MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43751
microsoft
windows_mcp Claim
N/A N/A 95
43752
andrewnexys
EdgeFinder Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
43753
@ilo.begashvili
browserbase Claim
N/A N/A 95
43754
sketch-hq
Sketch MCP Claim
An official MCP server that allows AI clients to interact with Sketch designs, …
N/A N/A
43755
v0o0v
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
N/A N/A
43756
dockai
dock-ai Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
81
43757
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
43758
maithanhduyan
A Model Context Protocol server providing current time retrieval and timezone c…
43759
LovRanRan
Python symbol exploration for codebase onboarding agents.
N/A N/A
43760
Rajivkumar995599
A robust communication protocol that facilitates seamless messaging between AI …
N/A N/A 95
43761
geraservicesuk
mcp-geracash Claim
Digital wallet: send money, pay bills, convert currency. 50+ countries.
N/A N/A 95
43762
SubQuery-Network
test Claim
N/A N/A 95
43763
fastmcp-me
falcon-mcp Claim
Model Context Protocol server that connects AI agents with CrowdStrike Falcon p…
43764
Neel-XV
A Model Context Protocol (MCP) server built with FastMCP that provides tools fo…
N/A N/A
43765
rmh104
Volta Notes Claim
Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
81
43766
hi-k3uy
brag-fast Claim
81
43767 N/A N/A 95
43768
axel-belfort
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
81
43769
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
N/A N/A 95
43770
Imsharad
Provides access to Gmail functionality through the Model Context Protocol, allo…
N/A N/A
43771
CSOAI-ORG
competitor-monitor-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43772
yashkapoor43-gif
drishti Claim
Indian media intelligence — bilingual sentiment, Tier 1 credibility, story clus…
43773
ansua79
MCP server for searching Korean scientific literature, patents, reports, and mo…
43774
rupinder2
mcp-gateway Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
N/A N/A 81
43775
DavidOsherdiagnostica
Provides AI agents with comprehensive access to Israel's complete pharmaceutica…
43776
MonadWorks
agentify Claim
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
N/A N/A
43777
amankrokx
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
43778
Casperjuel
aula-mcp Claim
This server enables MCP clients (LLMs) to access data from the Danish school pl…
43779
VivedhaElango
Enables searching and managing academic papers from arXiv with tools, resources…
N/A N/A
43780
Jairajmehra
MCP server for WATI WhatsApp Business API enabling AI assistants to send messag…
N/A N/A
43781
JinyongHyun
MCP server that automatically saves summaries of AI papers or stock articles to…
43782
jin38324
Enables searching and reading OCI documentation using the Oracle Help Center Se…
N/A N/A
43783
e-labus
health-api Claim
Clinical AI for lab analysis, biomarker scoring, health narratives, and risk in…
N/A N/A
43784
zw008
vmware-pilot Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
43785
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
43786
cedricziel
aha-mcp Claim
Integrates with Aha.io product management platform, enabling offline data synch…
43787
pieeee
DocMCP Claim
Index any documentation website and search it from AI coding assistants via the…
N/A N/A
43788
kml-einerd
Generates AI images using Google Imagen directly in Claude Desktop, with automa…
81
43789
pipeworx-io
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
43790
npow
Provides tools to search, get trending, random, and translate GIFs using the Gi…
43791
akshat-ilen
vyazen Claim
N/A N/A 95
43792
punt-labs
Enables Claude to speak in 70+ languages, including pronunciation, audio flashc…
N/A N/A
43793
juanqui
MCP server for the JouleScope JS220 precision energy analyzer, enabling agents …
N/A N/A
43794
Santuri Claim 1
Search official documentation for well-known libraries.
N/A N/A 81
43795
ReyemTech
mcp-canada Claim
MCP server giving AI agents structured access to Canadian federal, provincial, …
43796
Shangri-la-0428
psyche-ai Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
N/A N/A 95
43797
mcdonaldsam
MCP server for the Point Knowledge API that enables AI coding assistants to sea…
43798
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
43799
fdcommercial
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
43800
deliberation Claim 1
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
N/A N/A 81
Showing 43751–43800 of 45732 servers
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