 81
28837
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
F 30 35 10 0 81
28838
chaosmibu-blip
octodock Claim
One MCP URL for all your apps. 600+ actions for AI.
F 30 35 10 0 81
28839
ComposioHQ
rube Claim
Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streama…
F 30 35 10 0 81
28840
demomagic
lucy-apro Claim
F 30 35 10 0 81
28841
arkroute
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
F 30 35 10 0 81
28842
TriloHQ
Trilo Claim
Connect AI tools to Trilo workspaces — manage tasks, messages, pages, calendars…
F 30 35 10 0 81
28843
AITutor3
Get real-time departure hall congestion, flight statuses, and parking availabil…
F 30 35 10 0 81
28844
juhsis
localingos Claim
AI-powered app translation for developers. Push your source strings, get transl…
F 30 35 10 0 81
28845
cyphergoat
cyphergoat Claim
CypherGoat is a non-custodial crypto swap aggregator routing across 20+ exchang…
F 30 35 10 0 81
28846
justus
Bushdrum is a read-only MCP server for city-scoped event discovery. It exposes …
F 30 35 10 0 81
28847
smithery-ai
Fetch Claim
A simple tool that performs a fetch request to a webpage.
F 30 35 10 0 81
28848
Tasfiul-Hedayet
mcp-teat Claim
Explore a predefined dataset with quick summaries and targeted analysis. Ask qu…
F 30 35 10 0 81
28849
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
28850
toddwilkens
Editorial tools for LinkedIn. Capture ideas, draft posts, build narrative arcs,…
F 30 35 10 0 81
Showing 28801–28850 of 45235 servers
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